Computer und IT
LPIC-3 Virtualization and Containerization Study Guide
Get up to speed on the key topics required for the Linux Professional Institute's LPIC-3 305 exam, the third in the four-part LPIC-3 certification, which covers virtualization and containerization. The wider LPIC-3 certification helps developers and system administrators become experts in a given context of Linux and Open Source solutions. This study companion is designed to sit alongside your studies and certification guides as you prepare for the exam and will take you through the three main areas of Full Virtualization, Container Virtualization as well as VM Deployment and Provisioning. We will undertake a deep dive of all the major topics, from the basics of virtualizations and containers to in-depth breakdown of virtualization solutions like KVN, Xen and Proxmox as well as popular containers like Docker, Kubernetes, Openstack, Terraform, Packer, Vagrant and others with key concepts covered on the exam called out and applied in each chapter of this book, giving you both practice and reinforcement, a far more effective learning tool than rote learning or similar approaches typically enlisted in exam preparation. LPIC-3 Virtualization and Containerization Study Guide will give you the guidance and support as you take the next exciting step in supercharging your Linux skills and knowledge to take the next step in your professional career. You Will: * Gain a clear picture about the different types of virtualization in use today. * Understand how to work with virtualization solutions like KVM and Xen, and manage them using the libvirt API. * Become aware of the use of fully enterprise-ready virtualization solutions like Proxmox. * Learn the technologies that make Open Source virtualization, possible. Get up to speed on the key topics required for the Linux Professional Institute's LPIC-3 305 exam, the third in the four-part LPIC-3 certification, which covers virtualization and containerization. The wider LPIC-3 certification helps developers and system administrators become experts in a given context of Linux and Open Source solutions. This study companion is designed to sit alongside your studies and certification guides as you prepare for the exam and will take you through the three main areas of Full Virtualization, Container Virtualization as well as VM Deployment and Provisioning. We will undertake a deep dive of all the major topics, from the basics of virtualizations and containers to in-depth breakdown of virtualization solutions like KVN, Xen and Proxmox as well as popular containers like Docker, Kubernetes, Openstack, Terraform, Packer, Vagrant and others with key concepts covered on the exam called out and applied in each chapter of this book, giving you both practice and reinforcement, a far more effective learning tool than rote learning or similar approaches typically enlisted in exam preparation. LPIC-3 Virtualization and Containerization Study Guide will give you the guidance and support as you take the next exciting step in supercharging your Linux skills and knowledge to take the next step in your professional career. You Will: * Gain a clear picture about the different types of virtualization in use today. * Understand how to work with virtualization solutions like KVM and Xen, and manage them using the libvirt API. * Become aware of the use of fully enterprise-ready virtualization solutions like Proxmox. * Learn the technologies that make Open Source virtualization, possible This is for: Developers and more seasoned Linux SysAdmins who are working towards the LPIC-3 certification. It would be expected that readers will meet the requirements of taking the exam which includes having passed the LPIC-2 certification. However, this guide will also be of use to Linux professionals who are not currently pursuing certification but wish to expand and refresh their Linux skills in relation to virtualization and containerization. Chapter 1.Virtualization concepts and theory.- Chapter 2.QEMU.- Chapter 3.Xen..- Chapter 4.Libvirt Virtual Machine Management.- Chapter 5.Virtual Machine Disk Image Management.- Chapter 6.Proxmox, vSwitch and other tools.- Chapter 7.Container virtualization concepts.- Chapter 8.Linux Containers (LXC).- Chapter 9.Docker.- Chapter 10.Container orchestration platforms.- Chapter 11.Podman and other container related tools.- Chapter 12.Cloud management tools.- Chapter 13.Packer.- Chapter 14.Cloud-init.- Chapter 15.Vagrant. Antonio Vazquez is a Senior Linux System Adminsitator with over 20 years of experience in the IT fieid. As an avid champion of FOSS, he has been using Linux for dacades, hold many professional certifications inlcuding the LPIC-3 certification as well as non Linux related topics including cloud and security. Antonio is also a trainer who teaches students to get LPI certified, and also write books in his spare time.
Windows 11 For Seniors For Dummies, 2nd Edition
THE TOP-SELLING WINDOWS BOOK FOR THE OLDER AND WISER CROWDWindows 11 For Seniors For Dummies, 2nd Edition delivers fluff-free information on making the latest version of Windows work for you. You'll get clear guidance on the basics, troubleshooting tips, and advice for staying safe while you use Windows to get online. Even if you've never used Windows before, this friendly guide will quickly teach you how to get started, without all the jargon and complicated steps. These simple steps and solutions give you the confidence boost you need to navigate the latest interface and even try out the artificial intelligence tools built into Windows. With larger print and clearer graphics, this For Seniors title saves you time and energy as you learn your way around your Windows computer.* Get started with the latest version of Windows—without a lot of unnecessary jargon* Communicate with friends, keep track of files, share photos and videos, and stream your favorite media* Try out Copilot, the Windows AI tool that offers fast answers to any question* Be your own tech guru with step-by-step troubleshooting and maintenance adviceThese days, a new computer or a new Windows update shouldn't have to slow you down. Spend less time learning and more time doing, with this edition of Windows For Seniors For Dummies.
Einstieg in Python (2. Auflg.)
Einstieg in Python - Grundlagen der Python-Programmierung leicht und verständlich erklärt, in 2. Auflage aus Dezember 2024Sie wollen endlich programmieren lernen und ihre ersten Projekte umsetzen. Hierfür bietet sich Python als eine der populärsten Programmiersprachen an. Mit diesem Buch gelingt Ihnen mühelos ein Einstieg, denn Sie werden auf Ihrer Entdeckungsreise vom erfahrenden Trainer Michael Inden begleitet. Er erklärt Ihnen die Grundlagen der Python-Programmierung leicht und verständlich. Generell wird die trockene Theorie auf ein Minimum reduziert. Ergänzend werden immer wieder auch Python-spezifische Besonderheiten wie Built-in-Funktionen, Slicing, Comprehensions, Generatoren usw. erklärt, die das Entwicklen erleichtern und Ihre Programme gleich von Anfang an Python-like, stilistisch schön – kurz Pythonic – machen.Eine große Rolle spielt der interaktive Einstieg mithilfe der Python-Kommandozeile. Damit können kleine Programme direkt ausprobiert werden und Erfolgserlebnisse stellen sich schnell ein. Dieses Vorgehen eignet sich ideal, um sich Python im Selbststudium sowie im eigenen Tempo anzueignen. Allmählich werden die Themen anspruchsvoller und die zu erstellenden Programme größer. Schließlich erfahren Sie, wie Sie eine Entwicklungsumgebung einsetzen, und lernen die objektorientierte Programmierung kennen. Mit den erworbenen Grundlagen können Sie sich immer gezielter mit eigenen Projekten beschäftigen. Erste Ideen liefern drei etwas umfangreichere Programmierbeispiele aus der Praxis, die zudem einen Einblick in das schrittweise, erfolgreiche Entwickeln von Applikationen geben.Das Buch besteht aus in sich abgeschlossenen, aufeinander aufbauenden Kapiteln zu den wesentlichen Bereichen der Programmiersprache Python und den relevanten Sprachelementen. Aufgaben und Musterlösungen runden viele Kapitel ab, sodass Sie das zuvor Gelernte direkt anhand neuer Problemstellungen praktizieren und Ihr Wissen vertiefen können.Zahlreiche kurze Codebeispiele verdeutlichen die Lerninhalte und laden zum Experimentieren ein. Gleich von Anfang an lernen Sie, Ihren Sourcecode sauber zu strukturieren und einen guten Stil zu entwickeln. Dabei hilft ein Kapitel zu Programmierregeln, sogenannten Coding Conventions und zum Testen mit Pytest.Diese zweite Auflage ergänzt Kapitel zur Bildverarbeitung sowie zu populären LLMs und deren vielfältigen Einsatzmöglichkeiten. Schließlich werden die Neuerungen aus Python 3.13 im Anhang vorgestellt.Leseprobe (PDF-Link)
Mastering the Snowflake SQL API with Laravel 10
This book is your essential guide to mastering Snowflake’s SQL API, offering a comprehensive understanding of this powerful tool. In today’s data-driven world, robust, flexible, and scalable solutions are crucial, and Snowflake’s Data Cloud platform is a game-changer in cloud data warehousing and analytics. The book includes examples using both Snowflake and the Laravel PHP Framework, assuming basic knowledge of SQL and Laravel.Key topics include SQL API development, SQL basics, advanced techniques, data security, performance tuning, best practices for data warehousing, integrations, real-world use cases, future trends in data analytics, and leveraging PHP in Laravel for dynamic web applications. This book equips you with the skills to unlock insights, make data-driven decisions, and stay ahead in your industry.Whether you’re aiming to advance your career, enhance your organization’s data infrastructure, or confidently make data-driven decisions, _Mastering Snowflake SQL API with Laravel 10_ is a must-have resource for excelling in integrated data analytics and cloud data warehousing.What You Will Learn* Master SQL fundamentals and advanced techniques* Explore data loading, security, and performance optimization* Keep up-to-date on best practices for efficient data warehousing* Gain insights into real-word use cases* Prepare for future Snowflake and data innovationsWHO THIS BOOK IS FORData professionals, IT managers, business executives, students, and data enthusiasts.Ronny, a dynamic author in the field of data, analytics, and programming, brings over 15 years of invaluable expertise to his work. Residing in Dallas, Texas, Ronny's passion for data-driven insights ignited during his time at the University of Oklahoma, where he honed his analytical skills and set the foundation for his illustrious career.With a visionary spirit and a knack for leading data teams, Ronny has spearheaded transformative projects across various industries. His journey through the ever-evolving landscape of data technology has not only established him as a thought leader but also fueled his commitment to sharing knowledge. Mastering Snowflake SQL API with Laravel 10 is a testament to Ronny's dedication to empowering others with the skills and wisdom gained from his remarkable journey in the world of data. At the age of 35, Ronny's story exemplifies how passion and expertise can converge to shape the future of data analytics1. Snowflake.- 2. The Snowflake Data Cloud.- 3. Getting Started with Snowflake SQL API.- 4. SQL Basics in Snowflake Using Snowflake SQL API.- 5. Advanced SQL Techniques using Snowflake SQL API.- 6. Data Security and Access Control.- 7. Performance Tuning and Optimization.- 8. Data Warehousing Best Practices.- 9. Working With Laravel 10.- 10. Architectural Patterns and Solutions.- 11. Community and Resources.- 12. Conclusion.
