696 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. 01Journey from AI to LLMs and MCP - 6 - Enter the Model Context Protocol (MCP) – The Interoperability Layer for AI AgentsEnter the Model Context Protocol (MCP) : The Interoperability Layer for AI Agents
  2. 02A Journey from AI to LLMs and MCP - 5 - AI Agent Frameworks – Benefits and LimitationsAI Agent Frameworks : Benefits and Limitations
  3. 03A Journey from AI to LLMs and MCP - 4 - What Are AI Agents – And Why They're the Future of LLM ApplicationsWhat Are AI Agents : And Why They're the Future of LLM Applications
  4. 04A Journey from AI to LLMs and MCP - 3 - Boosting LLM Performance – Fine-Tuning, Prompt Engineering, and RAGBoosting LLM Performance : Fine-Tuning, Prompt Engineering, and RAG
  5. 05A Journey from AI to LLMs and MCP - 2 - How LLMs Work – Embeddings, Vectors, and Context WindowsHow LLMs Work : Embeddings, Vectors, and Context Windows
  6. 06A Journey from AI to LLMs and MCP - 1 - What Is AI and How It Evolved Into LLMsWhat Is AI and How It Evolved Into LLMs