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Look inside
Learn AI Data Engineering is a fast, friendly guide to integrating large language models into your data workflows. 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!
In Learn AI Data Engineering you’ll learn how to:
Learn AI Data Engineering shows you far more than copy-pasting prompts or using AI as a coding assistant. You’ll learn how to integrate LLMs at an API level to give a real performance and efficiency boost to your pipelines. Each chapter contains a new relevant technique to automate transformations, enrich datasets, and accelerate tedious workflows with AI.
In Learn AI Data Engineering you’ll learn how to:
- Craft smarter prompts to get the best results from LLMs on data tasks
- Use ChatGPT to write, debug, and optimize SQL and Python faster
- Embed AI directly into pipelines for code automation, analysis, and enrichment
- Clean, transform, and extract insights from real-world messy data with AI
- Build agentic workflows that capture and scale subject matter expertise
Learn AI Data Engineering shows you far more than copy-pasting prompts or using AI as a coding assistant. You’ll learn how to integrate LLMs at an API level to give a real performance and efficiency boost to your pipelines. Each chapter contains a new relevant technique to automate transformations, enrich datasets, and accelerate tedious workflows with AI.
about the book
Learn AI Data Engineering 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 you’ll learn just enough theory to understand the why, and then immediately put it into practice.about the author
Dave Melillo is a data leader with deep expertise across data analytics, data engineering, data architecture, and data science and machine learning. He has built large-scale data products, architected modern pipelines, and trained professionals at universities and Fortune 500 companies. His writing on practical data strategies has been featured in Towards Data Science and Dev Genius.
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Learn AI Data Engineering ebook for free
choose your plan
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monthly
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$249.99
only $20.83 per month
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
- renews monthly, pause or cancel renewal anytime
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Learn AI Data Engineering ebook for free
team
monthly
annual
$49.99
$499.99
only $41.67 per month
- five seats for your team
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
- renews monthly, pause or cancel renewal anytime
- renews annually, pause or cancel renewal anytime
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Learn AI Data Engineering ebook for free
