Learn AI Data Engineering in a Month (MEAP 4) by David Melillo(.ePUB)+
File Size: 15.6 MB
Learn AI Data Engineering in a Month of Lunches (MEAP 4) by David Melillo
Requirements: .ePUB, .PDF reader, 15.6 MB
Overview: Reliable and effective AI-powered data pipelines delivered in just a month of lunches! Learn AI Data Engineering in a Month of Lunches is a fast, friendly guide to integrating large language models into your data workflows. In just 17 short lessons, you’ll learn how AI can help you handle time-consuming data engineering tasks including transformations, calculations, and the never-ending chore of data cleaning–all illustrated with instantly-familiar SQL and Python use cases! AI presents a compelling opportunity as a coding companion, generating code that is often accurate enough to use with minimal refinement. Tools like ChatGPT, GitHub Copilot, and Claude have already begun replacing repetitive scripting, scaffolding complex data pipelines, and offering natural language interfaces to libraries like Pandas, NumPy, and Scikit-learn. Learn AI Data Engineering in a Month of Lunches teaches you to apply AI to the most important data engineering tasks. You’ll build a portfolio of hands-on projects, like querying the Pagila DVD rental database with ChatGPT, performing real-time sentiment analysis on news headlines, and even prototyping agentic workflows that simulate real business rules. With each lesson designed to fit into a lunch break, you’ll learn just enough theory to understand the why, and then immediately put it into practice. For aspiring and veteran data professionals who know Python and SQL.
Genre: Non-Fiction > Tech & Devices
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