Learn and implement responsible AI models using Python. This book will teach you how to balance ethical challenges with opportunities in artificial intelligence.The book starts with an introduction to the fundamentals of AI, with special emphasis given to the key principles of responsible AI. The authors then walk you through the critical issues of detecting and mitigating bias, making AI decisions understandable, preserving privacy, ensuring security, and designing robust models. ...

Gain a working knowledge of prescriptive AI, its history, and its current and future trends. This book will help you evaluate different AI-driven predictive analytics techniques and help you incorporate decision intelligence into your business workflow through real-world examples.The book kicks off with an introduction to decision intelligence and provides insight into prescriptive AI and how it can be woven into various business strategies and frameworks. You'll then be introduced...

Learn how to use TensorFlow 2.0 to build machine learning and deep learning models with complete examples.The book begins with introducing TensorFlow 2.0 framework and the major changes from its last release. Next, it focuses on building Supervised Machine Learning models using TensorFlow 2.0. It also demonstrates how to build models using customer estimators. Further, it explains how to use TensorFlow 2.0 API to build machine learning and deep learning models for image classificat...

Build and deploy your AI models successfully by exploring model governance, fairness, bias, and potential pitfalls Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesLearn ethical AI principles, frameworks, and governanceUnderstand the concepts of fairness assessment and bias mitigationIntroduce explainable AI and transparency in your machine learning modelsBook DescriptionResponsible AI in the Enterpri...

A user’s guide to navigating the intricate, often contradictory relationship between artificial intelligence and human intelligenceArtificial intelligence will shape our future in unforeseen ways, and it is easy to fall into the trap of thinking that it could someday dictate the terms of our very existence. But the fact is, the more that AI can do, the more it underscores the irreplaceable qualities of human creativity, empathy, and moral reasoning. This is one of ...

Decades of software testing experience condensed into the most important lessons learned.The world's leading software testing experts lend you their wisdom and years of experience to help you avoid the most common mistakes in testing software. Each lesson is an assertion related to software testing, followed by an explanation or example that shows you the how, when, and why of the testing lesson. More than just tips, tricks, and pitfalls to avoid, Lessons Learned in Software Testin...

Artificial Intelligence is transforming industries and reshaping society, making AI literacy essential in today's fast-evolving digital landscape. This comprehensive guide introduces generative AI concepts for beginners, offering foundational knowledge on technologies like GPT-4, Large Language Models (LLMs), and neural networks. It explores the inner workings of GPT-4 and LLMs, the structure and function of deep learning and neural networks, and practical applications of AI technologies a...

Unlock the full potential of ChatGPT with this comprehensive guide to ChatGPT Prompting and Mastering. This guide is the perfect resource for anyone looking to elevate their ChatGPT conversations, whether you're a beginner or an advanced user. By mastering the art of constructing clear and concise ChatGPT prompts, you'll gain the skills and knowledge needed to engage your audience and deliver exceptional ChatGPT experiences.Inside this guide, you'll find everything you need...

Master OpenAI and Unlock the Future of AI-Powered InnovationKey Features● In-depth exploration of OpenAI tools, models, and enterprise use cases● Hands-on projects with extensive code samples for practical learning● Real-world case studies with ethical AI insights and best practicesBook DescriptionOpenAI is transforming industries with cutting-edge AI models, redefining how businesses operate...

Artificial Intelligence is the future that's already here, and it's going to change everything!ChatGPT has exploded onto the scene, and the need to harness the immense power of this phenomenal AI technology is right now!In this book, you'll discover everything you need to know about ChatGPT and how to use it to your advantage and gain a head start on everyone else… before they find out about it too!Including:What is ChatGPT an...

An essential resource on artificial intelligence ethics for business leadersIn Trustworthy AI, award-winning executive Beena Ammanath offers a practical approach for enterprise leaders to manage business risk in a world where AI is everywhere by understanding the qualities of trustworthy AI and the essential considerations for its ethical use within the organization and in the marketplace. The author draws from her extensive experience across different ind...

Generative AI and ChatGPT have the potential to transform industries and society by improving efficiency, enhancing creativity, and enabling more personalized experiences. If you are someone who is looking to stay ahead of the curve in this rapidly evolving digital age and utilize its potential, this book is for you. This book gives a comprehensive overview of Generative AI and ChatGPT, the cutting-edge technologies that have gained significant attention in recent times. The book aims to p...