795 tutorials · free to read

A working handbook for data and software engineering.

Hands-on tutorials by Alex Merced on Apache Iceberg, the data lakehouse, pipelines, agentic AI, and the languages and tools that hold it all together.

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  1. 01Crash Course on Developing AI Applications with LangChainA guide on building AI applications with LangChain, a framework for developing AI applications powered by Large Language Models (LLMs).
  2. 02The Data Lakehouse - The Benefits and Enhancing ImplementationUnderstanding the value of a lakehouse and how to get that value faster
  3. 032025 Comprehensive Guide to Apache IcebergWhat is Apache Iceberg, How it Works, and Why it Matters!
  4. 04When to use Apache Xtable or Delta Lake Uniform for Data Lakehouse InteroperabilityA Guide on when to use Apache Xtable or Delta Lake Uniform for Data Lakehouse Interoperability
  5. 05RAG Isn’t a Modeling Problem. It’s a Data Engineering Problem.Why retrieval-augmented generation systems fail in enterprises - and what to do about it.
  6. 06Building Pangolin - My Holiday Break, an AI IDE, and a Lakehouse Catalog for the CuriousA personal story of how I built Pangolin Catalog over a holiday break using an AI-powered IDE.