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AI FDE: The Complete Guide to Becoming a Forward-Deployed AI Engineer - Tapa blanda

GILL, BJS

 
9798194573257: AI FDE: The Complete Guide to Becoming a Forward-Deployed AI Engineer

Sinopsis

Everyone is learning to build with AI. Almost no one is learning to ship it.

AI FDE is the complete guide to becoming a Forward-Deployed AI Engineer — the professional who sits at the intersection of AI, engineering, product, business, and the customer, and closes the gap between "here's a cool demo" and "here's a system that solves a real problem and proves it."

Built around the author's original FDE Loop methodology — Discover, Design, Build, Prove, Deliver, Demonstrate, Scale — this book takes readers through:

  • The technical foundation: Python, APIs, and the modern AI development workflow
  • How large language models actually work, and why prompting alone isn't the job
  • Retrieval-Augmented Generation (RAG): giving AI real knowledge of your own documents
  • AI agents: from simple tool use to coordinated multi-agent systems
  • Enterprise-grade security, privacy, and architecture
  • Real deployment: cloud, containers, and monitoring
  • The FDE Evaluation Matrix — a 7-dimension framework for proving an AI system actually works, not just demoing well
  • Customer discovery, the AI Opportunity Score, solution proposals, and live demos
  • Turning all of it into a career: portfolio, interview prep, freelancing, consulting, or your own AI business

Along the way, readers build seven real, evaluated capstone projects — a portfolio that speaks for itself in an interview or a client pitch, backed by evidence instead of claims.

Whether you're a developer, a domain expert in law, healthcare, or finance looking to add AI implementation skills, or simply someone tired of AI courses that never lead anywhere concrete — this book teaches you to stop being an AI expert in the abstract, and start being an AI problem solver in practice.

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