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.
A practical mental model for CPython memory management: names and references, object headers, PyMalloc arenas, reference counting, reuse paths, and memory profiling.
Understand CPython garbage collection: reference counting, generational GC for circular references, weak references, and gc module tuning strategies.
Learn when Python __slots__ reduces memory, how slot storage differs from __dict__, and the caveats for dataclasses and inheritance.
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.