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. 01Python Backend DevelopmentPython web backends side by side: Django models, views, and DRF, Flask and FastAPI routes and CORS, WSGI and ASGI with Gunicorn and Uvicorn, and SQLAlchemy.
  2. 02PythonPython fundamentals as a quick reference: Hello World, variables and types, conditionals, loops, lists, dictionaries, functions, and classes, with code samples.
  3. 03Python Virtual EnvironmentsCreate, activate, and rebuild isolated Python environments with venv, Conda, Pipenv, and Poetry, including how to export dependencies and reinstall them.
  4. 04Python Tips and TricksA quick-reference table of Python idioms: the purpose, the syntax, and an example for each trick, from swapping variables to comprehensions.
  5. 05How to effectively learn software developmentHow to learn to code: pick a first language, learn syntax in order, practice simple challenges, then rebuild one todo app with more features each pass.
  6. 06Overview of the Open Lakehouse: Why Dremio?Common data pain points like runaway cloud bills and data copies, and how Dremio addresses them for greenfield, early-stage, Snowflake, Databricks, and on-prem.