Improving Operating Leverage Using Hyperautomation
Improving operating leverage is about operational resilience, structural operational efficiency, and sustainable revenue growth. Activity-based enterprise non-interest cost management is an important component of enterprise risk adjusted return management methodology. This book builds on the author Kannan Subramanian’s earlier book, _Event- and Data-Centric Enterprise Risk-Adjusted Return Management_, delving in depth into enterprise non-interest operating cost management and operating leverage.Operating Leverage is about managing a bank’s capabilities and its capacity to deliver its products and services efficiently. It is not limited to managing operational costs but includes the operational support for the growth of business and for improving profitability. Profit is an absolute measure that denotes the amount of money the bank makes after deducting all expenses. Profitability measures how efficient the bank is at utilizing its resources to generate risk-adjusted returns. The reader can learn to improve risk adjusted operational effectiveness by implementing a nuanced approach to managing performance, risk, control, and cost simultaneously, at the process level.You’ll examine how some institutions have implemented activity-based costing in a siloed environment and without enterprise process automation. Many institutions do not have a scientific way of managing non-interest costs. The book explains why hyperautomation, a technology that intelligently automates business processes, is a more advanced and comprehensive way to manage these factors in a holistic and integrated way._Improving Operating Leverage using Hyperautomation_ is your complete guide to enhancing risk adjusted operational performance through a nuanced approach to performance, risk, control, and costs at the process level.WHAT YOU WILL LEARN* Define and use the bill of resources to improve operating leverage.* Implement activity-based enterprise non-interest cost management using hyperautomation* Monitor performance, risk, control, and cost at the process level.* Implement time-driven activity-based costing for an enterprise risk-adjusted return model.WHO THIS BOOK IS FORMost banking industry professionals, including senior management teams, consultants, central bankers, financial regulators, software vendors, and Business Process Management Suite/Hyperautomation technology vendors.KANNAN SUBRAMANIAN R is a Chartered Accountant with 35+ years of experience in the banking and financial services industry and has experience with financial markets in USA, Europe, and Asia. He has worked for Standard Chartered Bank and for leading banking software solution companies, including the leading global risk management solution provider, Algorithmics, now part of IBM Risk Management & Analytics. KannanHe advises System Design Consulting Prospero AG on strategic matters and in the design of risk management and analytical solutions. He has successfully leveraged his academic and work experience to provide value to his customers. His passion for the subject motivates him to prioritize his time to write books on automation and risk-reward management in banks.www.BankERRM.org www.PBORM.org1 Enterprise Operating Model.- Chapter 2: Non-interest cost management.- Chapter: 3 Enterprise Process Automation, TDABC.- Chapter 4: Operating Leverage.- Chapter 5: Improving Operating Leverage.- Chapter 6: Operating Leverage – Bank of the Future.
Internet of Medicine for Smart Healthcare
This book provides in-depth explanations and discussions of the latest applications of Artificial Intelligence (AI), machine learning, and the Internet of Medicine, offering readers the cutting edge on this rapidly growing technology that has the potential to transform healthcare and improve patient outcomes. Over the past five years, there have been significant advances in healthcare through the use of artificial intelligence (AI) and machine learning (ML) technologies. AI and machine learning in medical imaging has significantly improved the accuracy and speed of medical imaging analysis, accelerated the drug discovery process by identifying potential drug targets and predicting the efficacy and safety of new drugs, and enabled personalized medicine by analyzing large amounts of patient data to identify individualized treatment plans based on a patient’s genetic makeup and medical history. Internet of Medicine (IoM) refers to the integration of the Internet of Things (IoT) and connected medical devices with healthcare systems and processes to enable remote monitoring, diagnosis, and treatment of patients. IoM is a subset of the larger Internet of Things concept, which involves the connection of everyday devices and appliances to the internet for various purposes. IoM has the potential to revolutionize healthcare by improving patient outcomes, reducing costs, and increasing efficiency. Some of the specific applications of IoM include remote patient monitoring, real-time data analysis, predictive analytics, smart hospitals, and personalized medicine. Abhishek Kumar, PhD, is an assistant director and associate professor in the Computer Science and Engineering Department in Chandigarh University, Punjab, India. He has over 13 years of academic experience with more than 100 publications in reputed, peer-reviewed national and international journals, books, and conferences. Additionally, he has also authored six books and edited 25 books that have been internationally published. He is also a member of various national and international professional societies in the field of engineering and research, including the Institute of Electrical and Electronics Engineers, International Association of Engineers, and Institute of Research Engineers and Doctors. Narayan Vyas is a principal research consultant at AVN Innovations, where he is actively involved in research and development in computer science and engineering. He qualified for the National Testing Agency’s University Grants Commission National Eligibility Test and Junior Research Fellowship on his first attempt, showcasing his academic excellence. He has published many articles in reputed, peer-reviewed national and international Scopus journals and conferences. Additionally, he has served as a keynote speaker and resource person for several workshops and webinars conducted in India. Pramod Singh Rathore is an assistant professor in the Department of Computer and Communication Engineering, Manipal University, Jaipur. With over 11 years of academic teaching experience, he has published more than 55 papers in reputable, peer-reviewed national and international journals, books, and conferences and co-authored and edited numerous books with well-known publishers. He serves on the editorial and advisory committees of the Global Journal Group and is a member of various national and international professional societies in the field of engineering and research, including the International Association of Engineers. Abhineet Anand, PhD, is the Director in the department of Advanced Information Technology-Computer Science and Engineering, Chandigarh University with over 22 years of experience. He has published more than 40 Scopus-indexed papers, 25 papers in international conferences, eight international journals, three national journals, and three national conferences. He has been part of 20 special sessions at various international conferences as a session chair/co-chair and contributed at 20 different conferences as a Technical Program Committee member. Pooja Dixit is visiting faculty in the Department of Computer Science and Engineering, Maharshi Dayanand Saraswati University, Ajmer, India with over eight years of experience. She has published many papers in reputable, peer-reviewed national and international journals, books, and conferences. Her research includes Artificial intelligence, Data Mining, Machine Learning, and Internet of Things.
ChatGPT Power-Prompting
Chat GPT Power-Prompting. Profi-Strategien für den erfolgreichen Einsatz von KI (1. Auflage, Januar 2025)Ihr Weg zum Power-PromptingMit diesem Praxisbuch lernen Sie alle Techniken, um das Potenzial von ChatGPT und ähnlicher KIs voll auszuschöpfen. Sie erfahren, wie Sie zielgerichtete Prompts schreiben und mit der KI interagieren, um qualitativ hochwertige Ergebnisse zu erhalten, die genau Ihren Anforderungen entsprechen. Ganz gleich, ob Sie ChatGPT im Berufsalltag oder privat einsetzen – dieses Buch führt Sie Schritt für Schritt zum Erfolg.Systematischer Leitfaden für Einsteiger und ProfisDieses Buch bietet eine umfassende Einführung in das professionelle Prompt Engineering. Erfahren Sie, wie Sie ChatGPT bestimmte Rollen zuweisen, Kontext und Zielgruppe genau festlegen und differenzierte Antworten erzielen. Diese grundlegenden Techniken sowie das Erstellen von Custom GTPs ermöglichen es Ihnen, die KI gezielt zu steuern und für jeden Anwendungsfall optimale Ergebnisse zu erhalten.ChatGPT effektiv in der Praxis einsetzenÜber 1.000 praxiserprobte Prompts demonstrieren, wie Sie ChatGPT als mächtiges Werkzeug in Ihren Alltag oder Arbeitsprozess integrieren: vom kreativen Schreiben über Reiseplanung, Sprachen lernen Bewerbungsschreiben und Terminplanung bis hin zu Marketing und Serien-Mails. So sind sie perfekt auf den Einsatz von ChatGPT in der Praxis vorbereitet.Aus dem Inhalt:Strategien für bessere PromptsPrompting-Parameter: Zielgruppe, Tonfall, Schlüsselwörter und mehrKreativität der Ausgabe steuern mit TemperaturenChatGPT eine Rolle zuweisenInteraktive Abfragen generierenKreatives schreiben mit KI:GeschichtenRedenDrehbücherBlogbeiträgePraxis-Prompts für Alltag und Familie:Sprachen lernenReise- und EventplanungRezepteChatGPT im Beruf:ProduktivitätE-Mails und SerienbriefeSocial Media und MarketingKarriereplanungPersonalisierte Chatbots erstellen mit Custom GPTsLeseprobe (PDF-Link)Über den AutorUlrich Engelke, Jahrgang 1963, hat das erste Staatsexamen in Germanistik und Anglistik sowie einen Magister mit Schwerpunkt Linguistik. Nach einem kurzen Ausflug in das Verlagswesen und selbstständiger Tätigkeit als Fachautor, hat er eine Internetagentur gegründet. Heute ist er als Unternehmensberater für Onlinemarketing mit Schwerpunkt SEO tätig. Sein besonderes Interesse gilt technischen Innovationen und deren ökonomischen wie gesellschaftlichen Auswirkungen.
ChatGPT Power-Prompting
* Effektive Prompting-Strategien für maßgeschneiderte KI-Ergebnisse inkl. Custom GPTs * Über 1.000 praxisbewährte Prompts für Beruf und Alltag * Ideal für Einsteiger und Fortgeschrittene geeignet Ihr Weg zum Power-Prompting Mit diesem Praxisbuch lernen Sie alle Techniken, um das Potenzial von ChatGPT und ähnlicher KIs voll auszuschöpfen. Sie erfahren, wie Sie zielgerichtete Prompts schreiben und mit der KI interagieren, um qualitativ hochwertige Ergebnisse zu erhalten, die genau Ihren Anforderungen entsprechen. Ganz gleich, ob Sie ChatGPT im Berufsalltag oder privat einsetzen - dieses Buch führt Sie Schritt für Schritt zum Erfolg. Systematischer Leitfaden für Einsteiger und Profis Dieses Buch bietet eine umfassende Einführung in das professionelle Prompt Engineering. Erfahren Sie, wie Sie ChatGPT bestimmte Rollen zuweisen, Kontext und Zielgruppe genau festlegen und differenzierte Antworten erzielen. Diese grundlegenden Techniken sowie das Erstellen von Custom GTPs ermöglichen es Ihnen, die KI gezielt zu steuern und für jeden Anwendungsfall optimale Ergebnisse zu erhalten. ChatGPT effektiv in der Praxis einsetzen Über 1.000 praxiserprobte Prompts demonstrieren, wie Sie ChatGPT als mächtiges Werkzeug in Ihren Alltag oder Arbeitsprozess integrieren: vom kreativen Schreiben über Reiseplanung, Sprachen lernen Bewerbungsschreiben und Terminplanung bis hin zu Marketing und Serien-Mails. So sind sie perfekt auf den Einsatz von ChatGPT in der Praxis vorbereitet. Aus dem Inhalt: * Strategien für bessere Prompts * Prompting-Parameter: Zielgruppe, Tonfall, Schlüsselwörter und mehr * Kreativität der Ausgabe steuern mit Temperaturen * ChatGPT eine Rolle zuweisen * Interaktive Abfragen generieren * Kreatives schreiben mit KI: * Geschichten * Reden * Drehbücher * Blogbeiträge * Praxis-Prompts für Alltag und Familie: * Sprachen lernen * Reise- und Eventplanung * Rezepte * ChatGPT im Beruf: * Produktivität * E-Mails und Serienbriefe * Social Media und Marketing * Karriereplanung * Personalisierte Chatbots erstellen mit Custom GPTs Ulrich Engelke, Jahrgang 1963, hat das erste Staatsexamen in Germanistik und Anglistik sowie einen Magister mit Schwerpunkt Linguistik. Nach einem kurzen Ausflug in das Verlagswesen und selbstständiger Tätigkeit als Fachautor, hat er eine Internetagentur gegründet. Heute ist er als Unternehmensberater für Onlinemarketing mit Schwerpunkt SEO tätig. Sein besonderes Interesse gilt technischen Innovationen und deren ökonomischen wie gesellschaftlichen Auswirkungen.
