Introduction to Generative AI, 2E (Final) by Numa Dhamani (.PDF)
File Size: 39.2 MB
Introduction to Generative AI: Reliable, responsible, and real-world applications, Second Edition (Final Release) by Numa Dhamani, Maggie Engler
Requirements: .PDF reader, 39.2 MB
Overview: Get up to speed quickly with Generative AI! AI tools like ChatGPT and Gemini, automated coding tools like Cursor and Copilot, and countless LLM-powered agents have become a part of daily life. They’ve also spawned a storm of misinformation, hype, and doomsaying that makes it tough to understand exactly what Generative AI actually is and what it can really do. Introduction to Generative AI, Second Edition delivers a clearly-written survey of generative AI fundamentals along with the techniques and strategies you need to use AI safely and effectively. Introduction to Generative AI, Second Edition guides you from your first eye-opening interaction with tools like ChatGPT to how AI tools can transform your personal and professional life safely and responsibly. This second edition has been completely revised to reflect the latest developments in the field—from the latest innovations in prompt engineering and AI agents to fresh coverage of multimodal training, reasoning models, no-code tools, retrieval-augmented generation (RAG), and more. In this second edition, we again attempt to build an understanding of how LLMs are trained, the data they are trained on, and the algorithms that contribute to their final output, increasingly indistinguishable from what a human might produce. We have added new material on reasoning models and AI agents, among other updates that reflect the state of the industry today. But rather than uncritically reporting on these developments, we highlight their nuances and implications in addition to their fascinating technical foundations. For anyone interested in Generative AI. No technical experience required.
Genre: Non-Fiction > Tech & Devices
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