Must-Have AI Agents for Data Scientists - Practical Guide

Must-Have AI Agents for Data Scientists is a practical, step-by-step guide that takes you from your very first AI agent to production-grade agent teams. Whether you are a student, analyst, data scientist or ML lead, you will learn the fundamentals, set up your own agent lab, and build 44 ready-to-use agents across four levels: Beginner, Intermediate, Advanced and Pro.

You will also learn 17 different platforms for creating agents, from no-code tools like Claude Projects, Custom GPTs and Gemini Gems to frameworks like LangChain, LangGraph, CrewAI and the Claude Agent SDK, with a complete worked example on each one. Every agent page gives you a no-code path and a Python path, a copy-paste system prompt, a realistic example run and a checklist. The book closes with playbooks on testing, deployment, security and cost, a capstone project, 60 ready-made prompts and a 30-60-90 day roadmap, so you can apply what you learn at work right away.