KI-Prompts schreiben für Dummies
EINFACH UNMISSVERSTÄNDLICH MIT KI KOMMUNIZIERENKI bietet viele Einsatzmöglichkeiten und kann Sie bei Ihren Aufgaben unterstützen. Dafür müssen Sie lernen, präzise Prompts für KI-Systeme zu entwickeln. Die Autoren zeigen Ihnen, wie Sie Prompts formulieren, die effektive Ergebnisse liefern, und wie Sie diese Ergebnisse auswerten und verfeinern. Außerdem lernen Sie die führenden Plattformen, besten Chatbots und Kreativ-Tools für Ihre Bedürfnisse kennen. So sparen Sie Zeit beim Entwerfen von Websites, bei Bildbearbeitung und Recherche und verbessern die Interaktion mit Ihren Kunden. SIE ERFAHREN* Wie KI Prompts »versteht«* Wie Sie Text, Bilder, Audio, Video und Code generieren* Wie Sie Ihre Geschäftsprozesse oder Ihren Kundenservice verbessern* Welche Aufgaben KI auch in Zukunft nicht übernehmen kannSTEPHANIE DIAMOND ist Marketingexpertin und Autorin oder Mitautorin von mehr als zwei Dutzend Büchern. JEFFREY ALLAN ist Direktor des Instituts für verantwortungsvolle Technologie und künstliche Intelligenz (IRT) an der Nazareth University. Über die Autoren 9Einleitung 23TEIL I: GENERATIVE KI – ERSTE SCHRITTE 27Kapitel 1: Grundlagen der generativen KI 29Kapitel 2: Ausgaben der generativen KI 49Kapitel 3: Auf den wichtigsten KI-Plattformen navigieren 65TEIL II: DIE KUNST, DIE RICHTIGEN PROMPTS ZU SCHREIBEN 85Kapitel 4: Erfolgreiche KI-Prompts entwickeln und schreiben 87Kapitel 5: KI-Inhalte für Autoren und Marketingspezialisten 105Kapitel 6: Visuelle Erfahrungen mit KI für Designer 121Kapitel 7: Erweiterung des eigenen Portfolios mit KI für Kreative 135TEIL III: KI-GESTÜTZTE GESCHÄFTSSTRATEGIEN 147Kapitel 8: Personalisierung der Customer Journey mit KI 149Kapitel 9: Ihre Online-Geschäfte voranbringen mit KI 165Kapitel 10: Besserer Kundenservice mit KI-Chatbots 181TEIL IV: ZUKUNFTSSICHERHEIT FÜR IHRE KARRIERE 197Kapitel 11: Aufbau einer KI-gestützten persönlichen Marke 199Kapitel 12: Arbeitsplatzsicherheit in der Welt der KI 217TEIL V: VERANTWORTUNGSVOLLE NUTZUNG VON KI 235Kapitel 13: Ethische Aspekte einer verantwortungsvollen Nutzung von KI 237Kapitel 14: KI testen und verantwortungsvoll einsetzen 251TEIL VI: DER TOP-TEN-TEIL 265Kapitel 15: Zehn Fehler, die Sie beim Schreiben von KI-Prompts vermeiden sollten 267Kapitel 16: Zehn Anzeichen dafür, dass Sie KI in Ihre Arbeit einbinden sollten 273Kapitel 17: Zehn KI-Strategien zur Förderung des Geschäftserfolgs 279Abbildungsverzeichnis 283Stichwortverzeichnis 285
The Cybersecurity Trinity
This book explores three crucial topics for cybersecurity professionals: artificial intelligence (AI), automation, and active cyber defense (ACD). _The Cybersecurity Trinity_ will provide cybersecurity professionals with the necessary background to improve their defenses by harnessing the combined power of these three concepts. The book is divided into four sections, one addressing each underlying concept and the final section discussing integrating them to harness their full potential.With the expected growth of AI and machine learning (ML), cybersecurity professionals must understand its core concepts to defend AI and ML-based systems. Also, most cybersecurity tools now incorporate AI and ML. However, many cybersecurity professionals lack a fundamental understanding of AI and ML. The book's first section aims to demystify AI and ML for cybersecurity practitioners by exploring how AI and ML systems work, where they are vulnerable, and how to defend them.Next, we turn our attention to security automation. Human-centered cyber defense processes cannot keep pace with the threats targeting organizations. Security automation can help defenders drastically increase the speed of detection and response. This section will discuss core use cases that security teams can implement, including intelligence processing, incident triage, detection, and response. This section will end with strategies for a successful security automation implementation and strategies that can lead to failure.Accelerating the defense is but one side of the equation. Defenders can also implement ACD methods to disrupt and slow the attacker. Of course, ACD spans a broad spectrum, including some that could raise legal and ethical concerns. This section will explore some ACD methods and discuss their applicability, as well as the need to include business, legal, and ethical considerations when implementing them.Security teams often treat AI, automation, and ACD as disparate solutions, addressing specific problems. However, there is much overlap, and security teams must develop a cohesive approach to realize the full potential. The last section combines these three concepts to form a comprehensive strategy. The resulting strategy will have AI as the foundation, incorporating automation to speed up defense and ACD to disrupt the attacker.WHAT YOU WILL LEARN:* Understand the many uses of AI and ML and the concepts underpinning these technologies.* Learn how to protect AI and ML systems by recognizing the vulnerabilities throughout their lifecycle.* Integrate AI and ML-based systems to enhance cybersecurity.* Develop security automation processes to enhance situation awareness, speed the time to respond, and increase the bandwidth of the limited security operations staff.* Develop an ACD strategy to slow the attackers while minimizing legal and ethical concerns.* Design a comprehensive strategy with AI as the foundation, incorporating automation to speed up defense and ACD to disrupt the attacker.WHO THIS BOOK IS FOR:The primary audience is cybersecurity professionals looking to improve their organization's security posture by leveraging AI and ML-based security tools and combining them into a comprehensive strategy incorporating automation and ACD. This target audience will have a cybersecurity background and an interest in AI and ML.Higher education would be a secondary audience.Donnie Wendt is a distinguished cybersecurity professional with extensive expertise in researching security threats and pioneering innovative solutions. He has broad practical experience implementing numerous cybersecurity solutions and is an accomplished presenter on securing machine learning, generative AI, security automation, and deception. In addition to his professional experience, Donnie is an adjunct professor of cybersecurity at Utica University. He earned a Doctorate in Computer Science from Colorado Technical University and a Master's in Cybersecurity from Utica University. After over 30 years in information technology, Donnie wants to share his knowledge with others.The initial concept for the book arose from Donnie's doctoral dissertation, where he researched using security automation and deception to address both sides of the cyber defense equation. Over the past several years, AI has come to the forefront and is now used in many products, including cybersecurity solutions. Donnie realized that AI-powered solutions could provide the foundation to enhance his prior research. However, despite the prevalence of AI, many cybersecurity professionals do not understand its core concepts. Therefore, Donnie began his quest to educate colleagues on AI's power and associated risks.Chapter 1: AI is Everywhere.- Chapter 2: Overview of AI and ML.- Chapter 3: AI for Defense.- Chapter 4: ML in an Adversarial Environment.- Chapter 5: Combatting AI Threats.- Chapter 6: The Need for Speed – The Driving Forces of Security Automation.- Chapter 7: The OODA Loop.- Chapter 8: Common SOAR Use Cases.- Chapter 9: Strategies for Success (and Failure).- Chapter 10: Active Cyber Defense.- Chapter 11: The OODA Loop Revisited.- Chapter 12: Deception.- Chapter 13: The Cybersecurity Trinity.
Microsoft 365 Copilot At Work
LEARN TO LEVERAGE MICROSOFT'S NEW AI TOOL, COPILOT, FOR ENHANCED PRODUCTIVITY AT WORKIn Microsoft 365 Copilot At Work: Using AI to Get the Most from Your Business Data and Favorite Apps, a team of software and AI experts delivers a comprehensive guide to unlocking the full potential of Microsoft's groundbreaking AI tool, Copilot. Written for people new to AI, as well as experienced users, this book provides a hands-on roadmap for integrating Copilot into your daily workflow. You'll find the knowledge and strategies you need to maximize your team's productivity and drive success. The authors offer you a unique opportunity to gain a deep understanding of AI fundamentals, including machine learning, large language models, and generative AI versus summative AI. You'll also discover:* How Copilot utilizes AI technologies to provide real-time intelligent assistance and revolutionize the way you work with Microsoft 365 apps* Practical Implementation Strategies for project and change management, as well as practical guidance on rolling out Copilot within your organization* Specific use cases, including Outlook, Teams, Excel, PowerPoint, and OneNote, and how Copilot can streamline tasks and boost efficiency across various Microsoft applicationsTake your Copilot proficiency to the next level with advanced AI concepts, usage monitoring, and custom development techniques. Delve into Microsoft Framework Accelerator, Copilot plugins, semantic kernels, and custom plugin development, empowering you to tailor Copilot to your organization's unique needs and workflows. Get ready to revolutionize your productivity with Microsoft 365 Copilot! SANDAR VAN LAAN is a Senior Principal at Slalom within the Microsoft Modern Work and AI space, leading Copilot rollouts across multiple clients and demonstrating a deep understanding of AI and its practical applications in the enterprise environment. His strategic approach has been instrumental in guiding organizations through the adoption process, ensuring seamless integration and maximizing the benefits of AI technologies. JARED MATFESS serves as an AI Architect at AvePoint, bringing more than two decades of experience within the Microsoft ecosystem to his role. He has been honored with the Microsoft MVP award six times for the Office App & Services category and is actively engaged in sharing his expertise at various community events. Jared’s primary ambition is to assist organizations in their transformation by leveraging advanced technologies like AI. THOMAS FLOCK is a senior consultant at Slalom and specializes in data integrating using AI. His father was a senior engineer for MCI starting in 1983 when he was born, so Thomas has been around computers all his life. Thomas grew up in the Fairfax Virginia area and his first job was for Network Access Solutions in Herndon as a TCP/IP tester. ANN REID is a keen early adopter and experienced M365 Copilot implementation consultant with Slalom. With over 20 years of IT experience, she recognizes the transformative impact of M365 Copilot on organizations as well as challenges it presents. She shares some practical knowledge and strategies for building robust information protection capabilities and demystifies the process of prompt engineering for M365 Copilot. Introduction xxiPART I UNDERSTANDING AND USING COPILOT 1CHAPTER 1 INTRODUCTION TO ARTIFICIAL INTELLIGENCE 3The Importance of AI 4Foundations of AI 5Real-World Applications of AI 6Impact of AI on Various Industries 7Healthcare Industry 7Manufacturing Industry 8Finance Industry 9Case Studies of Successful AI Implementations 10Ethical Considerations 12Responsible Use of AI 13Future Ethical Considerations 14AI and Society 15Public Perception and Acceptance of AI 16The Future of AI 16Potential Advancements and Breakthroughs 16Preparing for an AI-driven Future 17Conclusion 18CHAPTER 2 INTRODUCTION TO MICROSOFT 365 COPILOT 19Microsoft 365 Copilot—Your Personal AI Assistant 19Differences from Other Chat-based AI Personal Assistants 21Fitting Microsoft 365 Copilot into a Day-to-day Routine 21Prompt Generation 24Fact-Checking 24Microsoft 