C++ Compiler Optimization
C++ compiler optimization lab notebook — compare optimization levels, inspect compiler rewrites, diagnose auto-vectorization, and build production verification commands.
Clear explanations of core machine learning concepts, from foundational ideas to advanced techniques. Understand attention mechanisms, transformers, skip connections, and more.
C++ compiler optimization lab notebook — compare optimization levels, inspect compiler rewrites, diagnose auto-vectorization, and build production verification commands.
Master C++ pointers and references through interactive visualizations. Learn memory addressing, dereferencing, smart pointers, and avoid common pitfalls.
C++ preprocessor visualized: macros, header guards, conditional compilation, and #include directives explained interactively.
Master C++11 smart pointers through interactive examples. Learn unique_ptr, shared_ptr, and weak_ptr with reference counting visualizations.
Master C++ templates and the Standard Template Library. Learn generic programming, template metaprogramming, and STL containers and algorithms.
Compare PyTorch DataParallel vs DistributedDataParallel for multi-GPU training. Learn GIL limitations, NCCL AllReduce, and DDP best practices.