775 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. 01Semantic View Autopilot in Snowflake Semantic StudioSnowflake Semantic View Autopilot automates semantic view creation from query history and BI assets. But production semantics still need human review, testing, and governance.
  2. 02Zero-Copy Mirroring for Modern Lakehouse MigrationZero-copy mirroring gives teams a safer migration path because they can expose a lakehouse surface before they duplicate every byte or rewrite every workload.
  3. 03What AI Is and Isnt: A Laypersons Guide to How LLMs Actually WorkAI is not magic or sentient. Learn what large language models actually do, how vectors and embeddings work, and why todays AI is pattern matching not thinking.
  4. 04ChatGPT and Claude: Which AI Service Should You Pay ForChatGPT and Claude are the two leading AI assistants. Here is what each offers at every price tier, how to use their desktop apps and advanced features like Dispatch and Clips, and which one fits your workflow.
  5. 05Getting Started with AI for Free: Every Tool Google Gives You at No CostYou already have access to powerful AI tools through your Google account and no subscription needed. Here is everything Google offers for free and how to use it today.
  6. 06A Tour of Specialized AI Tools: Music, Video, Images, and MoreBeyond chatbots lie specialized AI tools for creating music, generating videos, and editing images. Here is a tour of the best tools in 2026 and how they fit into daily productivity.