Computer und IT
PHP 8 Objects, Patterns, and Practice: Volume 1
Develop elegant and rock-solid systems using PHP, aided by three key elements: object fundamentals, design principles, and best practices. Now in its 7th edition, this book has been fully updated for PHP 8.3 and split into two volumes to better accommodate its wealth of new content. Volume 1 covers objects and patterns, while Volume 2 focuses on tools and best practices. You’ll begin this volume by reviewing PHP's object-oriented features including key topics such as class declarations, inheritance, and reflection. The second part of the book is devoted to design patterns. It explains the principles that make patterns powerful and covers many of the classic design patterns, as well as enterprise and database patterns. This volume provides a solid grounding in PHP's support for objects and builds on this foundation to apply the core principles of software design. New topics covered include read only classes, enumerations, typed class constants, as well as various additions to argument and return types. The knowledge gained from this book will help you master the object-oriented enhancements and the design patterns available for PHP 8, paving the way for developing best practices in Volume 2. You will: * Master advanced object-oriented features, including static methods and properties. * Manage error conditions with exceptions and create abstract classes and interfaces. * Use design principles to deploy objects and classes effectively in your projects. * Discover a set of powerful patterns that you can implement in your own projects. Develop elegant and rock-solid systems using PHP, aided by three key elements: object fundamentals, design principles, and best practices. Now in its 7th edition, this book has been fully updated for PHP 8.3 and split into two volumes to better accommodate its wealth of new content. Volume 1 covers objects and patterns, while Volume 2 focuses on tools and best practices. You’ll begin this volume by reviewing PHP's object-oriented features including key topics such as class declarations, inheritance, and reflection. The second part of the book is devoted to design patterns. It explains the principles that make patterns powerful and covers many of the classic design patterns, as well as enterprise and database patterns. This volume provides a solid grounding in PHP's support for objects and builds on this foundation to apply the core principles of software design. New topics covered include read only classes, enumerations, typed class constants, as well as various additions to argument and return types. The knowledge gained from this book will help you master the object-oriented enhancements and the design patterns available for PHP 8, paving the way for developing best practices in Volume 2. What You Will Learn * Work with object fundamentals. * Write classes and methods, instantiate objects, and create powerful class hierarchies using inheritance. * Master advanced object-oriented features, including static methods and properties. * Manage error conditions with exceptions and create abstract classes and interfaces. * Use design principles to deploy objects and classes effectively in your projects. * Discover a set of powerful patterns that you can implement in your own projects. Who This Book Is For Anyone with at least a basic knowledge of PHP who wants to use its object-oriented features in their projects. Matt Zandstra has worked as a web programmer, consultant, and writer for over two decades. In addition to this book, he is the author of SAMS Teach Yourself PHP in 24 Hours (three editions) and is a contributor to DHTML Unleashed. He has written articles for Linux Magazine, Zend, IBM DeveloperWorks, and php|architect Magazine, and also writes fiction. Matt was a senior developer/tech lead at Yahoo and API tech lead at LoveCrafts. He now runs an agency that advises companies on their architectures and system management, and develops systems primarily with PHP, Python, and Java. Part I. Objects.- 1. PHP: Design and Management.- 2. PHP and Objects.- 3. Object Basics.- 4. Advanced Features.- 5. Object Tools.- 6. Objects and Design.- Part II. Patterns.- 7. What Are Design Patterns? Why Use Them?.- 8. Some Pattern Principles.- 9. Generating Objects.- 10. Patterns for Flexible Object Programming.- 11. Performing and Representing Tasks.- 12. Enterprise Patterns.- 13. Database Patterns.
Applied Data Science Using PySpark
This comprehensive guide, featuring hand-picked examples of daily use cases, will walk you through the end-to-end predictive model-building cycle using the latest techniques and industry tricks. In Chapters 1, 2, and 3, we will begin by setting up the environment and covering the basics of PySpark, focusing on data manipulation. Chapter 4 delves into the art of variable selection, demonstrating various techniques available in PySpark. In Chapters 5, 6, and 7, we explore machine learning algorithms, their implementations, and fine-tuning techniques. Chapters 8 and 9 will guide you through machine learning pipelines and various methods to operationalize and serve models using Docker/API. Chapter 10 will demonstrate how to unlock the power of predictive models to create a meaningful impact on your business. Chapter 11 introduces some of the most widely used and powerful modeling frameworks to unlock real value from data.In this new edition, you will learn predictive modeling frameworks that can quantify customer lifetime values and estimate the return on your predictive modeling investments. This edition also includes methods to measure engagement and identify actionable populations for effective churn treatments. Additionally, a dedicated chapter on experimentation design has been added, covering steps to efficiently design, conduct, test, and measure the results of your models. All code examples have been updated to reflect the latest stable version of Spark.You will:* Gain an overview of end-to-end predictive model building* Understand multiple variable selection techniques and their implementations* Learn how to operationalize models* Perform data science experiments and learn useful tipsRAMCHARAN KAKARLA is currently Principal ML at Altice USA. He is a passionate data science and artificial intelligence advocate with 10 years of experience. He holds a master’s degree from Oklahoma State University with specialization in data mining. He is currently pursuing masters in management from University of California, LA. Prior to UCLA and OSU, he received his bachelor’s in electrical and electronics engineering from Sastra University in India. He was born and raised in the coastal town of Kakinada, India. He started his career working as a performance engineer with several Fortune 500 clients including State Farm, British Airways, Comcast and JP Morgan Chase. In his current role he is focused on building data science solutions and frameworks leveraging big data. He has published several papers and posters in the field of predictive analytics. He served as SAS Global Ambassador for the year 2015.SUNDAR KRISHNAN is a Senior Data Science Manager at CVS Health. He has 12+ years of extensive experience leading cross-functional Data Science teams and is an AI, ML, and cloud platform expert. He has a proven track record of building high-performing teams and implementing innovative AI strategies to optimize operational costs and generate substantial revenue. Expert in 0 to 1 product development, successfully led teams from conception to market-ready products in Gen AI & data science. Sundar was born and raised in Tamil Nadu, India, and has a bachelor's degree from the Government College of Technology, Coimbatore. He completed his master's at Oklahoma State University, Stillwater. He blogs about his data science works on Medium in his spare time.BALAJI DHAMODHARAN isanaward winning global Data Science leader, guiding teams to develop and implement innovative, scalable ML solutions. He currently leads the AI/ML and MLOps strategy initiatives with NXP Semiconductors. He has over a decade of experience delivering large-scale technology solutions across diverse industries. His expertise spans Software Engineering, Enterprise AI platforms, AutoML, MLOps, and Generative AI technologies. Balaji holds Masters degrees in Management Information Systems and Data Science from Oklahoma State University and Indiana University. Originally from Chennai, India, Balaji currently resides in Austin, TX, USA.VENKATA GUNNU is a Senior Executive Director of Knowledge Management and Innovation atJPM Chase. He is an executive with a successful background crafting enterprise-wide data anddata science solutions, GenAI, process improvements, and data and data science-centricproducts. Concept to implementation strategist with demonstrated success controlling multipleprojects that elevate organizational efficiency while optimizing resources. Data-focused andanalytical with a track record of automating functions, standardizing data management protocol,and introducing new business intelligence solutions.Chapter 1: Setting up the Pyspark Environment.- Chapter 2: PySpark Basics .- Chapter 3: Variable Selection.- Chapter 4: Variable Selection.- Chapter 5: Supervised Learning Algorithms.- Chapter 6: Model Evaluation.- Chapter 7: Unsupervised Learning and Recommendation Algorithms.- Chapter 8: Machine Learning Flow and Automated Pipelines.- Chapter 9: Deploying machine learning models.- Chapter 10: Experimentation.- Chapter 11: Modeling Frameworks.
