Skip to content

The PyTorch course that doesn't stop at model training. Go from tensors to deployed REST APIs with debugging mastery, PyTorch 2.0 optimization, and production best practices. Build portfolio-ready projects.

Notifications You must be signed in to change notification settings

DeepKnowledge1/pytorch-zero-to-production

Repository files navigation

📘 PyTorch Mastery — Build, Train, Optimize, and Deploy Like a Pro

::contentReference[oaicite:0]{index=0}

Welcome to PyTorch Mastery, a production-grade deep learning course designed to take you from beginner → expert using the cleanest modern Python workflow with Poetry + UV.

This repository gives you everything you need to build real-world deep learning projects with clarity and confidence.


🚀 What’s Inside

  • 🔥 Full PyTorch curriculum
  • ⚙️ Professional environment setup
  • 🧠 Structured modules (fundamentals → advanced)
  • 📘 Detailed docs & cheatsheets
  • 💻 Real-world project architecture
  • 📚 Clean notebooks for each lesson

📂 Documentation

Documentation Description
📖 Course Overview Complete course structure and learning paths
⚙️ Installation Guide Setup instructions for all environments
📁 Repository Structure Navigate the codebase efficiently
📓 Notebook Index All Jupyter notebooks organized by module
🤝 Contributing How to contribute to the project

⭐ Why This Repository Stands Out

  • Modern tooling (Poetry + UV)
  • Production-ready architecture
  • Clear, structured learning path
  • Real ML engineering best practices
  • Focus on deployment, optimization, and reproducibility

📩 Stay Connected

If you enjoy this project:

⭐ Star the repo 🔱 Follow for updates 🔔 Check back for new modules

This is more than a course — it’s an engineering-grade learning experience.

About

The PyTorch course that doesn't stop at model training. Go from tensors to deployed REST APIs with debugging mastery, PyTorch 2.0 optimization, and production best practices. Build portfolio-ready projects.

Resources

Contributing

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published