Gain a theoretical understanding to the most popular libraries in deep reinforcement learning (deep RL). This new edition focuses on the latest advances in deep RL using a learn-by-coding approach, allowing readers to assimilate and replicate the latest research in this field.
New agent environments ranging from games, and robotics to finance are explained to help you try different ways to apply reinforcement learning. A chapter on multi-agent reinforcement learning β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)Stable Diffusion is a game-changing AI tool for image generation, enabling you to create stunning artwork with code. However, mastering it requires an understanding of the underlying concepts and techniques. This book guides you through unlocking the full potential of Stable Diffusion with Python.
Starting with an introduction to Stable Diffusion, you'll explore the theory behind diffusion models, set up your environment, and generate your first image using diffusers. You'll β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)ΠΠ½ΠΈΠ³Π° ΡΠ°ΡΡΠΊΠ°Π·ΡΠ²Π°Π΅Ρ ΠΎ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠΈ ΠΈΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΠΎΠ³ΠΎ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡΠ° ΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ Π² Π±ΠΈΠ·Π½Π΅ΡΠ΅ ΠΈ ΠΈΠ½ΠΆΠ΅Π½Π΅ΡΠ½ΠΎΠΉ ΠΏΡΠ°ΠΊΡΠΈΠΊΠ΅. ΠΠΎΠ΄ΡΠΎΠ±Π½ΠΎ ΠΎΠΏΠΈΡΠ°Π½Ρ ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΠ΅ Π°Π»Π³ΠΎΡΠΈΡΠΌΡ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ ΠΈ ΡΠ°Π·ΡΡΡΠ½Π΅Π½ΠΎ, ΠΊΠΎΠ³Π΄Π° ΠΈΡ ΡΠ΅Π»Π΅ΡΠΎΠΎΠ±ΡΠ°Π·Π½ΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡ. ΠΡΠΈΠ²Π΅Π΄Π΅Π½Ρ ΠΏΡΠΈΠΌΠ΅ΡΡ ΠΏΠΎΡΡΡΠΎΠ΅Π½ΠΈΡ ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ Π½Π° ΡΠ·ΡΠΊΠ΅ Python Ρ ΠΏΠΎΠΌΠΎΡΡΡ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ Scikit-Learn, Π° ΡΠ°ΠΊΠΆΠ΅ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ Π½Π΅ΠΉΡΠΎΠ½Π½ΡΡ ΡΠ΅ΡΠ΅ΠΉ ΠΏΠΎΡΡΠ΅Π΄ΡΡΠ²ΠΎΠΌ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ Keras ΠΈ TensorFlow. ΠΠ·Π»ΠΎΠΆΠ΅Π½Ρ Π±Π°Π·ΠΎΠ²ΡΠ΅ ΠΏΡΠΈΠ½ΡΠΈΠΏΡ ΠΈ ΡΠΏΠΎΡΠΎΠ±Ρ ΠΎΡΠ΅Π½ΠΊΠΈ ΡΠ΅Π³ΡΠ΅ΡΡΠΈΠΎΠ½Π½ΡΡ ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ, ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ Π±ΠΈΠ½Π°ΡΠ½ΠΎΠΉ ΠΈ ΠΌΠ½ΠΎΠ³ΠΎΠΊΠ»Π°ΡΡΠΎΠ²ΠΎΠΉ ΠΊΠ»Π°ΡΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ. ΠΠΎΠΊΠ°Π·Π°Π½Ρ ΠΏΡΠΈΠΌΠ΅ΡΡ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ ΠΌΠΎΠ΄Π΅Π»ΠΈ ΡΠ°ΡΠΏΠΎΠ·Π½Π°Π²Π°Π½ΠΈΡ Π»ΠΈΡ ΠΈ ΠΎΠ±Π½Π°ΡΡΠΆΠ΅Π½ΠΈΡ β¦
Π ΡΡΡΠΊΠΈΠΉ PDFΠΠ½ΠΈΠ³Π° ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»ΡΠ΅Ρ ΡΠΎΠ±ΠΎΠΉ ΠΏΠΎΠ΄ΡΠΎΠ±Π½ΠΎΠ΅ ΠΏΠΎΡΠ°Π³ΠΎΠ²ΠΎΠ΅ ΡΡΠΊΠΎΠ²ΠΎΠ΄ΡΡΠ²ΠΎ ΠΏΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ GPT-3/3.5/4 Π² Π²Π°ΡΠΈΡ ΠΏΡΠΎΠ΅ΠΊΡΠ°Ρ . ΠΠ½ΠΎ ΠΎΡ Π²Π°ΡΡΠ²Π°Π΅Ρ ΡΠ°ΠΊΠΆΠ΅ ΡΠ°ΠΊΠΈΠ΅ ΠΌΠΎΠ΄Π΅Π»ΠΈ ΠΊΠ°ΠΊ Whisper ΠΈ Π’TS (ΠΏΡΠ΅ΠΎΠ±ΡΠ°Π·ΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠ΅ΠΊΡΡΠ° Π² ΡΠ΅ΡΡ).