Mastering Spring AI
Dive into the future of programming with this comprehensive guide for Java developers to integrate large language models (LLMs) and Generative AI using the Spring Framework. This book comes at a revolutionary time when AI technology is transforming how we implement solutions in various fields, including natural language processing, content generation, and predictive analytics. With its widespread use in the Java community, the Spring Framework is a logical choice for this integration.By focusing on integrating LLMs and GenAI with Spring, this book bridges a significant gap between cutting-edge AI technologies and traditional Java development practices. The author uses a hands-on approach, guiding you through practical implementation to effectively show how to apply theory in real-world situations. Basic introductions of topics—Spring AI, Spring Framework, and other related AI technologies—evolve into advanced integrations to ensure that you find valuable insights regardless of your starting level. Additionally, this book dedicates sections to security and ethical considerations, addressing the pressing issues associated with AI.With a look at emerging trends and future developments, this book prepares you for what's next, ensuring that you are not just catching up with the current state of technology but are also ready for future advancements.WHAT YOU WILL LEARN• Master the integration of LLMs and GenAI with the Spring Framework• Develop practical skills in developing AI-driven applications using Java• Gain insights into handling data, security, and ethical considerations in AI applications• Apply strategies for optimizing performance and scalability in AI-enabled applications• Prepare for future AI trends and technologiesWHO THIS BOOK IS FORIntermediate to advanced Java developers who are familiar with the Spring Framework, including concepts such as dependency injection, Spring Boot, and building RESTful services. This foundational knowledge will help developers grasp the more advanced topics of integrating AI technologies with Spring. Prior knowledge of basic AI concepts and machine learning is helpful but not essential as the book covers these topics from the ground up.BANU PARASURAMAN is a distinguished AI-Enabled Cloud Solution Architect with over 30 years of experience in the IT industry, specializing in Generative AI, Machine Learning, and Large Language Models (LLMs) within cloud-native environments. As a trusted advisor to numerous companies across diverse sectors globally, he guides clients in transitioning to cloud platforms and implementing cutting-edge solutions such as Kubernetes and Cloud Foundry. His expertise spans major cloud platforms, and he's a passionate advocate for integrating AI and ML into cloud-native architectures. A frequent speaker at tech conferences and a prolific blogger, Banu bridges the gap between technical implementation and business strategy, helping organizations leverage the power of cloud computing enhanced by AI technologies. His comprehensive experience and forward-thinking approach make him a valuable asset in navigating the complex landscape of modern IT, particularly in harnessing the potential of Generative AI and LLMs in cloud-native solutions.1: Introduction to Generative AI and Large Language Models (LLMs).- 2; Exploring Spring.io, Spring Components for Gen AI: The Developer's Backbone .- 3: Spring AI and LLMs.- 4: Spring AI and RAG.- 5: Conversational AI with Spring AI.- 6: Function Calling with Spring AI.- 7: Productionizing Spring AI.- 8: Real-world Case Studies.
Redefining Cross-Border Financial Flows
Analyse how AI and other cutting-edge technologies affect the complex web of international financial transactions. The global remittance sector and artificial intelligence (AI) work together in a way that is testament to the revolutionary force of innovation in the always changing financial and technology landscape. As we stand at the threshold of a new age, this book aims to explore the layers of complexity underlying the confluence of AI and remittances.Your investigation will go beyond the current state of affairs and into the future, whereby predictive analytics and autonomous financial transactions will fundamentally alter the way that we send and receive money internationally. This process's incorporation of AI technology represents a revolution rather than a simple progression, one that might improve millions of people's lives by streamlining, securing, and lowering the cost of financial transactions. This book breaks down the complex workings of AI prediction models, reveals how blockchain integration may be used to facilitate safe and transparent transactions, and examines how biometric authentication can strengthen the security of financial transactions. It dives into the complexities of regulatory compliance, understanding the difficult balance between innovation and conformity to existing standards.When machines carry out transactions based on complex algorithms and current market circumstances, what does it entail for people and economies? What effect does this change have on how people make financial decisions? This book is an invitation to imagine a future in which financial systems are not just efficient but also naturally intelligent. It is a call to reflect on the moral ramifications, the effects on society, and the obligations that accompany the dawn of a new era of financial opportunity. Remittances are about to undergo a revolution, and you have a crucial role to play in determining how this will play out.WHAT YOU’LL LEARN* Understand the integration of AI and other technology in remittances to enhance efficiency, security, and cost-effectiveness of cross-border financial transactions.* Examine the impact of AI-driven cross border flows on global economic development, particularly in communities heavily reliant on remittances.* Investigate the social benefits and potential challenges posed by AI in maintaining or altering familial and community ties through remittance flows* Critically evaluate regulatory and ethical challenges while fostering innovation and adhering to existing financial laws and standards.* Explore future scenarios where AI governs autonomous financial transactions and the role of humans in an AI-driven financial ecosystem.* Debate how such changes might redefine personal and communal financial interactions.WHO THIS BOOK IS FORFinTech practitioners, Finance students, professionals in working in Payments and/or RemittancesHari Prasad Josyula is a FinTech product transformation expert with over 15 years’ experience in delivering innovative customer-centric solutions. He is currently product analyst at Dow Jones. He is a functional solution architect across banking, asset and wealth management, financial services, regulatory compliance and reporting, logistics and supply chains. He is also a certified scrum product owner, ITIL service manager, and scrum master with a strong background in data analytics, business analysis, and agile methodologies.His research interests including artificial intelligence (AI) in banking (anti-money laundering, fraud and risk management), generative AI for operational efficiency in financial services, open banking, blockchain and cryptocurrencies, central bank digital currencies. Embedded payments, programmable payments, financial risk management, product, program and portfolio management.Josyula has a MBA in Finance from Suffolk University, Boston, MA and a MS in Physical Sciences from Andhra University, India.www.linkedin.com/in/harijscholar.google.com/citations?user=n88bVlgAAAAJ&hl=enwww.researchgate.net/profile/Hari-Prasad-JosyulaChapter 1: Remittance Revolution.- Chapter 2: Understanding Remittance Challenges.- Chapter 3: The Role of AI in Financial Technology.- Chapter 4: Innovations in Remittance Platforms.- Chapter 5: Enhancing Security and Compliance.- Chapter 6: Impact on Financial Inclusion.- Chapter 7: AI and Cryptocurrencies in Remittances.- Chapter 8: Overcoming Ethical and Social Challenges.- Chapter 9: AI-Powered Market Insights and Global Remittance Trends.- Chapter 10: Future Trends and Predictions.- Chapter 11: Recommendations and Strategies.- Chapter 12: Conclusion.
Generative Künstliche Intelligenz in Marketing und Sales
Dieses Buch beleuchtet die neuesten Entwicklungen in der Generativen KI und zeigt auf, wie Marketing und Vertrieb sie für sich nutzen können. KI verändert nicht nur einzelne Werkzeuge und Arbeitsweisen, sondern leitet einen grundlegenden Paradigmenwechsel in beiden Bereichen ein. Die Autor:innen bieten in ihren Beiträgen einen fundierten und umfassenden Einblick in aktuelle Anwendungsbereiche und Forschungsansätze zu Generativer KI im Marketing und Vertrieb. Thematisiert werden zahlreiche erfolgskritische Handlungsfelder, u. a. datenschutzrechtliche Herausforderungen, Social-Media- und Content-Marketing mit KI, Chatbots in der Employee-Journey, hyperpersonalisierte B2C-Kommunikation, KI-generierte Produkt- und SEO-Texte, bis hin zu Generativer KI in der Marketingforschung und die Rolle von KI in Start-ups. Das Werk richtet sich sowohl an Praktiker:innen und Entscheidungsträger:innen als auch an Forschende sowie Studierende und trägt dazu bei, das Verständnis für dieses dynamische und vielversprechende Feld zu vertiefen. Mit Beiträgen von: Prof. Dr. Petra BeenkenLuise-Sophie BleckmannProf. Dr. Benny Björn BriesemeisterProf. Dr. Marc EbelSusanne FittkauCaroline GrauelProf. Dr. Maik GüntherDoris HanwayProf. Dr. Claudia HeßHeiko HolzIsabel HörmannProf Dr. rer. pol. Kurt JeschkeProf. Dr. Tobias KestingProf. Dr. Sonja KloseProf. Dr. Ralf KneuperProf. Dr. Ralf T. KreutzerProf. Dr. Nicolai KrügerProf. Dr. Sibylle KunzProf. Dr. Visieu LacChristina Lagodka Prof. Dr. Alexander LawallProf. Dr. Damian LeschikProf. Dr. Vera Lenz-KesekampProf. Dr. Nikolaj LunzeProf. Dr. Jan-Paul LüdtkeElisabeth L’ OrangeSebastian MertensManuel MuthProf. Dr. Gerd NuferProf. Dr. Miriam O’SheaBan PahlawanFlorian PerstMarc PeterProf. Dr. Jan PieperLavinia Celina RahmawatiProf. Dr. Katharina-Maria RehfeldMarie SalkowskiProf. Dr. Philipp SchmidAnnkristin SchürhausFreddy SikouonmeuNeal WesslingProf. Dr. Klaus WildhirtProf. Dr. Atilla WohllebeCansu Rosa YildirimProf. Dr. Tanja Marlen Zweigle
Unity Cookbook