365 Copilot Versus Clippy 24The Security of Microsoft 365 Copilot 25Conclusion 25CHAPTER 3 AN INTRODUCTION TO PROMPT ENGINEERING 27Introduction to Large Language Models 28Foundations of Prompt Engineering 29Concept of Prompt Engineering 29Three Prompt Mnemonics 30Refining Your Prompt 33Other Prompting Styles 34Prompt Validation Steps 36Copilot Lab 38Overview of Copilot Lab 38Bookmarking Your Favorite Prompts 40The Future of Prompt Engineering 40Conclusion 41CHAPTER 4 SECURITY/PURVIEW PLANNING IN PREPARATION FOR COPILOT 43Introduction to Information Protection 43Deploying M365 Copilot 44Building a Culture of Information Protection 44Identifying Weaknesses in Information Protection 45Conducting a Risk Assessment 46Review Your Security Foundations 48Zero Trust and Conditional Access 48Identity Access Management 49Dynamic Access Policies 50Data Classification and Sensitivity Labels 52Review Your Data Policies 53Data Loss Prevention Policies 54Data Retention Policy 54Data Encryption Policy 55Data Breach Policy 56Acceptable Use Policy 57Review Your Toolkit 58Microsoft Entra ID 59Microsoft Copilot Dashboard 60Public Web Content in M365 Copilot 61Microsoft Purview 62SharePoint Advanced Management 65AI-Powered Security Capability 66Get Your Pilot Started with These Initial Steps 67Conclusion 69CHAPTER 5 PLANNING YOUR MICROSOFT 365 COPILOT ROLLOUT 71Project Management 72Stakeholder Management 72The Project Team Pilot 73The “Equity” Risk 76The “Oversharing” Risk 77Technical Enablement 79Initial Provisioning Issues 80Governance 80Content Governance 81Copilot Acceptable Use Policy 82Microsoft 365 Copilot Operating Model Dependency 82Generative AI Steering Committee Best Practices 84Change Management 86The Power of Personas 88Building Your Change Champion Network 89Identifying Change Champions 89Mobilizing Change Champions 90Creating Onboarding Materials 90Copilot Lab 91Hosting Office Hours 92Success Measures 93Technical Extensibility 97Managing Microsoft 365 Copilot Extensibility Requests 97Building Your Copilot Center of Excellence 99Conclusion 100CHAPTER 6 MICROSOFT COPILOT BUSINESS CHAT 101Free Personal Versus Paid Corporate Versions 102Accessing the Free Version of Business Chat 102Accessing the Paid Version of Business Chat 104Working with Business Chat 108Pulling Data from the Internet 110Pulling Information from Internal Systems 112Copilot on Your Phone 113Privacy Concerns Using Business Chat 116Conclusion 117CHAPTER 7 MICROSOFT OUTLOOK 119Creating Communications with Microsoft 365 Copilot 120Drafting Your Prompt 120Tone and Length 121Refining Your Message 123Managing Escalations 124Microsoft 365 Copilot Coaching 124Summarizing Email Threads 125Email Summarization—Chat 127Calendar Information 129Conclusion 131CHAPTER 8 COPILOT IN MICROSOFT TEAMS 133Managing Project Communications 134Summarizing Chats and Channel Communications 134Creating Posts and Chats with Copilot 138Creating a post or chat with Copilot 138Tone and Length 141Copilot and Grammatical Issues 141Managing Project Meetings 141Using Copilot During a Live Meeting 142Using Copilot with a Past Meeting 143Copilot in Microsoft Teams Phone 144Data Privacy and Security 144Conclusion 146CHAPTER 9 COPILOT IN MICROSOFT EXCEL 147Getting Started with Copilot in Excel 147Identifying a Dataset 148Preparing Your Workbook 148Manipulating Excel Data 150Creating New Formulas 150Creating Charts 152Creating a PivotTable with Copilot 156Asking Questions About Your Data 157Copilot Suggested Prompts for Data Insights 159Additional Formatting 162Managing Sales Data with Copilot 165Conclusion 171CHAPTER 10 COPILOT IN MICROSOFT POWERPOINT 173Preparing Your PowerPoint Template for Copilot 174Initial Setup of an Organizational Assets Library 174PowerPoint Template Requirements 175Creating Your First PowerPoint Presentation with Copilot 176Improving the Prompt 177Improving the Content 179Generating New Content 182Navigating Microsoft PowerPoint with Copilot 184Creating a PowerPoint Presentation from a Microsoft Word Document 186Refining Your Presentation with Copilot 188Using Copilot to Get Feedback on a Presentation 189Using Copilot to Clarify a Presentation 190Using Copilot to Improve Engagement on a Presentation 191Conclusion 191CHAPTER 11 COPILOT IN MICROSOFT LOOP 193Loop Overview 193What’s in a Loop? 194Getting Started with Loop 195Loop Components within Teams 196Creating a Loop Workspace 197Inviting Others to Collaborate 198When to Use Loop 199Positioning Loop in Your Organization 200Use Cases for Loop 200Microsoft 365 Copilot in Loop 202Brainstorming with Copilot 204Unlocking Insights with Copilot 208Conclusion 210CHAPTER 12 TRANSFORMING TEXT WITH COPILOT IN MICROSOFT WORD 211Getting Started with Copilot in Word 212Using Reference Documents to Enhance Copilot Results 214Rewriting with Copilot 215Copilot’s Document Analysis Capability 218Conclusion 220PART II EXTENDING COPILOT 221CHAPTER 13 UNLOCKING REAL VALUE WITH COPILOT 223The Business Case for Copilot 223Executive Summary 225Background and Introduction 226Business Objectives 228Current Situation Analysis 229Solution Description 230Implementation Plan 231Cost-Benefit Analysis 231Evaluation and Measurement 233Presenting Your Business Case 234Measuring Business Value 234Copilot Adoption Dashboard Setup 234Accessing the Copilot Adoption Dashboard 235Copilot Adoption Dashboard “Advanced Features” 238Viva Pulse Surveys 238Mapping Business Processes: The Proposal Use Case 242Mapping Your RFP Response Process 243Aligning Tasks to Copilot Capabilities 243Building an Enterprise Prompt Library 244Reporting Your ROI 246Conclusion 248CHAPTER 14 INTRODUCTION TO MICROSOFT COPILOT STUDIO 249Who Should Use Copilot Studio? 250Customizing Existing Copilot vs. Creating a Stand-alone Copilot 250Getting Started with Microsoft Copilot Studio 252Navigating the Copilot Studio User Interface 252Building Your First Copilot 255Testing Your Copilot 259Publishing Your Copilot 260Creating a Copilot Plugin 264Testing Your Copilot Plugin 270Conclusion 272CHAPTER 15 CREATING A CUSTOM TEAMS COPILOT 273Extensibility Options 274Knowledge and Software Prerequisites 274An Understanding of the General Architecture of Plugins 275A Code Background 275A Microsoft Developer Account 276Node.js and npm 277Introduction to Node.js 277Installing Node.js 278Selecting the Correct Version of Node.js 279npm Configuration Tips 280Installing .NET 282A Configured Integrated Development Environment 283Installing and Setting Up VSCode IDE 284Downloading VSCode 284Essential Extensions for VSCode 285Customizing the IDE for Productivity 285Installing Azure AI Studio SDKs and Necessary Libraries 286Setting Up TypeScript for Azure AI Development 286Git 287Installing Git 287Initial Git Setup 288Building a Custom Teams Copilot 288Deploying a Custom Teams Copilot 300Introduction to Semantic Kernel 304Conclusion 305CHAPTER 16 COPILOT WAVE 2 FEATURES 307Bizchat, aka Copilot Chat 307Copilot Updates in Outlook 309Copilot Updates in PowerPoint 310Copilot Updates in Microsoft Teams 314Copilot Updates in Word 314Copilot Updates in Excel 315Copilot Updates in OneDrive 317Copilot Pages 319Copilot Agents 321Conclusion 323Index 325
CISA Certified Information Systems Auditor Study Guide
PREPARE FOR SUCCESS ON THE 2024 CISA EXAM AND FURTHER YOUR CAREER IN SECURITY AND AUDIT WITH THIS EFFECTIVE STUDY GUIDEThe CISA Certified Information Systems Auditor Study Guide: Covers 2024-2029 Exam Objectives provides comprehensive and accessible test preparation material for the updated CISA exam, which now consists of 150 questions testing knowledge and ability on real-life job practices leveraged by expert professionals.You'll efficiently and effectively prepare for the exam with online practice tests and flashcards as well as a digital glossary. The concise and easy-to-follow instruction contained in the 2024-2029 CISA Study Guide covers every aspect of the exam. This study guide helps readers prepare for questions across the five domains on the test: Information System Auditing Process; Governance and Management of IT; Information Systems Acquisition, Development, and Implementation; Information Systems Operation and Business Resilience; and Protection of Information Assets.This study guide shows readers how to:* Understand principles, best practices, and pitfalls of cybersecurity, which is now prevalent in virtually every information systems role* Protect and control information systems and offer conclusions on the state of an organization's IS/IT security, risk, and control solutions* Identify critical issues and recommend enterprise-specific practices to support and safeguard the governance of information and related technologies* Prove not only competency in IT controls, but also an understanding of how IT relates to business* Includes 1 year free access to the Sybex online learning center, with chapter review questions, full-length practice exams, hundreds of electronic flashcards, and a glossary of key terms, all supported by Wiley's support agents who are available 24x7 via email or live chat to assist with access and login questionsThe CISA Certified Systems Auditor Study Guide: Covers 2024-2029 Exam Objectives is an essential learning resource for all students and professionals preparing for the 2024 version of the CISA exam from ISACA.ABOUT THE AUTHORSPETER H. GREGORY, CISA, CISSP, is a career technologist and cybersecurity leader. He is the Senior Director of GRC at GCI Communications, where he leads security policy, control frameworks, business continuity, third-party risk management, privacy, information and AI governance, and law enforcement wiretaps. MIKE CHAPPLE, PHD, CISA, CISSP, is a teaching professor of IT, analytics, and operations at the University of Notre Dame. He is a cybersecurity professional and educator with over 25 years experience including as chief information officer of Brand Institute and an information security researcher with the National Security Agency and the U.S. Air Force. Mike is the author of more than 200 books and video courses and provides cybersecurity certification resources at CertMike.com. Introduction xxiiiAssessment Test xxxvCHAPTER 1 IT GOVERNANCE AND MANAGEMENT 1IT Governance Practices for Executives and Boards of Directors 3IT Strategic Planning 10Policies, Processes, Procedures, and Standards 12Risk Management 23IT Management Practices 39Organization Structure and Responsibilities 62Maintaining an Existing Program 72Auditing IT Governance 75Summary 80Exam Essentials 81Review Questions 83CHAPTER 2 THE AUDIT PROCESS 87Audit Management 89ISACA Auditing Standards 99Risk Analysis 108Controls 115Performing an Audit 121Control Self-Assessment 144Implementation of Audit Recommendations 147Audit Quality Assurance 148Summary 148Exam Essentials 150Review Questions 152CHAPTER 3 IT LIFE CYCLE MANAGEMENT 157Benefits Realization 159Project Management 165Systems Development Methodologies 191Infrastructure Development and Deployment 230Maintaining Information Systems 234Business Processes 237Managing Third Parties 244Application Controls 247Auditing the Systems Development Life Cycle 253Auditing Business Controls 258Auditing Application Controls 258Auditing Third-Party Risk Management 261Summary 262Exam Essentials 264Review Questions 266CHAPTER 4 IT SERVICE MANAGEMENT 271Information Systems Operations 273Systems Performance Management 274Problem and Incident Management 277Change, Configuration, Release, and Patch Management 279Operational Log Management 286IT Service Level Management 288Database Management Systems 290Data Management and Governance 294Other IT Service Management Topics 295Auditing IT Service Management and Operations 297Summary 301Exam Essentials 302Review Questions 304CHAPTER 5 IT INFRASTRUCTURE 309Information Systems Hardware 310Information Systems Architecture