Π ΠΊΠΎΠ½ΡΡ ΡΡΠ΅Π½ΠΈΡ Π²Ρ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠ°Π΅ΡΠ΅:
Π ΠΊΡΡΡΠ΅ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°ΡΡΡΡ Π²ΠΎΠΏΡΠΎΡΡ, ΡΠ²ΡΠ·Π°Π½Π½ΡΠ΅ Ρ ΠΎΡΠ½ΠΎΠ²Π°ΠΌΠΈ ΠΏΠΎΡΡΡΠΎΠ΅Π½ΠΈΡ ΡΠΈΡΡΠ΅ΠΌ ΠΈΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΠΎΠ³ΠΎ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡΠ°, ΠΌΠΎΠ΄Π΅Π»ΡΠΌΠΈ ΠΈ ΠΌΠ΅ΡΠΎΠ΄ΠΎΠ»ΠΎΠ³ΠΈΠ΅ΠΉ Π²ΡΠ²ΠΎΠ΄Π° Π·Π½Π°Π½ΠΈΠΉ, ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠ°ΠΌΠΈ ΠΈΠ½ΠΆΠ΅Π½Π΅ΡΠΈΠΈ Π·Π½Π°Π½ΠΈΠΉ, Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½ΡΡ ΠΈ ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΠ΅ΠΉ Π°Π»Π³ΠΎ ΡΠΈΡΠΌΠΎΠ² ΠΈΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΠΎΠ³ΠΎ ΠΈΠ½ΡΠ΅Π»Π»Π΅ΠΊΡΠ° Π½Π° ΠΏΡΠ°ΠΊΡΠΈΠΊΠ΅. ΠΠΏΠΈΡΠ°Π½Ρ ΠΊΠΎΠ½ΡΠ΅ΠΏΡΡΠ°Π»ΡΠ½ΡΠ΅ ΠΏΡΠΈΠ½ΡΠΈΠΏΡ ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ ΡΠΊΡΠΏΠ΅ΡΡΠ½ΡΡ ΡΠΈΡΡΠ΅ΠΌ, Π½Π΅ΡΠ΅ΡΠΊΠΎΠΉ Π»ΠΎΠ³ΠΈΠΊΠΈ, ΠΈΡΠΊΡΡΡΡΠ²Π΅Π½Π½ΡΡ Π½Π΅ΠΉΡΠΎΠ½Π½ΡΡ ΡΠ΅ΡΠ΅ΠΉ ΠΈ Ρ. Π΄. Π’Π΅ΠΎΡΠ΅ΡΠΈΡΠ΅ΡΠΊΠΈΠΉ ΠΌΠ°ΡΠ΅ΡΠΈΠ°Π» ΡΠΎΠΏΡΠΎΠ²ΠΎΠΆΠ΄Π°Π΅ΡΡΡ ΠΎΠ±ΡΠΈΡΠ½ΡΠΌ ΠΏΡΠ°ΠΊΡΠΈΠΊΡΠΌΠΎΠΌ, ΡΠ΅ΡΠ΅Π½ΠΈΠ΅ Π·Π°Π΄Π°Ρ ΠΊΠΎΡΠΎΡΠΎΠ³ΠΎ Π΄Π΅ΠΌΠΎΠ½ΡΡΡΠΈΡΡΠ΅ΡΡΡ ΠΊΠ°ΠΊ Π² ΡΠ°ΠΌΠΊΠ°Ρ Π°Π½Π°Π»ΠΈ ΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΠΏΠ»Π°ΡΡΠΎΡΠΌΡ, ΡΠ°ΠΊ ΠΈ Π² ΡΠΎΡΠΌΠ΅ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠ½ΡΡ ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΠΉ Π½Π° ΡΠ·ΡΠΊΠ΅ Python. Π‘ΠΎΠΎΡΠ²Π΅ΡΡΡΠ²ΡΠ΅Ρ Π°ΠΊΡΡΠ°Π»ΡΠ½ΡΠΌ β¦
Π ΡΡΡΠΊΠΈΠΉ PDFGoogle Cloud Vertex AI is a platform for machine learning (ML) offered by Google Cloud, with the objective of making the creation, deployment, and administration of ML models on a large scale easier. If you are seeking a unified and collaborative environment for your ML projects, this book is a valuable resource for you.