Master the intricacies of Unity’s character controllers with a deep dive into Unity's Starter Assets. This book is an essential resource for game developers looking to elevate their skills in Unity game development, offering detailed insights and practical examples to help you create complete, sophisticated, high-performance systems.Part of the Apress cookbook series, the recipes in this book provide a comprehensive guide to creating dynamic and immersive character interactions, equipping developers with the skills necessary to build responsive character controllers for both first-person and third-person perspectives. By leveraging pre-configured assets, developers can streamline the creation process, ensuring optimized performance and enhanced player experiences.Explore Unity's New Input System, a revolutionary framework designed to enhance control and flexibility in game development. Delve into the art of architecting enemy AI using Finite State Machines (FSMs) to create intelligent and responsive behaviors. Build a sophisticated melee combat system inspired by top-tier action games. Unlock the potential of advanced player movement with a focus on parkour mechanics. Implement a robust shooter weapon system that enhances gameplay through strategic weapon interactions. Optimize game performance through efficient object pooling techniques.WHAT YOU WILL LEARN* Implement re-bindable controls and create sophisticated input schemes that elevate gameplay interactions.* Set up navigation and pathfinding, creating AI that can dynamically navigate, pursue, and interact with players.* Craft a melee combat system that offers a dynamic and engaging player experience* Create fluid and responsive parkour mechanics that enhance the realism and excitement of your game.* Build a comprehensive shooter weapon system* Develop object pooling systems that enhance performance and resource management, ensuring a seamless and immersive gaming experience.WHO THIS BOOK IS FORGame developers with a foundational understanding of game development concepts, the Unity 3D engine, and C# programming. Ideal readers should have a basic grasp of Unity's interface and primary functionalities to fully benefit from the content.Christopher Coutinho is a seasoned Unity tools and game developer with over seven years of expertise in Unity 3D and Virtual Reality (VR) development. As the visionary founder of GameWorks, a premier game development studio based in Mumbai, Christopher has mastered the art of creating immersive VR experiences. His influence extends beyond commercial endeavors; he has significantly impacted the next generation of game developers through his educational efforts.Christopher has been a key educator in Video Game Development, sharing his extensive knowledge on platforms such as iDTech, a division of Emeritus. His instructional focus encompasses popular game engines like Unity and Roblox. Additionally, he has taught a specialized Augmented/Virtual Reality (AR/VR) Design program, created by the NYU – Tandon School of Engineering, for iDTech. His blend of practical experience and educational excellence positions him as a leading figure in the contemporary gaming industry.Christopher is also an accomplished author and content creator, with a portfolio that includes two books and numerous instructional videos published by Apress. In conjunction with the FIFA World Cup 2022, he developed and released a free mobile game on the Google Playstore, further showcasing his diverse talents and contributions to the gaming community.Chapter 1: Unity’s Character Controllers.- Chapter 2: Unity's New Input System.- Chapter 3: Architecting Enemy AI with Finite State Machines.- Chapter 4: Architecting Melee Combat: Building the Core Framework.- Chapter 5: Architecting Player Parkour Movement.- Chapter 6: Implementing a Robust Weapon System.- Chapter 7: Implementing Efficient Object Pooling.
Learning VMware Workstation Pro for Windows: Volume 2
VMware Workstation is a software solution that provides a type-2 hypervisor, or desktop hypervisor, that runs on x64 Windows and Linux-based operating systems. It enables users to create and run virtual machines, containers, and Kubernetes clusters simultaneously on their physical devices without having to reformat or dual-boot the underlying device. There are several use cases for VMware Workstation. For IT pros, it allows them to test applications and operating system builds, as well as enable remote control of vSphere datacenter infrastructure. Developers can run multiple different operating systems or different versions of operating systems on a single device giving them the platform flexibility to test, develop, and troubleshoot applications cost-effectively. Finally, for the greater workforce, VMware Workstation can enable BYOD device initiatives allowing employees to run a full corporate environment on their device without deleting or reformatting it. Learning VMware Workstation Pro for Windows – Part 2 provides the reader with a practical, step-by-step guide to creating and managing virtual machines using VMware Workstation, starting with an overview of hypervisors and desktop hypervisors. Next, it talks about each resource, such as CPU, memory, and networking, and how these are configured in a virtual environment. After that, it demonstrates the installation of VMware Workstation, configuration, and then building and managing different virtual machines running on different operating systems such as ChromeOS, and Linux, and building an ESXi lab environment. Towards the end, readers will learn how to use command line tools, such as the REST API, and vmrun, before going on to discuss upgrading and troubleshooting your VMware Workstation environment. By the end of this book, readers will have full knowledge of VMware Workstation Pro. This book is a continuation of " Learning VMware Workstation Pro for Windows – Part 1 " where readers learn how to build and manage different virtual machines running on different operating systems and build an ESXi lab environment with VMware Workstation. You Will: * Learn how to run containers on a VMware workstation * Understand how to use the command line to configure and control Workstation Pro and virtual machines * Practice the use of REST API for Workstation Pro VMware Workstation is a software solution that provides a type-2 hypervisor, or desktop hypervisor, that runs on x64 Windows and Linux-based operating systems. It enables users to create and run virtual machines, containers, and Kubernetes clusters simultaneously on their physical devices without having to reformat or dual-boot the underlying device. There are several use cases for VMware Workstation. For IT pros, it allows them to test applications and operating system builds, as well as enable remote control of vSphere datacenter infrastructure. Developers can run multiple different operating systems or different versions of operating systems on a single device giving them the platform flexibility to test, develop, and troubleshoot applications cost-effectively. Finally, for the greater workforce, VMware Workstation can enable BYOD device initiatives allowing employees to run a full corporate environment on their device without deleting or reformatting it. Learning VMware Workstation Pro for Windows – Part 2 provides the reader with a practical, step-by-step guide to creating and managing virtual machines using VMware Workstation, starting with an overview of hypervisors and desktop hypervisors. Next, it talks about each resource, such as CPU, memory, and networking, and how these are configured in a virtual environment. After that, it demonstrates the installation of VMware Workstation, configuration, and then building and managing different virtual machines running on different operating systems such as ChromeOS, and Linux, and building an ESXi lab environment. Towards the end, readers will learn how to use command line tools, such as the REST API, and vmrun, before going on to discuss upgrading and troubleshooting your VMware Workstation environment. By the end of this book, readers will have full knowledge of VMware Workstation Pro. This book is a continuation of " Learning VMware Workstation Pro for Windows – Part 1 " where readers learn how to build and manage different virtual machines running on different operating systems and build an ESXi lab environment with VMware Workstation. You Will: * Learn how to run containers on a VMware workstation * Understand how to use the command line to configure and control Workstation Pro and virtual machines * Practice the use of REST API for Workstation Pro This book is for: Developers, IT professionals, VMware certified professionals both remote and Bring your device (BYOD). Peter von Oven is an experienced technical consultant working closely with customers, partners, and vendors in designing technology solutions, to meet business needs and deliver outcomes. During his career, Peter has presented at key IT events such as VMworld, IP EXPO, and various VMUGs and CCUG events across the UK. He has also worked in senior presales roles and presales management roles for Fujitsu, HP, Citrix, and VMware, and has been awarded VMware vExpert for the last nine years in a row and vExpert EUC for the last three consecutive years. In 2021, Peter added the vExpert Desktop Hypervisor award to his portfolio of awards. In 2016, Peter founded his own company specializing in application delivery. Today he works with partners and vendors helping drive and deliver innovative technology solutions. He is also an avid author, having now written 19 books and made numerous videos about VMware end-user computing solutions. In his spare time, Peter volunteers as a STEM Ambassador, working with schools and colleges, helping the next generation develop the skills and confidence in building careers in technology. He is also a serving Royal Air Force Reservist currently working as an instructor with the Air Cadet organization. Chapter 1: Working with containers.- Chapter 2: Working with the command line.- Chapter 3: Using the vmrun Command to Control Virtual Machines.- Chapter 4: RESTAPI.- Chapter 5: Support and Troubleshooting.- Chapter 6: Workstation Player.- Chapter 7: Installing additional operating systems.- Chapter 8: Unattended installation.- Chapter 9: What's New?.
