PyTorch on Apple Silicon

Train models locally on M1/M2/M3 with MPS

Author: AI Learning Club Team · Difficulty: Intermediate · Duration: 2 hr 15 min · Modules: 7

Modules

  1. Apple Silicon & Metal Performance Shaders (20 min)
  2. Setting Up PyTorch with MPS (18 min)
  3. Tensors and GPU Operations (22 min)
  4. Training CNNs on Apple Silicon (25 min)
  5. Memory Optimization & Benchmarking (20 min)
  6. Production Deployment & Best Practices (15 min)
  7. Resources & References (5 min)

Frequently Asked Questions

Is the PyTorch on Apple Silicon course free?

Yes, completely free. All 7 modules are accessible without payment. Sign in with Google to track progress and earn a certificate.

What are the prerequisites for PyTorch on Apple Silicon?

No prerequisites. This course starts from the basics and builds up progressively.

How long does PyTorch on Apple Silicon take to complete?

The course takes approximately 2 hr 15 min to complete across 7 modules. You can learn at your own pace.

Can I run the code examples in my browser?

Yes. Every module includes a "Open in Google Colab" button that lets you run Python code directly in your browser — no setup needed.

Do I get a certificate after completing PyTorch on Apple Silicon?

Yes. Complete all modules and pass the quizzes to earn a shareable certificate.

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