This comprehensive guide is designed to help data enthusiasts effectively utilize Google Cloud Platform's Vertex AI β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFΠΠ½ΠΈΠ³Π° ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»ΡΠ΅Ρ ΡΠΎΠ±ΠΎΠΉ Π²Π²Π΅Π΄Π΅Π½ΠΈΠ΅ Π² ΠΊΠ»Π°ΡΡΠΈΡΠ΅ΡΠΊΠΎΠ΅ ΠΊΠΎΠΌΠΏΡΡΡΠ΅ΡΠ½ΠΎΠ΅ Π·ΡΠ΅Π½ΠΈΠ΅. ΠΠ²ΡΠΎΡ ΠΏΠΎΠΊΠ°Π·ΡΠ²Π°Π΅Ρ, ΠΊΠ°ΠΊ ΠΌΠΎΠΆΠ½ΠΎ ΡΠ°Π·Π»ΠΎΠΆΠΈΡΡ Π½Π° ΡΠ°ΡΡΠΈ ΠΈ ΡΠ΅ΡΠΈΡΡ ΡΠ»ΠΎΠΆΠ½ΡΠ΅ Π·Π°Π΄Π°ΡΠΈ Π² ΡΡΠΎΠΉ ΡΡΠ΅ΡΠ΅ Ρ ΠΏΠΎΠΌΠΎΡΡΡ Π²ΡΠ΅Π³ΠΎ Π½Π΅ΡΠΊΠΎΠ»ΡΠΊΠΈΡ ΠΏΡΠΎΡΡΡΡ ΡΡΡΠΎΠΊ ΠΊΠΎΠ΄Π°.
Machine Vision Toolbox for MATLAB – ΠΎΡΠΊΡΡΡΠΎΠ΅ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠ½ΠΎΠ΅ ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠ΅Π½ΠΈΠ΅, ΠΊΠΎΡΠΎΡΠΎΠ΅ ΠΏΠΎΠ·Π²ΠΎΠ»ΡΠ΅Ρ ΡΠΈΡΠ°ΡΠ΅Π»Ρ Π»Π΅Π³ΠΊΠΎ ΠΏΡΠΈΠΌΠ΅Π½ΡΡΡ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΊΠΎΠ½ΡΠ΅ΠΏΡΠΈΠΈ Π½Π° ΠΏΡΠ°ΠΊΡΠΈΠΊΠ΅ ΠΈ ΡΠ°Π±ΠΎΡΠ°ΡΡ Ρ Π½Π΅ΡΡΠΈΠ²ΠΈΠ°Π»ΡΠ½ΡΠΌΠΈ Π·Π°Π΄Π°ΡΠ°ΠΌΠΈ. Π Π°ΡΠΊΡΡΠ²Π°ΡΡΡΡ ΡΠ΅ΠΎΡΠ΅ΡΠΈΡΠ΅ΡΠΊΠΈΠ΅ ΠΎΡΠ½ΠΎΠ²Ρ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ², Π° ΠΌΠ½ΠΎΠ³ΠΎΡΠΈΡΠ»Π΅Π½Π½ΡΠ΅ ΠΏΡΠΈΠΌΠ΅ΡΡ ΠΊΠΎΠ΄Π° ΠΈΠ»Π»ΡΡΡΡΠΈΡΡΡΡ Π΅Π³ΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅.
Π ΡΠΈΡΠ»Π΅ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°Π΅ΠΌΡΡ ΡΠ΅ΠΌ:
Product managers working with artificial intelligence will be able to put their knowledge to work with this practical guide to applied AI. This book covers everything you need to know to drive product development and growth in the AI industry. From understanding AI and machine learning to developing and launching AI products, it provides the strategies, techniques, and tools you need to succeed.
The first part of the book focuses β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ EPUBArtificial intelligence is everywhere—from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT—yet few people seem to know how it all really works. How AI Works unravels the mysteries of artificial intelligence, without the complex math and unnecessary jargon.
This book demystifies the topic of Artificial Intelligence for readers of varying backgrounds. The content should enable many people to discuss and follow ongoing developments in an informed way, to draw conclusions for their own life and workplace and to acquire the necessary new knowledge. The book strives to provide basic knowledge that will objectify the discussions and relieve some of the creepiness of utopian films. It must also be β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)Unlock the full power of generative AI with Writing AI Prompts For Dummies, a comprehensive guide that will teach you how to confidently write effective AI prompts. Whether it's text, images, or even videos and music you're aiming to create, this book provides the foundational knowledge and practical strategies needed to produce impressive results.