Blender 4 - Das Praxisbuch
Blender 4 - Das Praxisbuch für Ein- und Umsteiger. In Erstauflage aus November 2024.Praxisnaher Einstieg anhand von WorkshopsMit diesem Buch erhalten Sie einen leichten und umfassenden Einstieg in Blender. Anhand von Workshops lernen Sie Schritt für Schritt, die einzelnen Funktionen direkt in der Praxis einzusetzen. Zahlreiche Tipps und Tricks helfen Ihnen dabei, schnell eigene Projekte umzusetzen.Alle Bereiche der 3D-Grafik detailliert erläutertDie fünf Teilbereiche der 3D-Grafik, d.h. Modellierung, Texturierung, Animation, Szenenaufbau und Rendern werden im Detail behandelt und in einem einzigen Filmprojekt zusammengeführt.Für Einsteiger und Umsteiger geeignetDie dem Buch zugrunde liegende Lernmethode basiert auf der jahrelangen Erfahrung des Autors als professioneller Trainer für 3D-Software. So sind alle Erläuterungen sehr gut für Einsteiger ohne Vorkenntnisse nachvollziehbar und ebenfalls für Umsteiger von anderen 3D-Applikationen geeignet.Aus dem Inhalt:Alle Arten der Modellierung, inkl. Character-ModelingSculptingTexturierung, inklusive UV-Bearbeitung und PaintCharacter-RiggingSzenenaufbau mit Kamera, Licht und Umgebung3D-Animation und Simulation2D-AnimationDie beiden Render-Engines EEVEE und CyclesCompositingFilmschnitt inklusive SoundZum Download (als .zip vom mitp-Server):Alle Blender-Dateien der Projekte und WorkshopsAlle benötigten Materialien wie Bild- und Sound-DateienDie fertigen Projekte zum VergleichInhalt und Leseprobe (PDF-Link)Über den Autor:Maik Eckardt ist selbstständiger 3D-Grafiker und Cinema 4D-Trainer u.a. am SAE-Institute, am Institute of Design (IN.D), an der Berliner Technischen Kunsthochschule (BTK) und an der HTK Acadamy Berlin.
Building Applications with Large Language Models
This book delves into a broad spectrum of topics, covering the foundational aspects of Large Language Models (LLMs) such as PaLM, LLaMA, BERT, and GPT, among others.The book takes you through the complexities involved in creating and deploying applications based on LLMs, providing you with an in-depth understanding of the model architecture. You will explore techniques such as fine-tuning, prompt engineering, and retrieval augmented generation (RAG). The book also addresses different ways to evaluate LLM outputs and discusses the benefits and limitations of large models. The book focuses on the tools, techniques, and methods essential for developing Large Language Models. It includes hands-on examples and tips to guide you in building applications using the latest technology in Natural Language Processing (NLP). It presents a roadmap to assist you in navigating challenges related to constructing and deploying LLM-based applications.By the end of the book, you will understand LLMs and build applications with use cases that align with emerging business needs and address various problems in the realm of language processing.WHAT YOU WILL LEARN* Be able to answer the question: What are Large Language Models?* Understand techniques such as prompt engineering, fine-tuning, RAG, and vector databases* Know the best practices for effective implementation* Know the metrics and frameworks essential for evaluating the performance of Large Language ModelsWHO THIS BOOK IS FORAn essential resource for AI-ML developers and enthusiasts eager to acquire practical, hands-on experience in this domain; also applies to individuals seeking a technical understanding of Large Language Models (LLMs) and those aiming to build applications using LLMsBHAWNA SINGH, a Data Scientist at CeADAR (UCD), holds both a bachelor and master degree in computer science. During her master’s program, she conducted research focused on identifying gender bias in Energy Policy data across the European Union. With prior experience as a Data Scientist at Brightflag in Ireland and a Machine Learning Engineer at AISmartz in India, Bhawna brings a wealth of expertise from both industry and academia. Her current research interests center on exploring diverse applications of Large Language Models. Over the course of her career, Bhawna has built models on extensive datasets, contributing to the development of intelligent systems addressing challenges such as customer churn, propensity prediction, sales forecasting, recommendation engines, customer segmentation, pdf validation, and more. She is dedicated to creating AI systems that are accessible to everyone, promoting inclusivity regardless of race, gender, social status, or language.Chapter 1: Introduction to Large Language Models.- Chapter 2: Understanding Foundation Models.- Chapter 3: Adapt with Fine-tuning.- Chapter 4: The Magic of Prompt Engineering.- Chapter 5: Stop Hallucination with RAG.- Chapter 6: Evaluation of LLM.- Chapter 7: Tools and Frameworks for Development.- Chapter 8: Run in Production.-Chapter 9: The Ethical Dilemma.- Chapter 10: Future of AI.
Record Weather Data with Arduino and Solar Power
Make a stand-alone weather data recorder to collect air pressure, air temperature, and humidity data using only an Arduino, SD-card, LCD display, and solar power. Start with that base data. Then easily extend your project to include more such as an XBee radio and sensors for air quality and radiation. Chunyin has years of experience as a researcher in meteorology and oceanography. The projects in this book are based on actual deployable weather data recorders used for collegiate and professional applications. These weather recorders were deployed over coastal water and lands including the Arctic. And you can deploy your own finished model in your backyard, school yard, roof top, or even in the field to collect data at programmed intervals.Don’t worry about powering all that tech. You’ll learn about solar controller, solar panels, and step-down DC transformers. You’ll also make a 30-60 W solor powered battery charger for a 12-VDC battery. Find out whathappens when you combine a simple Arduino with sensors one at a time toward a final model capable of multiple measurements and a longlife of use without recharging or requiring external power. Then add a GPS module so that you constantly have accurate time and position information to pair with your data.Everything you need to know to integrate component and house them in an enclosure is covered. Photos of actual working units are provided, showing you exactly what your data collection station can look like. You’ll even go a step beyond to understanding meteorology information and how to use the collected data, as well as some data analysis. Build a station capable of real meteorological research and then go beyond to add more sensors and capabilities for your own projects and experiments!WHAT YOU'LL LEARN* Measure air pressure, temperature, humidity and more!* Add an XBee radio and LCD display to a data recording project for interactivity and communication* Work with basic meteorological principles to understand how your data can be usedWHO THIS BOOK IS FORMeteorological hobbyists, Makers, and students interested in learning how to collect and analyze data with low-cost hardware.CHUNYAN LI is a professor teaching in oceanography and meteorology at Louisiana State University. He has made dozens of weather recorder units powered by battery or solar panels for research projects and student projects. He has published more than 120 scientific research papers, coauthored a book titled Meteorology for Coastal Scientists and authored another book titled Time Series Analysis for Oceanography. He is also the director of an offshore meteorology oceanography observation system for weather, wave, tide, currents, and storm surges. His research includes theories of coastal and estuarine dynamics under the influence of tide, river, and weather, as well as impacts of climate change to the Arctic coastal ocean.Chapter 1: Introduction.- Chapter 2: Working with Solar Power.- Chapter 3: Micro-Controller and Software.- Chapter 4: Working with GPS.- Chapter 5: Display Information Using LCD.- Chapter 6: Save the Data to a SD-Card.- Chapter 7: Adding Air Pressure and Humidity Sesnors.- Chapter 8: Integration.- Chapter 9: Optional Components.
CompTIA A+ Certification Companion
This book covers all topics and requirements of the CompTIA A+ certification exam. It will allow readers to easily understand the concepts, information, and skills needed to obtain the associated certification.CompTIA A+ certification is at its core an entry-level certification to the information technology world, including cybersecurity. It is comprised of a set of two exams (Exams 220-1101 & 220-1102) created by IT industry professionals that validate skills needed for entry-level IT jobs, including cybersecurity. This certification stands as baseline proof of knowledge of these topics and is largely sought by recruiters.Main exam topics include hardware, networking, mobile devices, security, Windows operating system, other IOS technologies, software troubleshooting and operations procedures. This book has been designed to follow the core requirements for the full scope of the CompTIA A+ certification, covering both examination test requirements. It has been formatted to follow a logical and easy to follow order to allow a foundational level of understanding prior to moving onto more advanced topics.The book will provide all readers with the appropriate knowledge and information to have a foundational level of many Information Technology components. It will primarily serve the newer entrants to the field but will also support more experienced individuals that are looking towards certifications.WHAT YOU WILL LEARN:* Effective communication with clients and colleagues and interpersonal skills for collaboration in team environments.* Understanding of motherboard components and architecture.* Knowledge of CPU types and socket compatibility.* Installation and configuration of operating systems.* Software troubleshooting techniques.* Installation and configuration of Windows, Linux, and macOS.* Management of system settings and user accounts.* Identification of laptop components and peripherals.* Maintenance procedures for laptops, including cleaning and battery management.* Configuration of mobile device settings and preferences.* Understanding of mobile operating systems and app installation procedures.* Troubleshooting common printer hardware and software issues.* Basic networking concepts, including IP addressing and subnetting.* Configuration of network devices such as routers and switches.* Configuration and management of wireless access points.* Implementation of wireless security protocols such as WPA2 and WPA3.* Understanding of cloud service models (IaaS, PaaS, SaaS).* Deployment and management of virtual machines in the cloud.* Recognition of common security threats and vulnerabilities.* Implementation of security best practices for data protection.WHO THIS BOOK IS FOR:Anyone that is looking to get into the information technology or cybersecurity fields. This would also include academics looking to pursue bachelor’s or master’s degrees, as often programs include the A+ certification. There is no necessary prior skill experience or knowledge needed.Kodi Cochran is highly invested in the field of cybersecurity, something he has followed as a hobbyist for the past decade and expanded to make it his field of study and work. He has a Bachelors and Masters in Cybersecurity and Information Assurance, in addition to working as an Information Systems Manager for the Networking and Infrastructure team of the Department of Human and Health Resources under the agency of the Office of Management of Information Services at the state of West Virginia.He’s responsible for networking administration, project management, system support, and site support for the state of West Virginia in all state-owned health care facilities, hospitals, and labs. In addition, Kodi holds the following certifications: CompTIA A+, Network+, Security+, Project+, CySA+, and Pentest+. He’s currently working on the CompTIA CASP+.Chapter 1: Introduction and Purpose.- Chapter 2: Laptops.- Chapter 3: Networking.- Chapter 4: Wi-Fi.- Chapter 5: Cloud Computing.- Chapter 6: Mobile Devices.- Chapter 7: Printers.- Chapter 8: Hardware.- Chapter 9: Operating Systems.- Chapter 10: Software and Software Support.- Chapter 11: Security.
