Unlocking Generative Ai A Beginner S Guide
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Unlocking Generative AI:A Beginner's Guide
Author: Dr. Saurabh Srivastava, Mr. Amit Saxena Mr. Vinay Kumar Pant
language: en
Publisher: Perfect Writer Publishing
Release Date: 2025-01-26
This book would not have been possible without the unwavering support, love, and guidance of many individuals, and we are deeply grateful to all of them. First and foremost, we would like to thank our parents. Your love, sacrifices, and constant encouragement have been the foundation of everything we do. You have shaped us into the people we are today, and this book is as much a reflection of your wisdom and guidance as it is of our efforts. Our heartfelt thanks go to our mentors, who have shared their wisdom, challenged us to think critically, and offered invaluable guidance throughout this project. Your insight has not only helped us grow as writers but as individuals. Thank you for being such an essential part of this journey. To our life partners, thank you for your endless patience, understanding, and support. Your belief in us, even during the most challenging times, has been a driving force behind this work. We are forever grateful for your love and for standing by us every step of the way. We also want to express our deep appreciation to our siblings, whose presence in our lives is a constant source of strength and joy. To our sisters and brothers, your encouragement and care have made this journey all the more meaningful. We couldn’t have asked for better family. We are incredibly fortunate to have the support of our friends. Your feedback, encouragement, and friendship have been vital in bringing this book to life. Each one of you has inspired us in different ways, and we are so grateful for your continued belief in us. Finally, we extend our deepest appreciation to the team at Perfect Writer Publishing. Your professionalism, dedication, and commitment to this project have been instrumental in turning our vision into reality. Thank you for your trust and support throughout the entire process. To all who have been part of this journey, whether big or small, your contribution is forever etched in our hearts. This book is as much yours as it is ours.
A Beginner’s Guide to Generative AI
This book is the essential guide for anyone curious about AI’s creative power. In the rapidly evolving landscape of artificial intelligence, generative AI stands out as one of the most transformative technologies of our time. Designed for beginners and requiring no prior knowledge of AI, this book breaks down the fundamentals of generative AI, from text and image generation to the workings of models like ChatGPT and Google Bard. The authors provide step-by-step coverage of the essential concepts and techniques that power generative AI. From the basics of how machines learn to generate text and images, to the intricate workings of models like Transformers, ChatGPT, and Google Bard, readers will gain a solid foundation in AI's most cutting-edge tools. Rather than focusing on a single method, the authors introduce a spectrum of generative modeling techniques, including diffusion models, variational autoencoders, and transformers. This comprehensive exposure ensures readers will be well-prepared to understand and adapt to the rapidly evolving AI landscape. In addition, real-world applications of generative AI across various industries are explored including healthcare innovations, business analytics, and legal technology, and the authors provide practical insights and examples that show how generative AI is revolutionizing these fields.
Examining Cybersecurity Risks Produced by Generative AI
As generative artificial intelligence (AI) evolves, it introduces new opportunities across industries, from content creation to problem-solving. However, with these advancements come significant cybersecurity risks that demand closer scrutiny. Generative AI, capable of producing text, images, code, and deepfakes, presents challenges in cybersecurity. Malicious scammers could leverage these technologies to automate cyberattacks, create sophisticated phishing schemes, or bypass traditional security systems with efficiency. This intersection of cutting-edge AI and cybersecurity concerns requires new organizational safeguards for digital environments, highlighting the need for new protocols, regulations, and proactive defense mechanisms to mitigate potential threats. Examining Cybersecurity Risks Produced by Generative AI addresses the intersections of generative AI with cybersecurity, presenting its applications, potential risks, and security frameworks designed to harness its benefits while mitigating challenges. It provides a comprehensive, up-to-date resource on integrating generative models into cybersecurity practice and research. This book covers topics such as deepfakes, smart cities, and phishing attacks, and is a useful resource for computer engineers, security professionals, business owners, policymakers, academicians, researchers, and data scientists.