and Software 324Network Infrastructure 330Asset Inventory and Classification 386Job Scheduling and Production Process Automation 390System Interfaces 391End-User Computing 392Auditing IT Infrastructure 393Summary 398Exam Essentials 399Review Questions 401CHAPTER 6 BUSINESS CONTINUITY AND DISASTER RECOVERY 405Business Resilience 406Incident Response Communications 473Auditing Business Continuity Planning 475Auditing Disaster Recovery Planning 479Summary 484Exam Essentials 485Review Questions 487CHAPTER 7 INFORMATION SECURITY MANAGEMENT 491Information Security 493Role of the Information Security Manager 494Information Security Risks 497Building an Information Security Strategy 501Implementing Security Controls 505Endpoint Security 507Network Security Controls 511Cloud Computing Security 519Cryptography 528Exploring Cybersecurity Threats 539Privacy 545Security Awareness and Training 548Security Incident Response 550Auditing Information Security Controls 554Summary 559Exam Essentials 560Review Questions 563CHAPTER 8 IDENTITY AND ACCESS MANAGEMENT 567Logical Access Controls 568Third-party Access Management 587Environmental Controls 592Physical Security Controls 599Human Resources Security 602Auditing Access Controls 606Summary 616Exam Essentials 617Review Questions 619CHAPTER 9 CONDUCTING A PROFESSIONAL AUDIT 623Understanding the Audit Cycle 624How the IS Audit Cycle Is Discussed 625Overview of the IS Audit Cycle 627Summary 699APPENDIX A POPULAR METHODOLOGIES, FRAMEWORKS, AND GUIDANCE 701Common Terms and Concepts 702Frameworks, Methodologies, and Guidance 710Notes 738References 738APPENDIX B ANSWERS TO REVIEW QUESTIONS 741Chapter 1: IT Governance and Management 742Chapter 2: The Audit Process 744Chapter 3: IT Life Cycle Management 746Chapter 4: IT Service Management 748Chapter 5: IT Infrastructure 749Chapter 6: Business Continuity and Disaster Recovery 750Chapter 7: Information Security Management 752Chapter 8: Identity and Access Management 754Index 759
C++ Essentials For Dummies
THE QUICK AND CRYSTAL-CLEAR GUIDE TO C++ PROGRAMMINGC++ Essentials For Dummies is your useful reference to the key concepts of C++, the popular general-purpose language utilized everywhere from building games to writing parts of operating systems. With minimal review and background material—and absolutely no fluff—this book gets straight to the essential topics you need to know to ramp up, brush up, or level up.* Get a helpful intro to the basic concepts of coding in C++* Review what you already know or pick up essential new skills* Create projects that run smoothly with the C++ language* Keep this concise reference book handy for jogging your memory as you workGreat for supplementing classroom learning, reviewing for a certification, or staying knowledgeable on the job, C++ Essentials For Dummies is a fantastic refresher guide that you can always turn to for answers. JOHN PAUL MUELLER produced more than 100 books and more than 600 articles on a range of topics, including functional programming techniques, application development using C++, and machine learning methodologies. RONALD MAK teaches computer science and data science at San Jose State University. He was formerly a senior scientist at NASA and JPL, and has written books on software design, compiler construction, and numerical computing.
Python lernen mit KI-Tools
Python lernen mit KI-Tools - Einstieg in die Programmierung mit KI-Unterstützung, als Erstauflage aus Dezember 2024.Python eignet sich hervorragend für den Einstieg in die Programmierung. Dieser abwechslungsreiche Praxiskurs führt Sie Schritt für Schritt in die Sprache ein, beginnend mit grundlegenden Konzepten über Funktionen und Datenstrukturen bis hin zur objektorientierten Programmierung. Das Buch geht auch auf die spannenden neuen Möglichkeiten ein, die KI-Assistenten wie ChatGPT Programmiererinnen und Programmierern bieten, und zeigt effektives Prompting, das Testen von Code und das Debugging mit KI.Durch zahlreiche Übungen, bei denen KI-Tools zum Einsatz kommen, sowie Fallstudien, kurze Verständnistests und kleinere Projekte in Jupyter Notebooks können Sie die neu erlernten Programmierkonzepte gleich ausprobieren. Auf diese Weise festigen Sie Ihr Verständnis für die konkrete Programmierpraxis und erfahren, wie KI-Assistenten Sie auch zukünftig im Programmieralltag unterstützen können.Starten Sie mit den Grundlagen, einschließlich Sprachsyntax und SemantikEntwickeln Sie eine klare Vorstellung von den jeweiligen ProgrammierkonzeptenLernen Sie Variablen, Anweisungen, Funktionen und Datenstrukturen kennenArbeiten Sie mit Dateien und DatenbankenVerstehen Sie Objekte, Methoden und objektorientierte ProgrammierungWenden Sie Debugging-Techniken an, um Syntax-, Laufzeit- und Semantikfehler zu behebenNutzen Sie KI-Tools von Anfang an, um Ihren Lernprozess zu beschleunigenLeseprobe (PDF-Link)Zum Autor:Allen B. Downey ist Redakteur bei Brilliant und emeritierter Professor für Informatik am Olin College of Engineering, Massachusetts. Er hat am Wellesley- und am Colby-College und an der Universität von Berkeley Informatik unterrichtet. Seinen Doktortitel in Informatik hat er an der U.C. Berkeley erworben, seinen Master am MIT. Seine zahlreichen bei O’Reilly erschienenen Bücher sind bekannt für ihre ausgefeilte und praxiserprobte Didaktik.
Python lernen mit KI-Tools
Nutzen Sie KI-Assistenten, um Python schneller und effektiver zu lernen! Eine der ersten Einführungen in die Programmierung, die virtuelle Assistenten wie ChatGPT (LLMs) aktiv und didaktisch durchdacht für einen besseren Lernerfolg nutzt Die Übungsaufgaben werden mit ChatGPT gelöst und dabei auch der Einsatz von KI-Assistenten als Hilfsmittel für die Programmierung gezeigt Inklusive Prompting, Testen von Code und Debugging mit LLMs Als Lernumgebung werden Jupyter Notebooks genutzt Python eignet sich hervorragend für den Einstieg in die Programmierung. Dieser abwechslungsreiche Praxiskurs führt Sie Schritt für Schritt in die Sprache ein, beginnend mit grundlegenden Konzepten über Funktionen und Datenstrukturen bis hin zur objektorientierten Programmierung. Das Buch geht auch auf die spannenden neuen Möglichkeiten ein, die KI-Assistenten wie ChatGPT Programmiererinnen und Programmierern bieten, und zeigt effektives Prompting, das Testen von Code und das Debugging mit KI. Durch zahlreiche Übungen, bei denen KI-Tools zum Einsatz kommen, sowie Fallstudien, kurze Verständnistests und kleinere Projekte in Jupyter Notebooks können Sie die neu erlernten Programmierkonzepte gleich ausprobieren. Auf diese Weise festigen Sie Ihr Verständnis für die konkrete Programmierpraxis und erfahren, wie KI-Assistenten Sie auch zukünftig im Programmieralltag unterstützen können. Starten Sie mit den Grundlagen, einschließlich Sprachsyntax und Semantik Entwickeln Sie eine klare Vorstellung von den jeweiligen Programmierkonzepten Lernen Sie Variablen, Anweisungen, Funktionen und Datenstrukturen kennen Arbeiten Sie mit Dateien und Datenbanken Verstehen Sie Objekte, Methoden und objektorientierte Programmierung Wenden Sie Debugging-Techniken an, um Syntax-, Laufzeit- und Semantikfehler zu beheben Nutzen Sie KI-Tools von Anfang an, um Ihren Lernprozess zu beschleunigen
Decentralized Business
Embark on a journey to business evolution grounded in the real-world experiences and challenges faced by those at the forefront of the Web2 revolution. In a landscape where adaptability is paramount, this book is a guiding light amidst a sea of uncertainty. Crafted by seasoned Web2 professionals, it offers a unique perspective on transitioning from traditional cloud computing to decentralized technologies.Delving beyond theory, this book provides actionable insights and strategies to navigate the complexities of Distributed Ledger Technologies (DLTs). Rather than just discussing the implementation of DLTs, it explores the intricacies of execution, offering tangible guidance to facilitate a seamless transition to the decentralized landscape. Moreover, this book doesn't stop at transition—it's a blueprint for thriving in the Web3 era. By offering strategic perspectives and tactical advice, it equips businesses of all sizes to not only survive but flourish in the decentralized economy. Whether you're a startup poised for disruption or an established enterprise seeking innovation, 'Decentralized Business' empowers you to confidently embrace the future.The time for passive observation is over; the future of business is decentralized, and _Decentralized Business_ is your guide to navigating this evolution. Join the ranks of forward-thinkers shaping tomorrow's economy—secure your copy now and begin the journey of transformation and opportunity.WHAT YOU WILL LEARN* Understand the foundational concepts of DLTs and their relevance to Web2 professionals.* Review security considerations and best practices for implementing decentralized solutions.* Apply strategies for integrating DLTs into existing cloud-based infrastructures.WHO THIS BOOK IS FORIT managers and executives looking to explore the potential of decentralized solutions; technology consultants advising businesses on digital transformation and cloud-based strategies; professionals and architects are seeking to expand their knowledge into the realm of DLTsSYED MOHAMED THAMEEM NIZAMUDEEN is a distinguished Information Technology leader with a rich history of leadership roles at Oracle, Ernst & Young (EY), and PriceWaterhouseCoopers (PWC). His expertise lies in cloud computing, cloud security, big data, machine learning, AI, and Application Modernization, where he applies his vast knowledge to pioneer innovative solutions.Syed has worked with C-Suite executives of Fortune 100 firms in the past advising them on their Application Modernization efforts in aspects of IaaS, PaaS, SaaS, Cloud Security, Multi-cloud, Internet of Things during his tenure with reputed technology Advisory firms –PricewaterhouseCoopers and Ernst & Young. Syed is committed to advancing technology’s role in shaping the business landscape. Syed can be reached at smthameem@gmail.com.GAURAV DESHMUKH is a highly-skilled technology leader with over a decade of experience driving transformative software engineering initiatives. Throughout his career, he has held pivotal technical roles at prominent companies such as Guidewire, Cigna, Home Depot, American Agricultural Laboratory (AmAgLab), Tata Exlsi, and Amdocs. Gaurav's expertise encompasses a range of cutting-edge technologies, including cloud computing, cybersecurity, software automation, data engineering, and full-stack development with various programming languages and web technology frameworks. He employs his vast knowledge to create innovative solutions that optimize workflows and drive business growth.Gaurav holds both an MBA and a Master's degree in Computer Science, with a focus on data warehousing and computer vision. He is dedicated to elevating the strategic role of software engineering in delivering business value. As a distinguished leader, Gaurav can be reached at gauravkdeshmukh89@gmail.com to explore transformative technical initiatives.Chapter 1: Introduction: Decentralized Business In The Web3 Era.- Chapter 2: Understanding Distributed Ledger Technologies (DLTs).- Chapter 3: Distributed Ledger Technologies: Relevance for Cloud Professionals.- Chapter 4: Use Cases of DLTs in Cloud Computing.- Chapter 5: Integrating DLTs into Cloud-Based Infrastructures.- Chapter 6: Challenges and Security Considerations in Decentralized Implementations.- Chapter 7: Web3 Strategies for Cloud Professionals.- Chapter 8: Case Studies: Successful Transitions.- Chapter 9: Regulatory Considerations in Decentralized Cloud Solutions.- Chapter 10: Future Trends: The Intersection of Cloud and Decentralized Technologies.- Chapter 11: Conclusion: Navigating the Web3 Landscape.
