Explore machine learning concepts related to memory-mgmt. Clear explanations and practical insights.
Deep dive into C++ memory allocation — stack frame internals, heap allocator mechanics, fragmentation, performance benchmarks, custom allocators, RAII, and debugging with AddressSanitizer and Valgrind.
Deep dive into CPython memory management: PyMalloc arenas, object pools, reference counting, and optimization techniques like __slots__ and generators.
Understand CPython garbage collection: reference counting, generational GC for circular references, weak references, and gc module tuning strategies.
Master Python __slots__ for 40-50% memory reduction and faster attribute access. Learn CPython descriptor protocol, inheritance patterns, and best practices.
Learn Resource Acquisition Is Initialization (RAII) - the cornerstone of C++ memory management. Understand automatic resource cleanup and exception safety.
Master C++ pointers and references through interactive visualizations. Learn memory addressing, dereferencing, smart pointers, and avoid common pitfalls.
Master C++11 smart pointers through interactive examples. Learn unique_ptr, shared_ptr, and weak_ptr with reference counting visualizations.