OKR wirkungsvoll einführen und nutzen
OKR wirkungsvoll einführen und nutzenUnternehmen aller Größen und Branchen kämpfen mit der Umsetzung ihrer strategischen Pläne. Es fehlt an Koordination, Fokus und Entscheidungsfähigkeit. Prozesse und Tagesgeschäft dominieren, die Strategie bleibt ein Mythos. OKR (Objectives and Key Results) und das OKR-Framework ermöglichen strategiekonformes Handeln auf allen Unternehmensebenen.Dieses Buch gibt eine fundierte, praxisorientierte Einführung in die Grundlagen, die Bausteine der Methode und deren Zusammenspiel sowie in die Arbeit mit OKR. Dabei wird auf eine Vielzahl organisatorischer und kultureller Besonderheiten eingegangen und wie OKR diese unterstützen kann.Das Buch gliedert sich in drei Teile: − Im ersten Teil wird das Was und Warum von OKR erläutert, die wichtigsten Begriffe und Zusammenhänge erklärt und der grundsätzliche Ablauf eines OKR-Zyklus dargestellt.− Der zweite Teil beschreibt die Objectives und die Key Results – die beiden zentralen Bestandteile von OKR – im Detail und zeigt, wie Objectives entwickelt und Key Results dazu gestaltet werden.− Im dritten Teil schließlich geht es um die Einführung und Anwendung von OKR. Du wirst mitgenommen auf eine Reise von den ersten Schritten über den zweiten OKR-Zyklus bis hin zum Zyklusende. Das Buch richtet sich an Führungskräfte, Organisationsentwickler und Coaches, die ihre Organisation strategisch weiterentwickeln wollen, und bietet eine umfassende Hilfestellung, um mit OKR zu arbeiten und die Herausforderungen bei der Umsetzung im Kleinen wie im Großen zu meistern.
Künstliche Intelligenz im Marketing
Das Buch zeigt, wie Marketing durch KI effizienter und erfolgreicher gestaltet werden kann. Die Autoren vermitteln nicht nur theoretisches Wissen, sondern geben auch praxisnahe Einblicke, Anwendungsbeispiele und konkrete Handlungsempfehlungen. Sie verdeutlichen die leise Disruption durch KI im Marketing und bieten Orientierung in Zeiten des Wandels. Mit einem klaren „act now“ werden Sie dazu aufgerufen, die Chance im Marketing der Zukunft zu ergreifen und die eigene Position zu festigen. Der Inhalt KI – die leise Disruption im MarketingMarketingorganisationen in Zeiten von KIHandlungsempfehlungen – act now! Die Autoren Markus H. Dahm ist Marketingexperte und Berater für Strategie, Digital Change & Transformation. Ferner lehrt und forscht er an der FOM Hochschule für Oekonomie & Management in den Themenfeldern Künstliche Intelligenz, Marketing-Kommunikation und Digital Management. Meik Vogler beschäftigt sich intensiv mit den Themen Kommunikation & Digitalisierung, u. a. bei Agenturen wie Ogilvy, Serviceplan und Jung von Matt. Heute ist er Vice President Business Development bei JAKALA, dem führenden Unternehmen für Data, AI und Experiences in Europa. Das Buch zeigt, wie Marketing durch KI effizienter und erfolgreicher gestaltet werden kann. Die Autoren vermitteln nicht nur theoretisches Wissen, sondern geben auch praxisnahe Einblicke, Anwendungsbeispiele und konkrete Handlungsempfehlungen. Sie verdeutlichen die leise Disruption durch KI im Marketing und bieten Orientierung in Zeiten des Wandels. Mit einem klaren „act now“ werden Sie dazu aufgerufen, die Chance im Marketing der Zukunft zu ergreifen und die eigene Position zu festigen. Markus H. Dahm ist Marketingexperte und Berater für Strategie, Digital Change & Transformation. Ferner lehrt und forscht er an der FOM Hochschule für Oekonomie & Management in den Themenfeldern Künstliche Intelligenz, Marketing-Kommunikation und Digital Management. Meik Vogler beschäftigt sich intensiv mit den Themen Kommunikation & Digitalisierung, u. a. bei Agenturen wie Ogilvy, Serviceplan und Jung von Matt. Heute ist er Vice President Business Development bei JAKALA, dem führenden Unternehmen für Data, AI und Experiences in Europa.
Das Spinnennetz
CYBER-RISIKEN stehen in Deutschland und weltweit mit Abstand an der Spitze sämtlicher Geschäftsrisiken.Die regulatorischen Vorschriften, wie die NIS-2, nehmen von Jahr zu Jahr zu. Auf dem Weg zu einer starken Cyber-Resilienz machen die Haltung und Handlungen des Top-Management den Unterschied. Wie Ihnen das gelingen kann, beschreibt Kevin Palinkas in einem fesselnden Krimi. DAS SPINNENNETZ VERPACKT ESSENZIELLES WISSEN IN DEN ERSTEN, SPANNENDEN BUSINESSROMAN ZUR CYBER-RESILIENZ UND DIGITALEN VERTEIDIGUNG.SIE SIND UNTERNEHMER, GESCHÄFTSFÜHRER, IT-VERANTWORTLICH ODER IT-SPEZIALIST IN EINEM KLEINEN ODER MITTLEREN UNTERNEHMEN?In diesem Businessroman finden Sie ganzheitliche Antworten auf die brennenden Fragen der Cyber-Resilienz und Strategien zur digitalen Verteidigung: vom Grundlagenwissen, über die persönliche Haltung, bis hin zu konkret umsetzbaren Schritten.»Ihr habt es in der Hand, ob sich ein Hacker bei euch wohlfühlt und bleibt. Oder ob er wieder umdreht und geht!«- Robin im BusinessromanLERNEN, WIE EIN HACKER ZU DENKEN:Der Krimi beginnt aus der Perspektive des Angreifers: Der Spinne. Sie ist verantwortlich für eine kriminelle, »mittelständische« Hacker-Organisation aus dem Osten. Aus deren Sicht lernen Sie wie ein Hacker zu denken und das Geschäftsmodell der organisierten, digitalen Kriminalität zu verstehen. Am Ende gelingt es der Spinne die Cyber-Infrastruktur der NovumSpace lahmzulegen.DER WIEDERAUFBAU:Jens ist IT-Manager bei der NovumSpace und steht nach dem Angriff vor der Aufgabe den Wiederaufbau der IT zu koordinieren. Bei dieser emotionalen Achter-bahnfahrt unterstützt ihn sein befreundeter IT-Manager Max. Dort kommen die Beiden mit Robin in Kontakt.RESILIENZ UND VERTEIDIGUNG:Max ist von dem Angriff bei der NovumSpace zutiefst beeindruckt. Max ist CIO bei der ME Light und erneuert zusammen mit Robin die Cyber-Resilienz der ME Light systematisch und proaktiv.Die Mission von Kevin Palinkas ist es mit innovativer Technik für Cyber-Resilienz zu sorgen und damit zum Gemeinwohl beizutragen. Mit palinkas.digital veredelt er langfristig den Reifegrad der Cyber-Resilienz des tech-orientierten Mittelstands. Kevin Palinkas ist seit 2008 beruflich in der IT zu Hause. Seit 2015 war er im IT-Management tätig. Zuletzt als CIO. Der Schwerpunkt Sicherheit schlägt die Brücke zu seiner ehrenamtlichen Tätigkeit: Dort ist er Gruppenführer der Freiwilligen Feuerwehr.