Internet of Medicine for Smart Healthcare
This book provides in-depth explanations and discussions of the latest applications of Artificial Intelligence (AI), machine learning, and the Internet of Medicine, offering readers the cutting edge on this rapidly growing technology that has the potential to transform healthcare and improve patient outcomes. Over the past five years, there have been significant advances in healthcare through the use of artificial intelligence (AI) and machine learning (ML) technologies. AI and machine learning in medical imaging has significantly improved the accuracy and speed of medical imaging analysis, accelerated the drug discovery process by identifying potential drug targets and predicting the efficacy and safety of new drugs, and enabled personalized medicine by analyzing large amounts of patient data to identify individualized treatment plans based on a patient’s genetic makeup and medical history. Internet of Medicine (IoM) refers to the integration of the Internet of Things (IoT) and connected medical devices with healthcare systems and processes to enable remote monitoring, diagnosis, and treatment of patients. IoM is a subset of the larger Internet of Things concept, which involves the connection of everyday devices and appliances to the internet for various purposes. IoM has the potential to revolutionize healthcare by improving patient outcomes, reducing costs, and increasing efficiency. Some of the specific applications of IoM include remote patient monitoring, real-time data analysis, predictive analytics, smart hospitals, and personalized medicine. Abhishek Kumar, PhD, is an assistant director and associate professor in the Computer Science and Engineering Department in Chandigarh University, Punjab, India. He has over 13 years of academic experience with more than 100 publications in reputed, peer-reviewed national and international journals, books, and conferences. Additionally, he has also authored six books and edited 25 books that have been internationally published. He is also a member of various national and international professional societies in the field of engineering and research, including the Institute of Electrical and Electronics Engineers, International Association of Engineers, and Institute of Research Engineers and Doctors. Narayan Vyas is a principal research consultant at AVN Innovations, where he is actively involved in research and development in computer science and engineering. He qualified for the National Testing Agency’s University Grants Commission National Eligibility Test and Junior Research Fellowship on his first attempt, showcasing his academic excellence. He has published many articles in reputed, peer-reviewed national and international Scopus journals and conferences. Additionally, he has served as a keynote speaker and resource person for several workshops and webinars conducted in India. Pramod Singh Rathore is an assistant professor in the Department of Computer and Communication Engineering, Manipal University, Jaipur. With over 11 years of academic teaching experience, he has published more than 55 papers in reputable, peer-reviewed national and international journals, books, and conferences and co-authored and edited numerous books with well-known publishers. He serves on the editorial and advisory committees of the Global Journal Group and is a member of various national and international professional societies in the field of engineering and research, including the International Association of Engineers. Abhineet Anand, PhD, is the Director in the department of Advanced Information Technology-Computer Science and Engineering, Chandigarh University with over 22 years of experience. He has published more than 40 Scopus-indexed papers, 25 papers in international conferences, eight international journals, three national journals, and three national conferences. He has been part of 20 special sessions at various international conferences as a session chair/co-chair and contributed at 20 different conferences as a Technical Program Committee member. Pooja Dixit is visiting faculty in the Department of Computer Science and Engineering, Maharshi Dayanand Saraswati University, Ajmer, India with over eight years of experience. She has published many papers in reputable, peer-reviewed national and international journals, books, and conferences. Her research includes Artificial intelligence, Data Mining, Machine Learning, and Internet of Things. Preface xxiii 1 Omics Data Integration in AI System for Immediate and Carryover Effects of Neurodynamic Exercises on SLR Ranges Among Acute PIVD Patients 1Durga Bahuguna, Vaibhav Agarwal and Manish Kumar Jha 1.1 Introduction 2 1.2 Literature Review 3 1.3 Methodology 7 1.4 Hypothesis 8 1.5 Procedure 12 1.6 Intervention 13 1.7 Data Analysis 14 1.8 Result 14 1.9 Discussion 17 1.10 Conclusion 19 References 19 2 Effectiveness of Graph-Based Methods for Biological Networks for Primal Reflex Release Techniques on Pain and Disability in Cervicogenic Headache Patient 23Siddhartha Kuriyal, Manish Kumar Jha, Vaibhav Agarwal and Amit Sharma 2.1 Introduction 23 2.2 Literature Review 26 2.3 Methodology 30 2.4 Procedure 32 2.5 Conclusion 40 References 40 3 Application of AI in Determining Immediate and Carryover Effects of Primal Reflex Release Technique Neural Reboot on SI Joint Mobility 43Rakesh Chaudhary, Vaibhav Agarwal and Aashish Negi 3.1 Introduction 44 3.2 Literature Review 45 3.3 Methodology 49 3.4 Results 52 3.5 Conclusion 60 References 60 4 Future Trends in Bioinformatics AI Integration for Analyzing Immediate Effect of Primal Reflex Release Technique in Neck Pain and Stiffness Patients 65Aditya Sharma, Manish Kumar Jha, Vaibhav Agarwal and Amit Sharma 4.1 Introduction 66 4.2 Literature Review 70 4.3 Methodology 73 4.4 Conclusion 85 References 86 5 Evolutionary Computation in Bioinformatics Analyzing the Effects of Neurodynamic Exercises on Pain and Disability in Carpal Tunnel Syndrome Patients 89Manish Pathak, Vaibhav Agarwal and Manish Kumar Jha 5.1 Introduction 90 5.2 Literature Review 93 5.3 Methodology 95 5.4 Result and Discussion 101 5.5 Conclusion 107 References 108 6 Imperative Role of Artificial Intelligence and Nanotechnology in Healthcare Sector for Sustainable Development 111Sheela Bijlwan 6.1 Introduction 112 6.2 Literature Review 114 6.3 AI Applications in Healthcare Industries 115 6.4 Application of AI and Nanotechnology in Medicine 116 6.5 AI and Nanotechnology in Anti-Aging Medicines 117 6.6 Result 119 6.7 Discussion 119 6.8 Conclusion 122 References 122 7 Holistic Approaches for Sleep Pattern Enhancement Using AI and Yoga Therapy: A Comprehensive Scientific Approach 127Somlata Jha and Siddhant Rajhans 7.1 Introduction 127 7.2 Understanding Sleep Patterns 128 7.3 The Importance of Quality Sleep 128 7.4 The Role of AI in Sleep Pattern Enhancement 128 7.5 How AI Works to Enhance Sleep 129 7.6 How Yoga Influences Sleep 129 7.7 Combining AI and Yoga for Better Sleep 130 7.8 The Synergy of AI and Yoga 130 7.9 Scientific Research on Sleep Improvement 131 7.10 The Mind–Body Connection 131 7.11 A Holistic Approach to Sleep 132 7.12 Practicing Yoga for Better Sleep 133 7.13 AI-Enabled Sleep Tracking Devices 134 7.14 Personalized Sleep Plans 135 7.15 Lifestyle Factors and Sleep 135 7.16 Conclusion 136 References 137 8 Ethical Consideration in Bioinformatics in AI for Analyzing the Effects of Using SHAT Device on Upper Extremity Functions in Stroke Patients 139Kapil Lakhwara, Vaibhav Agarwal and Manish Kumar Jha 8.1 Introduction 140 8.2 SHAT Device (Synchronized Hand Arm Training Device) 141 8.3 How to Perform SHAT Exercises 141 8.4 Literature Review 143 8.5 Methodology 146 8.6 Protocol 147 8.7 Procedure 148 8.8 Results 149 8.9 Discussion 152 8.10 Conclusion 154 References 155 9 AI-Driven Drug Discovery and Repurposing for Analyzing Long-Term Effects of Nerve Sliders and Tensioners on Quality of Life in Cervicogenic Headache Patients 159Shashwat Pandya, Manish Kumar Jha, Vaibhav Agarwal and Amit Sharma 9.1 Introduction 160 9.2 Literature Review 163 9.3 Methodology 166 9.4 Protocol 168 9.5 Procedure 168 9.6 Discussion 174 9.7 Conclusion 176 References 177 10 Using Artificial Intelligence (AI) Analyzing Recent Advancements in the Anti-Cancerous Properties of Edible Mushrooms and Their Association with the Mode of Action of Polysaccharides 181Vishal Rajput, Manish Tenguria, Sanjay Gupta, Neha Sharma and Smriti Rai 10.1 Introduction 182 10.2 Polysaccharide Metabolism and Bioavailability 184 10.3 Conclusion 196 References 197 11 Impact of Artificial Intelligence (AI) in Bioremediation of Dairy Effluent by Microalgae and the Potential Application of the Produced Lipid Byproducts 201Nisha Dhillon, Vivek Kumar, Geeta Bhandari and Sanjay Gupta 11.1 Introduction 202 11.2 Microalgae 204 11.3 Lipid-Producing Microalgal Strains 204 11.4 Biosynthesis of Lipid in Microalgae 208 11.5 Applications of Microalgal Lipids 211 11.6 Challenges in the Field of Microalgal Biomass Productivity 217 11.7 Conclusion 218 References 219 12 Smart Collision Recognition and Reporting System with GPS and GSM Integration 223Gaurav Aggarwal, Pooja Joshi and Ashutosh Bhatt 12.1 Introduction 224 12.2 Literature Review 225 12.3 Block Diagram 226 12.4 Methodology 226 12.5 Conclusion 233 References 234 13 Evolution and Impact of Wearable Devices in Healthcare: Anatomy of Wearable Technology and its Influence on Medical Sciences 237M. P. Ambali and V. C. Patil 13.1 Introduction 238 13.2 Historical Development of Wearable Technology 242 13.3 Anatomy of Wearable Technology 244 13.4 Types of Wearable Devices in Healthcare 248 13.5 Applications of Wearable Technology in Medical Sciences 251 13.6 Impact of Wearable Technology on Healthcare 254 13.7 Future Trends and Innovations in Wearable Technology 258 13.8 Conclusion 259 References 260 14 Current State of Wearable Healthcare Technology: Physiology and Biochemistry of Wearable Sensors and