Wiki Article · Cinematic

🗂️ Topic 06: Version Control for ML Projects

Course: AI Infrastructure — Section 1: Foundations Topic: 6 of 70 | Prev:…

Overview

🗂️ Topic 06: Version Control for ML Projects — Quick Facts

📌

Prev: [05-Python-Env-Management.md](05-Python-Env-Management.md): Next: 07-Build-Systems.md

Topic 1

🎯 Overview

💡

Version control = code ka time…

🔑

ML me special: code + data +…

⚡

Git = code ke liye standard. Par…

🎯

Solution: Git + DVC + Git LFS +…

Topic 2

🏗️ ML Version Control Architecture

🔬 ` ┌──────────────────────────────────────────────────────────────┐ │ ML Version Control…

Topic 3

🐍 Complete Python Implementation

💡

src/prepare.py

🔑

data/raw/

⚡

data/processed/

🎯

src/train.py

Topic 4

📊 Version Control Comparison

Topic 5

❓ Quiz — 5 MCQs

💡

A) git add directly

🔑

B) DVC se track karo — data S3 pe,…

⚡

C) Zip karke Git me push karo

🎯

D) Version control nahi chahiye…

Topic 6

🔗 Navigation

🔍 ⬅️ Previous: 05-Python-Env-Management.md | ➡️ Next: 07-Build-Systems.md Pro Tip: 🗂️ ML…

Comparison

📊 Version Control Comparison

⚖️

Git: Code, configs

⚖️

Git LFS: Binary files

⚖️

DVC: Data, models

Quick Quiz

Quiz — Question 1

🗂️ Topic 06: Version Control for ML Projects ka sabse sahi definition kya hai?

Complete! 🎉

🗂️ Topic 06: Version Control for ML Projects Complete!

Aliens Wiki · HIEN · Cinematic Knowledge

✅