Tag: #advanced
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 4 posts
Python Best Practices & Advanced Patterns Guide — Write Python Like a Pro
Best practices for writing cleaner, more efficient Python. From type hints and design patterns to async programming, profiling, and packaging.
2026-04-12 · 15 min read #ai#python#best-practices#advanced#design-patternsAdvanced TypeScript Patterns Mastery: From Generics to Type Gymnastics — 2025 Practical Guide
Master the advanced type system of TypeScript 5.x. Conditional Types, Mapped Types, Template Literal Types, Branded Types, Zod schema validation, tRPC type-safe APIs — 30 type gymnastics exercises on the path to senior d
2026-03-23 · 29 min read #typescript#generics#type-system#design-patterns#advancedPyTorch Advanced Techniques Complete Guide: torch.compile, Custom Ops, Memory Optimization
A complete guide to mastering PyTorch advanced techniques. Covers torch.compile, custom operators, memory optimization, Gradient Checkpointing, torch.vmap, functorch, and PyTorch Profiler with hands-on examples.
2026-03-17 · 17 min read #pytorch#advanced#torch-compile#memory-optimization#custom-operatorsPython Advanced Techniques for AI/ML: Performance Optimization, Parallel Processing, Memory Management
A comprehensive guide to advanced Python techniques for AI/ML development. Master performance profiling, multiprocessing, async/await, Numba JIT, Cython, memory profiling, and type hints with practical examples.
2026-03-17 · 24 min read #python#advanced#performance#multiprocessing#numba