Devices 263Jyotsna A. Patil and Shrirang N. Patil 14.1 Introduction 264 14.2 Physiological Monitoring 266 14.3 Biochemical Monitoring 269 14.4 Integration of Sensors and Devices 271 14.5 Applications in Healthcare 275 14.6 Advances in Data Analytics and Artificial Intelligence 277 14.7 Challenges and Future Directions 279 14.8 Conclusion 284 References 285 15 Real-Time Data Acquisition and Analysis Techniques: Microbiological and Immunological Aspects of Real-Time Health Data Collection 287Satish R. Patil and Supriya S. Patil 15.1 Introduction 288 15.2 Real-Time Microbiological Data Collection 292 15.3 Real-Time Immunological Data Collection 297 15.4 Technology and Tools for Real-Time Data Collection 302 15.5 Data Analysis Techniques 305 15.6 Case Studies and Applications 308 15.7 Future Directions and Challenges 311 15.8 Conclusion 313 References 314 16 Applications of Real-Time Data in Healthcare Interventions: Pharmacological Interventions Based on Real-Time Data Analytics 317V. M. Thorat and Satish V. Kakade 16.1 Introduction 318 16.2 Personalized Medicine 323 16.3 Treatment Efficacy 327 16.4 Proactive Interventions 332 16.5 Clinical Trials 334 16.6 Challenges and Future Directions 339 16.7 Conclusion 343 References 343 17 Strategies for Integrating Wearable Technology with Healthcare Systems: Pathological Considerations in Wearable Device Integration 347Sujata Raghunath Kanetkar and Vaishali V. Raje 17.1 Introduction 348 17.2 Pathological Considerations in Wearable Device Integration 352 17.3 Strategies for Effective Integration 357 17.4 Case Studies and Examples 362 17.5 Future Directions and Emerging Trends 366 17.6 Conclusion 370 References 371 18 Challenges and Solutions in Healthcare System Integration: Histological Perspectives on Wearable Device Integration Challenges 373Yugantara R. Kadam and Sujata Raghunath Kanetkar 18.1 Introduction 374 18.2 Challenges in Integrating Wearable Devices 377 18.3 Interoperability Challenges 381 18.4 Security and Privacy Concerns 383 18.5 Accuracy and Reliability of Data 387 18.6 Scalability and Sustainability 390 18.7 Solutions to Integration Challenges 395 18.8 Case Studies and Best Practices 398 18.9 Future Trends and Outlook 400 18.10 Conclusion 402 References 402 19 Role of Wearable Technology in Mental Health Monitoring and Management: Psychiatric Insights into Wearable Technology Adoption 405Sharad V. Kshirsagar and V. C. Patil 19.1 Introduction 406 19.2 Adoption of Wearable Technology in Mental Healthcare 410 19.3 Data Privacy and Security in Mental Healthcare 414 19.4 Potential Impact of Wearable Technology in Mental Healthcare 418 19.5 Case Studies and Examples 421 19.6 Future Directions and Challenges 424 19.7 Conclusion 425 References 426 20 Ethical Considerations in Mental Health Data Collection and Analysis: Ethical and Legal Aspects of Mental Health Data in Wearable Technology 429V. M. Thorat and M. P. Ambali 20.1 Introduction 430 20.2 Ethical Principles in Mental Health Data Collection and Analysis 433 20.3 Legal Frameworks for Mental Health Data in Wearable Technology 435 20.4 Informed Consent in Wearable Technology 436 20.5 Data Security and Privacy in Mental Health Wearables 438 20.6 Potential Misuse of Mental Health Data 441 20.7 Ensuring Equity in Access to Mental Health Wearables 442 20.8 Ethical Guidelines for Researchers and Practitioners 444 20.9 Conclusion 446 References 446 21 Ethical Challenges and Guidelines for AI Deployment in Healthcare: Urological and Gastroenterological Perspectives on Ethical AI Deployment 449Sujata Raghunath Kanetkar and V. M. Thorat 21.1 Introduction 450 21.2 Ethical Principles in AI Deployment 453 21.3 Challenges in AI Deployment in Urology and Gastroenterology 456 21.4 Guidelines for Ethical AI Deployment in Urology and Gastroenterology 458 21.5 Case Studies 463 21.6 Future Directions and Recommendations 465 21.7 Conclusion 466 References 467 22 Future Directions and Opportunities in AI-Driven Healthcare: Family Medicine and Anesthesiological Future Directions in AI-Driven Healthcare 469Vithal K. Dhulkhed and Shekhar M. Kumbhar 22.1 Introduction 470 22.2 AI Applications in Family Medicine 472 22.3 AI Applications in Anesthesiology 475 22.4 Current Challenges and Limitations 478 22.5 Future Directions and Opportunities 480 22.6 Case Studies and Examples 482 22.7 Conclusion 484 References 485 About the Editors 489 Index 493
AI and the Reinvention of Work
Artificial intelligence will fundamentally change our working world. We can already see what technology is capable of, but that is nothing compared to what we can expect in the future. Should we be afraid of these changes, or should we welcome them? Are we at the mercy of an unstoppable force? No, because, after all, we are the ones who have brought about this development. This book will help you evaluate your fears by putting the upcoming changes on a solid base. It shows where we have come from in order to understand where we are going to, or, in other words, where we should go in order to shape the future at our will. Using scenarios, Klaus Kornwachs examines the fields of work in which major AI-related changes can be expected and shows that major disruptions have already taken place in the past. You will find out what today’s developments mean and how to classify them without rushing to proclaim a new age. The book offers an outlook on possible future work environments. Work will probably consist of more creative, less routine-based activities. The current employer-employee relationship will change from working to rule to defining and completing tasks independently. This is not a prediction, but a spectrum of possibilities that could result from the technological developments. There is always more than one option. To find out what we want, it is worth looking at the meaning of work as part of human existence. There are many different views on this, all of which are presented in the book. After reading this book, some of the current discussions about the impact of AI on the working world will appear exaggerated to you. You will gain a better understanding of the limits of AI as well as our own limits. You will also be able to decide where AI can overcome those limits and where we need to set limits for ourselves.
Praxishandbuch KI-VO
• Detaillierter Überblick über die KI-Verordnung • Auswirkung der Verordnung auf verschiedene Bereiche (u. a. Finanzen, Arbeitsrecht, Werbung und Verwaltung) • Verwandte Rechtsgebiete (Datenschutz-, IP- und IT-Recht) • Praxisüberblick über KI Governance, Risk und Compliance in Unternehmen • Informationen zu Standards, Normen und Zertifizierungen Von Expertinnen für Praktiker:innen – mit diesem Handbuch bereiten Sie sich praxisnah und rechtskonform auf die Anforderungen der europäischen KI-Verordnung vor. Informieren Sie sich umfassend über die Auswirkungen auf die verschiedenen Anwendungsbereiche künstlicher Intelligenz im privaten und öffentlichen Sektor. Nach einer kurzen Einführung in die Geschichte und Technik von KI erhalten Sie eine detaillierte Einordnung der Inhalte der KI-Verordnung anhand der verschiedenen Risikoklassen. Anschließend werden mit dem Einsatz von KI eng verbundene Rechtsgebiete, insbesondere Datenschutz-, IP- und IT-Recht, eingehend behandelt. Anhand von Fallbeispielen erfahren Sie, welche Auswirkungen die KI-VO auf verschiedene Bereiche wie autonomes Fahren, Arbeit, kritische Infrastruktur, Medizin, Versicherung etc. hat. Dabei wird auch die Wechselwirkung mit den für diese Bereiche relevanten Rechtsgebieten berücksichtigt. Ein Praxisüberblick über das Thema KI Governance, Risk und Compliance (GRC) in Unternehmen, Tipps zur Anwendung von Richtlinien und Governance-Rahmenwerken, Umsetzungsideen für eine vertrauenswürdige KI sowie Standards, Normen und Zertifizierungen runden das Werk ab. Das AUTORINNENTEAM besteht aus Juristinnen, die auf IT-und Datenschutzrecht und den Einsatz von KI spezialisiert sind. Darunter sind u. a. eine der Vertreter:innen Österreichs bei den KI-Gesetzesverhandlungen auf EU-Ratsebene und die Gründerin der österreichischen Sektion von Women in AI. AUS DEM INHALT // • Was ist KI und wie unterscheiden sich Datenwissenschaft und Datenanalytik? • Geopolitik der künstlichen Intelligenz • KI-VO: Rechte und Pflichten • Datenschutz • Geistiges Eigentum • KI und IT-Vertragsrecht • Privater Sektor • Öffentlicher Sektor • Ethik • Governance im Unternehmen
Prozesse mit BPMN managen und gestalten
Lernerfolg garantiert!Mit BPMN (Business Process Model and Notation) werden Prozesse modelliert und einheitlich grafisch dargestellt. BPMN bildet die Basis jeglicher Prozessoptimierung und verknüpft die Anforderungen von Management und IT.Dieses Praktikerwerk besteht aus zwei Teilen: einem Lexikon und einem Aufgabenteil mit Lösungen.Im Lexikonteil werden alle wesentlichen Begriffe rund um BPMN praxisorientiert erläutert und mit vielen Beispielen veranschaulicht. Alle relevanten Fragen rund um das Managen und Modellieren der Prozesse werden dabei beantwortet: Worauf kommt es an? Was sind die Ziele? Warum sind Regeln wichtig und welche bieten sich an? Oder was ist beispielsweise bei der Prozessanalyse, Hierarchisierung oder beim Stil zu beachten?Beim Aufgaben- und Lösungsteil geht es um die konkrete Umsetzung. Hier kommen Sie direkt ins Tun. Die Aufgaben umfassen von Analysen, grafischen Darstellungen bis hin zur Dokumentation Problemstellungen, die genau so auch in der Praxis vorkommen. Anhand des praktischen Lösungsteils ist dabei jederzeit eine Selbsteinschätzung möglich und der Lernerfolg garantiert.- Wissen, worauf es bei BPMN ankommt- Prozesse managen und modellieren- Einfach, anschaulich und konsequent praxisorientiert Dipl. Ing. Klemens Hauk studierte Elektrotechnik und Nachrichtentechnik an der RWTH Aachen. Er ist freiberuflicher IT-Projektleiter (ERP/SAP), IT-Manager in der Industrie (Prozesse & Anwendungsentwicklung), Dozent und Lehrbeauftragter für IT, Projektmanagement, Prozessmodellierung und SAP.