Fostering Open Source Culture
Open source accounts for approximately 90 percent of modern software development, yet the demand for such technology skills continues to grow. Consequently, companies are having a difficult time hiring the right talent. Based on author Arun Gupta’s experiences with leading companies such as Apple, Amazon, Sun Microsystems, and Intel this book highlights the importance of an open source culture and shares proven techniques by which one can be built and nurtured.Many open source code maintainers feel there is a need for an open source culture in their company so that business needs can be met more efficiently. This book explains why it is important to have a business alignment with open source and the purpose of an Open Source Program Office. It will explain the value of InnerSource, internal events and leveraging external open source communities in building an active workplace culture._Fostering Open Source Culture_ is packed with over 40 industry case studies and actionable steps organizations, both large and small, can take to have a fully functioning open source work culture.WHAT YOU WILL LEARN* Understand the key principles of open source and the benefits of FOSS software* Examine proven techniques that can be used to foster an open source culture within an enterprise and is directly tied to your business objectives* Review exclusive case studies from a wide range of enterprises on how they foster open source cultureWHO THIS BOOK IS FORSenior tech leaders and executives (CTOs, CIOs, CISOs), legal teams, HR personnel, marketing executives, and sales teams who want to know how open source can be used across the company to innovate faster and improve security of products.ARUN GUPTA is vice president and general manager of Open Ecosystem Initiatives at Intel. He has been an open source strategist, advocate, and practitioner for over two decades. He has taken companies such as Apple, Amazon, and Sun Microsystems through systemic changes to embrace open source principles, contribute and collaborate effectively in open source. As two-time elected chair of the Cloud Native Computing Foundation (CNCF) Governing Board, Arun works with CNCF leadership and member companies to grow the cloud native ecosystem.He is also the elected Governing Board Chair of the Open Source Security Foundation (OpenSSF) focused on securing the open source software ecosystem. He also participates on the Linux Foundation Governing Board. Arun has delivered technical talks in 50+ countries, authored multiple books published by McGraw Hill and O'Reilly, and is a Docker Captain, Java Champion, and Java User Group leader. He is a fitness and kindness enthusiast, practices mindfulness, and is passionate about promoting technology education among children.1:The Importance of Open Source.- 2: Business Alignment.- 3: The Open Source Program Office.- 4: Internal Events.- 5: Inner Source.- 6: External Communities.- 7. Employee Enablement.- Appendix A: What is Open Source Software?.- Appendix B: 10 Non-Code Ways to Contribute to Open Source.
Guidebook für Software Engineers
Guidebook für Software EngineersDas Guidebook für Software Engineers aller Karriere-Level, die einen guten Job machen und Erfolg haben wollenVom Autor von »The Pragmatic Engineer Newsletter«, dem meistgelesenen Technologie-Newsletter auf Substack.Beschreibt die typischen Karrierestufen vom Softwareentwickler über Positionen eines Senior oder Lead bis hin zum Staff, Principle oder Distinguished Level (Achtung: die Jobtitel variieren von Unternehmen zu Unternehmen).Deckt Softskill-Themen, technische Konzepte, aber auch Fragen zu Selbstmanagement und Produktivität ab.Interessante Branchen-Insights des Autors, der exzellent vernetzt ist und bei Uber, Skyscanner, Microsoft, Skype und JP Morgan gearbeitet hat.Software-Engineers sollten ihre berufliche Entwicklung unbedingt selbst in die Hand nehmen – eine Erkenntnis, die Gergely Orosz schon zu Beginn seiner Karriere gewonnen hat. In diesem Buch unterstützt er Software-Engineers bei ihrer Karriereplanung und teilt seine Erfahrungen und tiefgehenden Branchenkenntnisse. Das Guidebook orientiert sich dabei am »typischen« Karriereweg eines Software-Engineers: vom Junior-Entwickler über die Rolle des Senior-Engineers mit Vorbildfunktion bis hin zu Führungspositionen wie Staff-Engineer oder Principal-Engineer. Gergely Orosz beschreibt, welche Schlüsselkompetenzen unverzichtbar sind, und gibt zahlreiche Impulse und Anregungen.Das Buch erläutert u.a.:Grundlagen der EntwicklerkarriereTypische Karrierepfade, die eigene Karriere steuern, Leistungsbeurteilungen, Beförderungen, JobwechselDer kompetente SoftwareentwicklerDinge anpacken, die eigenen Programmierfähigkeiten vertiefen und hochwertigen Code schreiben, die Werkzeuge produktiver Entwickler*innenDer vielseitige Senior-EngineerAufgaben erfolgreich abschließen, durch Code-Reviews und Mentoring besser zusammenarbeiten, technische Schulden abbauen, eine hohe Testabdeckung sicherstellen, tragfähige Architekturentscheidungen treffenDer pragmatische Tech-LeadZiele, Phasen und Risiken beim Managen von Projekten, Software für den Produktivbetrieb bereitstellen, Stakeholder-Management betreiben, Fokus und Dynamik eines Teams verbessernStaff- und Principal-Engineers mit VorbildfunktionDurch KPIs und OKRs das Geschäft verstehen, hilfreiche Engineering-Prozesse etablieren, geschäftliche Ziele durch zukunftsfähige IT-Lösungen unterstützen
Migrating ASP.NET Microservices to ASP.NET Core 8
In this second edition, you will be guided through the journey of migrating an ASP.NET Framework application to ASP.NET Core microservices. You will know how to master the following steps: Conduct an inventory, prepare the application, plan the migration, execute the migration, improve the deployment pipeline.For the detailed hands-on migration, the book uses a streamlined business application, derived from a real-world application that underwent the migration process a few years ago. In this second edition, the application has evolved to include more features relevant to the latest advancements in ASP.NET Core, such as minimal web APIs, Razor Pages, REST documentation, and enhanced authentication. The book also delves into the nuances of upgrading between ASP.NET Core versions, managing breaking changes, and incorporating significant new features.New in This Edition* Enhanced sample application now showcases the application of gRPC, Minimal APIs, and OpenAI, reflecting the latest in ASP.NET Core technology* Dedicated section focuses on upgrading ASP.NET Core applications, addressing both the challenges posed by breaking changes and the introduction of new features* Deployment and CI/CD pipeline section has been expanded to include a minor section covering GitHub Actions, Docker containers, and other significant deployment improvements* Maintenance chapter has been updated with a section on the ASP.NET Core release and support cycles, as well as an enhanced resources section now featuring AI developer toolsWHAT YOU WILL LEARN* Effectively plan and execute a migration: Conduct an in-depth analysis, inventory and cleanup, decoupling logic, and break out new services, all while adhering to best practices such as the handler pattern, dependency injection, and more* Use key ASP.NET Core features such as minimal Web API, Razor Pages, gRPC, and built-in authentication improvements* Know other important features such as SignalR, EF Core, ASP.NET Core testing library for integration tests, Blazor and moreWHO THIS BOOK IS FORSoftware developers, IT professionals, and system architects who are looking to transition their applications to ASP.NET Core; serves as a fundamental resource for those keen on modernizing their development practices and staying current with ASP.NET CoreIRIS CLASSON is a force of nature. Her unique and engaging methods of teaching complex topics have garnered her considerable respect from the developer community and significant media attention—Channel 9, Hanselminutes, Computer Sweden, and Developer Magazine, to name a few. A Microsoft MVP with multiple certifications, Iris is currently an app developer at Plejd, a leading Nordic supplier of smart lighting solutions.Iris is also a prolific author, having written over a dozen books. She continues to inspire and educate through her popular blog, YouTube videos, and social media channels, including X (formerly known as Twitter) (@IrisClasson). A frequent speaker at conferences such as TechDays and NDC, Iris is deeply committed to sharing knowledge with the global developer community.Chapter 1: The Evolution of ASP.NET Core.- Chapter 2: Case In Study: Konstrukt SaaS System.- Chapter 3: Analysis and Inventory.- Chapter 4: Planning the Architecture.- Chapter 5: Migrating Part 1: In-place Migration.- Chapter 6: Migration Part 2: Incremental Migration.- Chapter 7: Migration Part 3: Cleaning Up.- Chapter 8: Upgrading the Deployment Pipeline.- Chapter 9: Navigating ASP.NET Core Upgrades.- Chapter 10: Staying Up to Date.
