Large language models practice von harris michael (1 Ergebnisse)

Taschenbuch. Zustand: Neu. Neuware - Most developers learn what LLMs can do. This book teaches you how>Large Language Models in Practice is a hands-on engineering guidefor developers who want to go beyond ChatGPT prompts and build>You'll start with the fundamentals transformers, tokenization, embeddings, attention and progressively move into the engineeringpatterns that power real-world AI products. Every concept is paired>What's inside: - How LLMs actually work under the hood transformers, self-attention, positional encoding, and next-token prediction- Working with LLM APIs authentication, context windows, streaming, cost management, and rate limits - Prompt engineering that works zero-shot, few-shot, chain-of-thought, role-based prompting, and reusable templates- Building real AI apps chatbots, summarizers, content generators, and information extraction systems- Retrieval-Augmented Generation (RAG) vector databases, embeddings, document chunking, and full RAG pipelines- Fine-tuning open-source models for your specific use case- AI agents how to design, build, and orchestrate them- Production deployment scaling, monitoring, evaluation, >10 hands-on projects including a PDF Q&A system, AI customersupport chatbot, personal research assistant, and a deployable>This is not a theory textbook. This is the book you hand to>Perfect for: software engineers, backend developers, technicalfounders, CS students, and self-taught developers who want tobuild serious AI systems no ML PhD required. …