AI for Utilities
This transformative book explores the power of artificial intelligence (AI) in revolutionizing the utilities industry. It covers crucial topics such as intelligent grids, decentralized energy resources, customer engagement, electric vehicle integration, and more, providing a comprehensive and practical guide to successfully navigate the energy transition.In today's world, the urgency of addressing climate change and transitioning to sustainable energy systems is undeniable. With approximately 60 percent of global greenhouse gas emissions attributed to the energy sector, utilities play a vital role in achieving sustainability goals. The traditional utility business model faces disruption from renewable energy, changing consumer expectations, and regulatory shifts. Embracing AI emerges as a key solution to optimize operations, enhance grid reliability, and meet evolving customer demands.Through compelling case studies and industry-specific use cases, you will discover how AI drives innovation, improves operational efficiency, and contributes to a greener and more sustainable world. As the demand for cleaner and more sustainable energy practices grows, this book demonstrates how AI can support utilities in meeting these demands, making them more resilient, agile, and customer-centric.Whether you're a seasoned industry expert or a curious student, this book equips you with the knowledge and insights to embrace sustainability, navigate the complex energy landscape, leverage AI to shape a positive future, and join the movement towards a greener world, empowered by AI's potential in the utilities industry.WHAT YOU WILL LEARN* Understand the challenges and opportunities for utilities in the context of climate change, energy poverty, and the evolving business landscape* Discover how rapid transformation is needed in the utilities sector to overcome challenges and leverage opportunities for a sustainable future* Gain insight into the role of technology, particularly artificial intelligence (AI), as a critical tool for utilities in their transformation journey* Be aware of how AI can be applied in building the future utility industry, including its potential impact on energy efficiency, intelligent energy ecosystems, community engagement, and new business models* Gain knowledge of the adoption of AI and machine learning technologies in the utility industry, including the current state, barriers, significant influencing factors, and an AI adoption maturity model for utilities* Recognize the sustainability imperative for utilities and how AI can help in achieving sustainable energy practices* Become familiar with the transformation of power generation, microgrids, intelligent transmission and distribution systems, utilities retail, mobility through electric vehicles, and the integration of distributed energy resources(DER) using AI* Gain insight into the potential of AI in addressing challenges and driving innovation in the energy ecosystem, such as optimizing power generation assets, enhancing grid intelligence, improving customer service, and enabling clean energy awareness in the metaverseWHO THIS BOOK IS FORProfessionals and decision makers in the global utilities industry who want to leverage artificial intelligence (AI) technologies to transform their operations and address challenges and opportunities in the energy sector. This book may also appeal to researchers, academics, and students in the fields of energy engineering, environmental science, data analytics, and AI who want to gain a deeper understanding of AI in the utilities sector and its implications for sustainable energy systems.DR. DEBHASHISH ROY has emerged as a luminary in the realm of Technology Innovation Leadership, particularly within the Utilities industry, boasting nearly 15 years of distinguished service. His tenure is marked by a profound commitment to harnessing the potential of Digital, Cloud, AI/ML, and Analytics to catalyze significant business transformations for Fortune 500 organizations. As a Technology Leader within the Technology Advisory and Client Delivery sector of a premier Fortune 500 company since 2010, Dr. Roy has made indelible strides in the Utilities sector, demonstrating an unmatched prowess in addressing complex industry challenges and championing innovation.His tenure includes the development and implementation of pioneering solutions in AI, Machine Learning, and Cloud technologies, which have been instrumental in propelling business visions and enhancing operational efficiencies. Dr. Roy's dedication to AI for sustainable development is particularly noteworthy, emphasized by his doctoral research and the development of over 10 AI-powered patents. This commitment positions him as a respected thought leader in the field.This book encapsulates Dr. Roy's journey of transformative leadership and his unwavering commitment to advancing sustainable, AI-driven solutions within the Utilities sector, setting a benchmark for innovation and excellence.Chapter 1: AI for Utilities.- Chapter 2: Utilities of the Future.- Chapter 3: Utilities Building Digital DNA.- Chapter 4: AI Adoption in Utilities.- Chapter 5: Sustainability Imperative for Utilities.- Chapter 6: Generating Power in the New Low Carbon Economy.- Chapter 7: Microgrid - Macro Impact.- Chapter 8: Intelligent Transmission and Distribution.- Chapter 9: Utilities Retail Reimagined.- Chapter 10: Transforming Mobility Through EV.- Chapter 11: Age of DER.- Chapter 12: Utilities in the Metaverse.
How to Launch a Token
Take a deep dive into the intricacies of launching and successfully managing a cryptocurrency token. This book is an indispensable resource, providing invaluable insights and practical advice.Spanning 12 chapters, the book begins with the fundamentals, explaining the different types of tokens and the core concepts of crypto projects, guiding readers through the critical decision-making process about the necessity and role of a token in their venture. As the narrative progresses, you are taken on a journey through the lifecycle of a crypto project. It emphasizes the importance of a well-thought-out roadmap, a compelling pitch deck, and the crucial process of assembling a skilled team.Diving deeper, the book explores the complex world of tokenomics, reviewing the various economic models behind tokens and how to tailor them to specific projects. A key aspect of this guide is its focus on go-to-market strategies, including targeting the right audience, effective marketing techniques, and the vital role of community building. Additionally, it addresses the essentials of fundraising in the crypto space, highlighting the types of investors to approach and strategies for engaging them effectively.Security and stability are paramount in the crypto world. The book provides a detailed analysis of the storage and custody of funds, comparing centralized and decentralized mechanisms and emphasizing the importance of robust security measures. This is crucial for ensuring liquidity and accessibility of the token in the market. The guide culminates with a focus on the launch day, detailing the preparation, organization, and key considerations to ensure a successful token launch. When done you’ll be well-equipped to navigate the complex and exciting world of cryptocurrency token launches.WHAT YOU’LL LEARN* Develop a successful launch strategy for a token.* Prepare the decks and documents for a successful token campaign.* Discover negotiation tactics required to reduce fees for all your counterparts.* Explore techniques required to maintain the health and popularity of your token.WHO THIS BOOK IS FORThose considering launching a token, companies looking to tokenize assets, accelerators and incubators, advisors and blockchain teachers/professors, and crypto firms as part of their onboarding material.Alexander T. Rees-Evans recently moved into the world of crypto, initially collaborating with the luxury asset trading platform, Idoneus. Since then, he has headed up large sales teams in a centralized exchange, private placement platforms and was the international sales director at Kaizen Finance where over 40 projects were built and launched. Rees-Evans is currently a senior advisor at DVerse, a multi-award winning Web3 consultancy firm working with some of the largest companies in this space such as Algorand, Farcana, AnimocaBrands and Assassin’s creed. He also presides over the blockchain and cybernetic commission of the World Business Union, is a mentor at Techstars, Blockstart, AVio and GeniusX, and an accredited partner of the BTCSafezone, the most secure platform for exchanging Bitcoin and USDT.Chapter 1: Introduction to launching a token.- Chapter 2: Project structure.- Chapter 3: Tokenomics.- Chapter 4: Market Cycles.- Chapter 5: Go to market strategies.- Chapter 6: Mandatory stages of your product.- Chapter 7: Raising funds.- Chapter 8: Storage and custody of funds.- Chapter 9: Market making.- Chapter 10: DEXs and CEXs.- Chapter 11: How to prepare for your launch day.- Chapter 12: Token health, longevity and final words.
Mastering VMware Cloud Disaster Recovery and Ransomware Resilience
Examine the complexities of detecting ransomware and the potential rocky road to recover after it has infected a system environment. This book addresses the topic of Disaster and Ransomware Recovery in the VMware Cloud.You’ll start by examining the challenge of implementing a robust disaster recovery solution, and how to address it through a Disaster Recovery-as-a-service (DRaaS) approach. The book then introduces the basics of the VMware Live Cyber Recovery solution and how it is fully integrated with VMware Cloud on AWS to offer an easy-to-use SaaS-based solution with a pay-as-you-go model for a faster recovery at a very low TCO. It also provides a technical deep dive into VMware Live Cyber Recovery architecture by detailing the features and capabilities of the solution including the concepts of Protected Sites, Protection Groups, Disaster Recovery Plans, and Failover testing.In subsequent chapters, you’ll review in depth the Ransomware recovery case where you will learn more on the impact of Ransomware on IT organizations and how to address ransomware recovery. Finally, you’ll take a deep dive into the technical architecture and features of the VMware Live Cyber Recovery Ransomware recovery capabilities, and how it can address ransomware threats with a very flexible, on-demand and easy-to-use SaaS delivery model with cloud economics. _Mastering VMware Cloud Disaster Recovery and Ransomware Resilience_ provides you with the best practices on how to recover from ransomware.WHAT YOU’LL LEARN* Review the different concepts of VMware Live Cyber Recovery* Understand the complexity of ransomware attacks and how it can impact your business.* Recover data after a ransomware attack* Implement a ransomware recovery solution.WHO THIS BOOK IS FORIT managers, IT architects, Cloud architects, network engineers, security officers, backup administrators, and infrastructure managersCHRISTOPHE LOMBARD is an IT Architect with 26 years of experience in designing and delivering complex solutions in both consultative and technical leadership with a specific focus on Cloud and IT Transformation. He has worked within large organizations like NEC, CSC, EMC, DELL, and more recently in a startup called Cloudreach. He has helped dozens of IT professionals and organizations achieve their business objectives through business and consultative engagements. During his career, he has served as a Network engineer, project manager, consultant and cloud architect.He started developing his knowledge in VMware in 2005 and his cloud expertise in 2015. He is passionate about the development of innovation in companies using new technologies: cloud, IaaS, infrastructure as code, microservices, and big data. His two areas of expertise opened a door for him at VMware in 2020 during the pandemic.As a Lead Cloud Solution Architect, Christophe helpsdrive VMware Cloud on AWS and VMware Cloud Disaster Recovery products adoption with key customers. He loves to learn, to enable and to educate people including customers, partners, and colleagues on all the cloud technologies he is focused on.Christophe holds an AWS Certified Solution Architect - Associate certification and has following VMware certifications: VMware Cloud (VCP-VMC) 2022, VCP & VCAP DCV, VCP & VCAP - Design NV 2021, and is vExpert 2021/2022/2023. Christophe also promotes and shares his knowledge on VMware technology and cloud solutions on his blog: vminded.com.In his spare time, he enjoys working on his creative pursuits such as photography. Find Christophe at linkedin.com/in/lombardchristopheChapter 1: Introduction-Disaster Recovery Context.- Chapter 2: Understanding VMware Live Cyber Recovery.- Chapter 3: Ransomware Threat and Recovery Strategies.
Let's code Lua!
Let's code Lua!Entdecke die vielfältigen Möglichkeiten von Lua! In diesem Buch lernst du spielerisch das Programmieren und erschaffst dabei deine eigenen Games, ganz ohne Vorkenntnisse. Die Programmiersprache Lua ist ideal für Einsteiger, da sie leicht zu lernen ist und schnelle Erfolgserlebnisse bringt.Tauche ein in die spannende Fantasywelt des jungen Zauberers Marvin und programmiere Schritt für Schritt unterhaltsame Minispiele. Von interaktiven Geschichten über »Feuer, Wasser, Eis« bis zu einem 2D-Actionspiel in der »Cave of Doom«. So eignest du dir die Grundlagen der Programmierung an – wie Variablen, Arrays und Schleifen. Maxime Wegesin bringt dir in diesem Buch alles bei, was du brauchst, um coole Games zu programmieren!Aus dem Inhalt:Der spielerische ProgrammieeinstiegHow to Code: die Grundlagen mit LuaSchritt für Schritt zum ersten GameVariablen, Ausdrücke, Arrays und SchleifenInteraktive Geschichten, Monster bekämpfenSpiel für Spiel dazulernenEinführung in das Löve-FrameworkSpiele mit Grafik, Sound und InputZeig, was du gelernt hast in der »Cave of Doom«Über den Autor:Maxime Wegesin hat 2014 an der Uni Bonn seinen Master of Science in Mathematik abgeschlossen. Schon während seines Studiums begleitete er mehrere Programmierkurse und entdeckte seine Leidenschaft dafür, anderen das Programmieren näherzubringen.