Embark on a journey of discovery with Writing AI Prompts For Dummies and learn how to:
ΠΡΠ° ΠΊΠ½ΠΈΠ³Π° ΡΠΎΠ΄Π΅ΡΠΆΠΈΡ Π²Π°ΠΆΠ½ΡΠ΅ ΡΠ΅ΠΊΠΎΠΌΠ΅Π½Π΄Π°ΡΠΈΠΈ ΠΏΠΎ ΡΠΎΡΡΠ°Π²Π»Π΅Π½ΠΈΡ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΡΡ Π·Π°ΠΏΡΠΎΡΠΎΠ² Π² ChatGPT. ΠΡ ΡΡΠ½ΠΎΡΡΠΈ ΠΈ Π³ΡΠ°ΠΌΠΌΠ°ΡΠΈΠΊΠΈ Π΄ΠΎ ΡΠ°Π±Π»ΠΎΠ½ΠΎΠ² ΠΈ ΠΏΡΠΈΠΌΠ΅ΡΠΎΠ², ΡΠΈΡΠ°ΡΠ΅Π»ΠΈ ΡΠ·Π½Π°ΡΡ, ΠΊΠ°ΠΊ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎ ΠΎΠ±ΡΠ°ΡΡΡΡ Ρ ChatGPT ΠΈ Π΄ΡΡΠ³ΠΈΠΌΠΈ ΠΠ ΠΏΠΎΠΌΠΎΡΠ½ΠΈΠΊΠ°ΠΌΠΈ. ΠΠ»Π°Π³ΠΎΠ΄Π°ΡΡ ΠΏΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΈΠΌ ΡΠΎΠ²Π΅ΡΠ°ΠΌ ΠΈ ΡΠΏΡΠ°ΠΆΠ½Π΅Π½ΠΈΡΠΌ ΡΡΠ° ΠΊΠ½ΠΈΠ³Π° — Π½Π΅Π·Π°ΠΌΠ΅Π½ΠΈΠΌΡΠΉ ΡΠ΅ΡΡΡΡ Π΄Π»Ρ ΡΠ΅Ρ , ΠΊΡΠΎ Ρ ΠΎΡΠ΅Ρ ΠΎΠ²Π»Π°Π΄Π΅ΡΡ ΠΈΡΠΊΡΡΡΡΠ²ΠΎΠΌ ΡΠΎΡΡΠ°Π²Π»Π΅Π½ΠΈΡ ΠΏΡΠ°Π²ΠΈΠ»ΡΠ½ΡΡ Π·Π°ΠΏΡΠΎΡΠΎΠ² Π² ΡΠΏΠΎΡ Ρ Π²ΠΈΡΡΡΠ°Π»ΡΠ½ΡΡ ΠΏΠΎΠΌΠΎΡΠ½ΠΈΠΊΠΎΠ². ΠΠ½ΠΈΠ³Π° ΡΠ²Π»ΡΠ΅ΡΡΡ ΡΠΏΡΠ°Π²ΠΎΡΠ½ΠΈΠΊΠΎΠΌ ΠΏΠΎ ΠΏΡΠΎΠ΄ΡΠΊΡΡ ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΈ OpenAI, Π½Π΅ ΡΠ²Π»ΡΠ΅ΡΡΡ ΠΏΡΠΎΠ΄ΡΠΊΡΠΎΠΌ ΠΈΠ»ΠΈ ΡΠΎΠ²ΠΌΠ΅ΡΡΠ½ΡΠΌ ΠΏΡΠΎΠ΅ΠΊΡΠΎΠΌ Ρ OpenAI.
ΠΠ½ΠΈΠ³Π° ΠΏΡΠ±Π»ΠΈΠΊΡΠ΅ΡΡΡ Π² Π°Π²ΡΠΎΡΡΠΊΠΎΠΉ ΠΎΡΡΠΎΠ³ΡΠ°ΡΠΈΠΈ ΠΈ ΠΏΡΠ½ΠΊΡΡΠ°ΡΠΈΠΈ
Π ΡΡΡΠΊΠΈΠΉ ZIP (pdf+epub)Explore advanced techniques in AI image generation with a focus on enhancing creativity and producing unique styles using the Midjourney platform, an AI image-generating (text-to-image) program unparalleled in the aesthetics of images it can produce. This book is for anyone ready to push their AI art further, with guidance straight from a seasoned AI artist and user of Midjourney.
Unlike a basic tutorial, this book focuses on advanced prompt crafting β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)This book is designed for mastering the art and science of prompt engineering in the realm of artificial intelligence. It provides a thorough exploration of the fundamental principles, practical techniques, and real-world applications of prompt engineering, with a special focus on ChatGPT and its advanced iterations, including GPT-4 and GPT plug-ins. You will learn the essential role of prompts in interacting with ChatGPT, understand the anatomy of a well-constructed prompt, β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)In Programming with GitHub Copilot: Write Better Code — Faster, veteran software developer and GitHub community hero Kurt Dowswell delivers an insightful and hands-on exploration of GitHub's powerful, new AI coding assistant, Copilot. In the book, you'll discover how to use the tool's capabilities to push the boundaries of what you thought was possible in programming.
Even if you've used autocomplete tools—like VS Code's TabNine extension—before, you'll be floored by GitHub Copilot's β¦
ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)