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Databricks Course Documentation
Databricks Course Documentation

Project Context

  • Introduction
    • About this course
    • About me: Cao Tri DO, PhD
  • Project Business Context
    • Business Context
    • Objective
    • About the Data

Setup your PC

  • Local and Databricks Setup
    • Ressources List for the Course
    • Database CLI, DB Connect and VS Code Extension Setup
    • Unity Catalog Setup
  • Developper Tools
    • Getting Started with Devbox for Data Science
    • uv - Modern Python Package Manager
    • Getting Started with Shelve Cloud for Data Science
    • Git Workflow for Data Science Project
    • Conventional Commits & Branch Naming
    • Using pre-commit hooks with uv for Data Science
    • GitLab CI Tutorial for a Data Science (with uv)
    • Introduction to Bandit for Data Science
    • Makefile Tutorial for Data Science

Code Documentation

  • Architecture Overview
    • Global Architecture
  • Code Walkthrough
    • Launch the project code

Documentation Quickstart

  • Sphinx Quick Start
    • Files organisation
    • Illustrate Mermaid Diagrams
    • RST Cheat Sheet
    • Markdown Cheat Sheet
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Developper ToolsΒΆ

Mandatory Project Tools for Developers

  • Getting Started with Devbox for Data Science
  • uv - Modern Python Package Manager
  • Getting Started with Shelve Cloud for Data Science
  • Git Workflow for Data Science Project
  • Conventional Commits & Branch Naming
  • Using pre-commit hooks with uv for Data Science

Optional Tools

  • GitLab CI Tutorial for a Data Science (with uv)
  • Introduction to Bandit for Data Science
  • Makefile Tutorial for Data Science
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Getting Started with Devbox for Data Science
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Unity Catalog Setup
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