Microsoft Copilot for Power Apps
This book is a comprehensive guide that aims to revolutionize how developers approach app creation using Microsoft PowerApps, with a special emphasis on harnessing Copilot, an AI-powered coding assistant. The book is an essential resource for both novice and experienced developers, offering an in-depth exploration of integrating artificial intelligence in app development.The integration of AI in app development, particularly through tools such as Copilot, is more relevant now than ever before due to the rapid evolution of technology and the increasing demand for efficient, innovative, and user-friendly applications. Copilot for PowerApps represents a significant advance in this direction, offering developers a unique combination of AI-powered efficiency and the versatility of PowerApps.WHAT YOU WILL LEARN* Understand complex AI concepts and AI-assisted development* Know how to use Copilot effectively and create sophisticated and reliable apps faster* Stay abreast of the latest tools and techniques so you remain competitive and relevant in the ever-changing landscape of app development* Benefit from case studies and real-world examples that demonstrate the practical application and benefits of using Copilot in PowerAppsWHO THIS BOOK IS FORAnyone interested in the intersection of AI and app development. It will not only educate but also inspire and prepare readers for the future of this dynamic field.REZWANUR RAHMAN the CEO and Managing Director of Backend Emerging Business Limited (Backend EBL), stands at the forefront of the tech world as an expert Cloud Solution Architect. His accolades include being a Microsoft MVP in Microsoft Copilot & Microsoft 365 Development and a Microsoft Certified Trainer (MCT), reflecting his deep-seated passion for innovation and software development.Chapter 1: Unveiling Copilot: A New Era in PowerApps.- Chapter 2: Embarking on the Copilot Journey.- Chapter 3: Mastering the Core: Copilot's Engine Room.- Chapter 4: Crafting PowerApps with Copilot: The Essentials.- Chapter 5: Elevating Your Craft: Intermediate Copilot Strategies.- Chapter 6: The Pinnacle of Copilot: Advanced AI Builder Techniques.- Chapter 7: Navigating the Demo: A Comprehensive Project.- Chapter 8: Visions of the Future: Copilot's Evolving Landscape.- Chapter 9: Copilot Success Stories: Lessons from the Field.- Chapter 10: Comprehensive Resources.
Generative AI, Cybersecurity, and Ethics
“Generative AI, Cybersecurity, and Ethics’ is an essential guide for students, providing clear explanations and practical insights into the integration of generative AI in cybersecurity. This book is a valuable resource for anyone looking to build a strong foundation in these interconnected fields.”—DR. PETER SANDBORN, Professor, Department of Mechanical Engineering, University of Maryland, College Park “Unchecked cyber-warfare made exponentially more disruptive by Generative AI is nightmare fuel for this and future generations. Dr. Islam plumbs the depth of Generative AI and ethics through the lens of a technology practitioner and recognized AI academician, energized by the moral conscience of an ethical man and a caring humanitarian. This book is a timely primer and required reading for all those concerned about accountability and establishing guardrails for the rapidly developing field of AI.”—DAVID PERE, (Retired Colonel, United States Marine Corps) CEO & President, Blue Force Cyber Inc. EQUIPS READERS WITH THE SKILLS AND INSIGHTS NECESSARY TO SUCCEED IN THE RAPIDLY EVOLVING LANDSCAPE OF GENERATIVE AI AND CYBER THREATSGenerative AI (GenAI) is driving unprecedented advances in threat detection, risk analysis, and response strategies. However, GenAI technologies such as ChatGPT and advanced deepfake creation also pose unique challenges. As GenAI continues to evolve, governments and private organizations around the world need to implement ethical and regulatory policies tailored to AI and cybersecurity. Generative AI, Cybersecurity, and Ethics provides concise yet thorough insights into the dual role artificial intelligence plays in both enabling and safeguarding against cyber threats. Presented in an engaging and approachable style, this timely book explores critical aspects of the intersection of AI and cybersecurity while emphasizing responsible development and application. Reader-friendly chapters explain the principles, advancements, and challenges of specific domains within AI, such as machine learning (ML), deep learning (DL), generative AI, data privacy and protection, the need for ethical and responsible human oversight in AI systems, and more. Incorporating numerous real-world examples and case studies that connect theoretical concepts with practical applications, Generative AI, Cybersecurity, and Ethics:* Explains the various types of cybersecurity and describes how GenAI concepts are implemented to safeguard data and systems* Highlights the ethical challenges encountered in cybersecurity and the importance of human intervention and judgment in GenAI* Describes key aspects of human-centric AI design, including purpose limitation, impact assessment, societal and cultural sensitivity, and interdisciplinary research* Covers the financial, legal, and regulatory implications of maintaining robust security measures* Discusses the future trajectory of GenAI and emerging challenges such as data privacy, consent, and accountabilityBlending theoretical explanations, practical illustrations, and industry perspectives, Generative AI, Cybersecurity, and Ethics is a must-read guide for professionals and policymakers, advanced undergraduate and graduate students, and AI enthusiasts interested in the subject. DR. RAY ISLAM (MOHAMMAD RUBYET ISLAM) has served as a Lecturer in Cyber Security at ACES Honors College, University of Maryland, College Park, and as an Adjunct Professor in Natural Language Processing at George Mason University. He has held strategic and leadership roles in Generative AI and Cyber Security at esteemed firms like Deloitte, Lockheed Martin, Booz Allen, Raytheon, and the American Institutes for Research. He has published numerous journal articles and papers on Artificial Intelligence and Generative AI and has presented at prestigious conferences. He actively contributes to the academic community as a reviewer for the journal Reliability Engineering & System Safety and serves as Associate Editor for the Journal of Prognostics and Health Management.
Learn FileMaker Pro 2024
FileMaker Pro is a development platform from Claris International Inc., a subsidiary of Apple Inc. The software makes it easy for everyone to create powerful, multi-user, cross-platform, relational database applications.This book navigates the reader through the software in a clear and logical manner, with each chapter building on the previous one. After an initial review of the user environment and application basics, the book delves into a deep exploration of the integrated development environment, which seamlessly combines the full stack of schema, business logic, and interface layers into a unified visual programming experience. Everything beginners need to get started is covered, along with advanced material that seasoned professionals will appreciate.Written by a professional developer with decades of real-world experience, "Learn FileMaker Pro 2024" is a comprehensive learning and reference guide. Join millions of users and developers worldwide in achieving a new level of workflow efficiency with FileMaker.FOR THIS NEW EDITIONThis third edition includes clearer lessons and more examples, making it easier than ever to start planning, building, and deploying a custom database solution. It covers dozens of new and modified features introduced in versions 19.1 to 19.6, as well as the more recent 2023 (v20) and 2024 (v21) releases. Whatever your level of experience, this book has something new for you!WHAT YOU’LL LEARN· Plan and create custom tables, fields, and relationships· Write calculations using built-in and custom functions· Build layouts with dynamic objects, themes, and custom menus· Automate tasks with scripts and link them to objects and interface events· Keep database files secure and healthy· Integrate with external systems using ODBC, cURL, and the FM API· Deploy solutions to share with desktop, iOS, and web clients· Learn about summary reports, dynamic object references, and transactions· Delve into artificial intelligence with CoreML, OpenAI, and Semantic FindsWHO THIS BOOK IS FORHobbyist developers, professional consultants, IT staffMark Conway Munro is an author and software developer. After being introduced to FileMaker in 1988, Mark began using AppleScript and FileMaker for information management and process automation tasks. In 1994, he founded Write Track Media, a computer consultancy firm that develops custom database and workflow automation solutions. With an unwavering commitment to freeing human focus from repetitive tasks, Mark designs time-saving systems that allow his clients to pursue higher levels of productivity. Among his many accomplishments, Mark is recognized for writing AppleScript: Developer Reference (2010, Wiley) and the widely acclaimed Learn FileMaker Pro series (2017, 2021, 2024, Apress).Part 1 - Using FileMaker.- Chapter 1 Introducing FileMaker.- Chapter 2 Launching the Application.- Chapter 3 Exploring a Database Window.- Chapter 4 Working with Records.- Chapter 5 Transferring Data.- Part 2 Defining Database Structure.- Chapter 6 Creating a Database File.- Chapter 7 Building Tables.- Chapter 8 Defining Fields.- Chapter 9 Forming Relationships.- Chapter 10 Managing Containers.- Chapter 11 Defining Value Lists.- Part 3: Writing Formulas and Using Functions.- Chapter 12 Writing Formulas.- Chapter 13 Exploring Built-in Functions .- Chapter 14 Using JSON.- Chapter 15 Creating Custom Functions.- Chapter 16 Introducing ExecuteSQL- Part 4 Designing User Interfaces.- Chapter 17 Introducing Layouts.- Chapter 18 Getting Started with Layouts.- Chapter 19 Surveying Layout Panes.- Chapter 20 Creating Layout Objects.- Chapter 21 Manipulating Objects.- Chapter 22 Using Themes and Styles.- Chapter 23 Customizing Menus.- Part 5 Automating with Scripts.- Chapter 24 Introduction to Scripting.- Chapter 25 Common Scripting Tasks.- Chapter 26 Debugging Scripts.- Chapter 27 Using Script Triggers.- Chapter 28 Extending Features with Plugins.- Part 6 Deploying and Maintaining Solutions.- Chapter 29 Managing Database Security.- Chapter 30 using Developer Tools.- Chapter 31 Maintaining Healthy Files.- Chapter 32 Deploying a Solution.- Chapter 33 Interfacing External Systems.- Part 7 Exploring Advanced Topics.- Chapter 34 Building a Summary Report.- Chapter 35 Keeping Object References Dynamic.- Chapter 36 Using Transactions.- Chapter 37 Using Machine Learning.- Chapter 38 Leveraging Artificial Intelligence.
