Want to learn GPU programming right on your laptop? This Mojo GPU Puzzles series teaches you parallel computing through hands-on problem solving - and you can follow along on Apple Silicon: 🔥 WHAT IS THIS SERIES? I'm working through the Mojo GPU Puzzles - a progressive collection of 34 challenges that teach GPU programming from first principles to advanced optimization. We'll solve these together, step by step, on my Apple M4 chip. ⚡ WHY MOJO FOR GPU PROGRAMMING? ✓ Python-like syntax (ergonomic and readable) ✓ Systems-level performance (as fast as CUDA) ✓ Cross-hardware support (NVIDIA, AMD, Apple silicon) ✓ Zero-cost abstractions with strong type safety ✓ Much lower barrier to entry than C++/CUDA 💻 WHY APPLE M4? You don't need expensive data center GPUs to learn! The M4's unified memory architecture is perfect for learning GPU fundamentals. We're building transferable skills that work on any GPU hardware. 📚 WHAT YOU'LL LEARN IN THIS VIDEO: → The fundamental mindset shift from sequential to parallel computing → How CPU-GPU interaction works (host-device model) → Essential GPU vocabulary (kernels, threads, blocks, grids) → Why data movement is the real bottleneck (not computation!) → How to set up the Mojo GPU Puzzles environment → What kinds of problems we'll solve in this series 🎯 WHO IS THIS FOR? - Developers curious about GPU programming - ML engineers wanting to understand what's "under the hood" - Anyone interested in high-performance computing - Python programmers ready to level up - People with Apple Silicon wanting to learn GPU dev 📋 PREREQUISITES: - Basic programming knowledge (loops, functions, variables) - Understanding of parallel computing concepts is helpful - A compatible GPU (NVIDIA, AMD, or Apple silicon) - No prior GPU programming experience needed! 🚀 GET STARTED: 📦 Clone the repository: 📖 Mojo Documentation: 🔥 GPU Fundamentals Guide: 🌐 COMMUNITY & SUPPORT: 💬 Modular Discord: 📝 Modular Forum: 🐙 GitHub Issues: 🔔 SUBSCRIBE for the full Mojo GPU Puzzles series! We'll solve every puzzle together, understand the concepts deeply, and build real GPU programming skills. 👍 LIKE if you're excited to learn GPU programming in a more accessible way!