{"product_id":"generative-ai-with-python-and-pytorch-by-joseph-babcock","title":"Generative AI with Python and PyTorch\nby Joseph Babcock","description":"\u003cp\u003eMaster GenAI techniques to create images and text using variational autoencoders (VAEs), generative adversarial networks (GANs), LSTMs, and large language models (LLMs)\u003c\/p\u003e\n\n\u003cp\u003eKey Features\u003cbr\u003e\nImplement real-world applications of LLMs and generative AI\u003cbr\u003e\nFine-tune models with PEFT and LoRA to speed up training\u003cbr\u003e\nExpand your LLM toolbox with Retrieval Augmented Generation (RAG) techniques, LangChain, and LlamaIndex\u003cbr\u003e\nPurchase of the print or Kindle book includes a free eBook in PDF format\u003cbr\u003e\nBook Description\u003cbr\u003e\nBecome an expert in Generative AI through immersive, hands-on projects that leverage today’s most powerful models for Natural Language Processing (NLP) and computer vision. Generative AI with Python and PyTorch is your end-to-end guide to creating advanced AI applications, made easy by Raghav Bali, a seasoned data scientist with multiple patents in AI, and Joseph Babcock, a PhD and machine learning expert. Through business-tested approaches, this book simplifies complex GenAI concepts, making learning both accessible and immediately applicable.\u003c\/p\u003e\n\n\u003cp\u003eFrom NLP to image generation, this second edition explores practical applications and the underlying theories that power these technologies. By integrating the latest advancements in LLMs, it prepares you to design and implement powerful AI systems that transform data into actionable intelligence.\u003c\/p\u003e\n\n\u003cp\u003eYou’ll build your versatile LLM toolkit by gaining expertise in GPT-4, LangChain, RLHF, LoRA, RAG, and more. You’ll also explore deep learning techniques for image generation and apply styler transfer using GANs, before advancing to implement CLIP and diffusion models.\u003c\/p\u003e\n\n\u003cp\u003eWhether you’re generating dynamic content or developing complex AI-driven solutions, this book equips you with everything you need to harness the full transformative power of Python and AI.\u003c\/p\u003e\n\n\u003cp\u003eWhat you will learn\u003cbr\u003e\nGrasp the core concepts behind large language models and their capabilities\u003cbr\u003e\nCraft effective prompts using chain-of-thought, ReAct, and prompt query language to guide LLMs toward your desired outputs\u003cbr\u003e\nUnderstand how attention and transformers have changed NLP\u003cbr\u003e\nOptimize your diffusion models by combining them with VAEs\u003cbr\u003e\nBuild text generation pipelines based on LSTMs and LLMs\u003cbr\u003e\nLeverage the power of open-source LLMs, such as Llama and Mistral, for diverse applications\u003cbr\u003e\nWho this book is for\u003cbr\u003e\nThis book is for data scientists, machine learning engineers, and software developers seeking practical skills in building generative AI systems. A basic understanding of math and statistics and experience with Python coding is required.\u003c\/p\u003e\n\n\u003cp\u003eTable of Contents\u003cbr\u003e\nIntroduction to Generative AI: Drawing Data from Models\u003cbr\u003e\nBuilding Blocks of Deep Neural Networks\u003cbr\u003e\nThe Rise of Methods for Text Generation\u003cbr\u003e\nNLP 2.0: Using Transformers to Generate Text\u003cbr\u003e\nLLM Foundations\u003cbr\u003e\nOpen-Source LLMs\u003cbr\u003e\nPrompt Engineering\u003cbr\u003e\nLLM Toolbox\u003cbr\u003e\nLLM Optimization Techniques\u003cbr\u003e\nEmerging Applications in Generative AI\u003cbr\u003e\nNeural Networks Using VAEs\u003cbr\u003e\nImage Generation with GANs\u003cbr\u003e\nStyle Transfer with GANs\u003cbr\u003e\nDeepfakes with GANs\u003cbr\u003e\nDiffusion Models and AI Art\u003c\/p\u003e","brand":"Books Feri","offers":[{"title":"Premium Paperback","offer_id":45409762181311,"sku":null,"price":310.0,"currency_code":"BDT","in_stock":true},{"title":"Premium Hardcover","offer_id":45405205594303,"sku":null,"price":410.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0692\/8148\/0895\/files\/413u6q8TN-L._SX342_SY445_FMwebp.webp?v=1772989068","url":"https:\/\/booksferi.store\/products\/generative-ai-with-python-and-pytorch-by-joseph-babcock","provider":"Books Feri","version":"1.0","type":"link"}