Beginning ChatGPT for Python
Unlock the future of software development and empower yourself to elevate your Python applications by harnessing the power of AI as this field continues to grow and evolve. Perfect for beginner to intermediate Python programmers, this book breaks down the essentials of using ChatGPT and OpenAI APIs.You'll start with the basics, learning to authenticate, send prompts, generate responses, test in the Playground, and handle errors with ease. Each chapter includes hands-on exercises that bring concepts to life, demonstrating different API functionalities and practical applications. You'll master models like GPT-4o, GPT-4, GPT-3.5, Whisper, and DALL-E, enabling you to enhance your applications with cutting-edge AI.Discover how generative AI tools like ChatGPT can automate tedious tasks rather than replace jobs. Leverage ChatGPT’s powerful Natural Language Processing (NLP) capabilities to handle various formats of unstructured text within your Python apps. Quickly see how easy it is to use ChatGPT as your AI-pair programmer, boosting your productivity and speed.This step-by-step guide will have you creating intelligent chatbots that can automatically process messages from Slack or Discord. With _Beginning ChatGPT for Python_, you'll master the ChatGPT and OpenAI APIs, building intelligent applications that offer a personalized and engaging user experience.WHAT YOU’LL LEARN* Connect with the ChatGPT and OpenAI APIs and send effective prompts.* Harness parameters like temperature and top_p to create unique and engaging responses from ChatGPT.* Create an intelligent assistant bot for Slack that automates tasks and enhances productivity.* Develop a bot that can moderate conversations and manage communities on Discord.* Add context to your prompts to get more accurate and relevant responses.WHO THIS BOOK IS FORPython developers and enthusiasts who aspire to employ OpenAI and ChatGPT in the creation of intelligent applications to enhance productivity.LYDIA EVELYN is a proficient technical writer and a skilled Python developer with a professional background in ChatGPT. She has effectively utilized ChatGPT, coupled with prompt engineering, in multiple client projects within the realm of technical publishing. Lydia boasts extensive programming expertise in both Python and Java.BRUCE HOPKINS is an accomplished author and technical writer. Bruce’s focus has been on pioneering research in natural language processing (NLP) and artificial intelligence (AI), particularly in the domain of speech and chatbot applications. He holds the distinguished title of an Intel Innovator for AI and IoT.Chapter 1: Introducing ChatGPT for Python Developers.- Chapter 2: Using ChatGPT as Your Pair-Programmer.- Chapter 3: Creating a Basic ChatGPT Client in Python.- Chapter 4: Using AI in the Enterprise! Creating a Text Summarizer for Slack Messages.- Chapter 5: Multimodal AI: Creating a Podcast Visualizer with Whisper and DALL·E 3.- Chapter 6: Creating an Automated Community Manager Bot with Discord and Python.- Chapter 7: Adding Intelligence to our Discord Bots, Part 1: Using the Chat Model for Q&A.- Chapter 8: Adding Intelligence to our Discord Bots, Part 2: Using the Chat and Moderation Models for Moderation.
Die Gouvernementalität von Algorithmen
„Die digitale Transformation ist eine Einbahnstraße in ein kybernetisches Zeitalter. Intelligente Maschinen nehmen den Menschen dort als steuernde Kraft allmählich das Zepter aus der Hand.“ Der Einzug prädiktiver Learning Analytics-Systeme in Schulen und Hochschulen könnte das Bildungswesen verändern und zur Transformation hochkomplexer gesellschaftlicher wie organisationaler Kontrolldynamiken der (Selbst-)Führung beitragen, die im konturierten Gegenstandsbereich noch wenig erforscht sind. Christina Berns rekonstruiert anhand der gouvernementalen Dispositivanalyse die produktiven, regulativen wie repressiven Dimensionen ubiquitärer, multimedialer, interaktiver und hyperkonnektiver Predictive Learning Analytics in der digitalisierten Studienberatung im Spannungsfeld zwischen Heteronomie und Autonomie aus machtanalytischer Perspektive. Die Analyse identifiziert Subjektivierungspraktiken und gesellschaftlich-politische wie ökonomisch-technische Rationalitäten, die einen Aufschluss über aktuelle technisch-mediale Lösungsversuche von Problemstellungen im Bildungswesen geben.
KI für Anwälte und Juristinnen
KI für Anwälte und Juristinnen von Marco Candinas ist Ihr Ratgeber für den praktischen Einsatz von Künstlicher Intelligenz im juristischen Alltag. Anhand konkreter Beispiele und praktischer Anleitungen zeigt Candinas, wie Sie KI-Tools wie ChatGPT und Microsoft Copilot effizient einsetzen, um Ihre Produktivität zu steigern und Routineaufgaben zu automatisieren. Ob es um das Erstellen von Verträgen, das Verfassen von Mandantenkorrespondenz und Klageschriften oder um das Vorbereiten von Gerichtsverhandlungen geht, dieses Buch vermittelt Ihnen das Wissen und die Werkzeuge, um die Vorteile von KI voll auszuschöpfen und Ihre juristische Arbeit auf die nächste Stufe zu heben. Perfekt für alle, die ihre juristische Praxis zukunftssicher machen wollen.Marco Candinas:Marco Candinas hat Rechtswissenschaften studiert. Nach Praktika in einer Anwaltskanzlei und bei der Strafjustiz erwarb er im Juni 2022 das Anwaltspatent. Er arbeitet als Gerichtsschreiber am Kantonsgericht Luzern. Daneben unterrichtet er Lerntechniken und Strafrecht und bietet Coaching für Masterarbeiten an. Zudem gibt er Webinare zum Thema KI. Sein Erfolgsrezept: Er arbeitet nach den Prinzipien und Methoden von Nobelpreisträger Richard Feynman.
Generative AI for Web Development
Explore the world of Generative AI and understand why it matters. This book is divided into two parts, introducing tools such as ChatGPT, DALL-E, and will show you how to use them to build AI-powered web apps.The first part of the book describes Generative AI and covers the essential models and APIs from OpenAI. Legal, ethical, and security considerations are discussed to help you decide whether it is an appropriate tool for your projects. You’ll then review ChatGPT and see how to use it effectively for generating code. This is followed by a review of best practices, and tips and techniques for getting around the limitations of ChatGPT and other OpenAI APIs.The second part of the book provides practical guide to building a series of web apps with Next.js that showcase how to use the OpenAI APIs. For example, you’ll learn how to build a Story/Poetry generator, a language learning app, and a blog site with a custom Chatbot widget. The code for the web apps is generated using ChatGPT.When done with this book, you’ll have a clear understanding of Generative AI and be well on your way to building web applications powered by OpenAI APIs and Next.js.WHAT YOU WILL LEARN* Assess the legal, ethical, and security concerns with using Generative AI in web applications * Review the latest APIs provided by OpenAI for generating text and image* Use ChatGPT to generate code for web projects, as well as tips and tricks to working around the limitations.WHO THIS BOOK IS FORExperienced web developers and software engineers who know their way around HTML, CSS, and JavaScript, but have limited or no experience using Generative AI to build web applications.TOM AUGER is a senior software engineer with extensive experience in building web APIs and web applications for both startups and large enterprises. As an increasing number of breakthroughs were made in AI, Tom decided to take a sabbatical in 2020 and obtained a Master’s degree in Computer Science at Edinburgh University researching AI, machine learning and computer security in greater depth. Tom regularly teaches workshops and bootcamps on Generative AI. He currently leads the development of AI in education at the Tumo Center for Creative Technologies to build an AI powered learning coach.EMMA SAROYAN graduated with a BS in Computer Science from the American University of Armenia and is currently a developer advocate with a focus on developer products, platforms, and APIs. Before that, she worked at startups at the intersection of technology and education. Emma regularly speaks at international open-source conferences and is an active advocate for women in tech serving on the DISC Committee of NumFOCUS, an organization dedicated to supporting and advancing open-source scientific computing projects. She believes we are at one of the biggest inflection points in human history, given the disruption that Generative AI is creating.PART I- GENERATIVE AI.- Chapter 1: What is Generative AI.- Chapter 2: Legal, Ethical, and Security Considerations.- Chapter 3: Introduction to ChatGPT.- Chapter 4: ChatGPT for Web Development.- Chapter 5: Introduction to DALL-E.- Chapter 6: Overview of OpenAI APIs.- Chapter 7: Alternative Models.- PART II - BUILDING GENERATIVE AI POWERED WEB APPS.- Chapter 8: Building a Story/Poetry Generator.- Chapter 9: Building a Language Learning App.- Chapter 10: Building a Blog Site with a Custom Chatbot Widget.- Chapter 11: Conclusion and Further Reading.