AI & LLMs from Scratch

Master AI and LLM Development with Python - Build Real-World, Production-Ready AI Tools
Unlock the full potential of artificial intelligence with AI & LLMs from Scratch: Build Production-Ready AI Tools with Python for Modern AI Careers . This practical, hands-on guide is crafted for developers, engineers, and aspiring AI professionals who want to build deployable AI applications, optimize large language model (LLM) workflows, and launch portfolio-ready projects that showcase real skills to employers.
Written by A.P. Pyre, a seasoned AI developer and educator, this book combines deep technical expertise with career-focused guidance. You'll learn to harness Python, cutting-edge LLM APIs, embeddings, vector search, RAG pipelines, and agent orchestration to design intelligent systems that are secure, scalable, and cost-efficient . Every chapter is packed with production-ready Python code, explained clearly with parameters, usage notes, pitfalls, and best practices .
With this book, you'll gain more than knowledge-you'll gain practical, deployable AI skills that save time, enhance credibility, and accelerate your career . From building context-aware chatbots and autonomous agents to creating resume-ready AI projects, this guide prepares you for the fast-moving AI landscape without wasting time on filler or outdated methods.
Why this book stands out:
Hands-on, production-focused projects that translate directly to real-world applicationsCareer-ready guidance to showcase AI skills on your resume and portfolioUp-to-date tools and libraries for modern AI and LLM developmentExpert insights from an experienced AI practitionerTime-efficient learning with concise, actionable explanations
Whether you're enhancing your software with AI, preparing for interviews, or building the next generation of intelligent systems, this book equips you to master LLMs, accelerate AI development, and deliver results in record time .

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