Tag: Python
-
Python Sorting Benchmarks: Which Algorithm Wins?
Compare Python sorting algorithms with real benchmarks. The winner might surprise you โ discover which method dominates speed tests across different data sizes.
-
FastAPI Model Serving: 5 Steps to 50ms Inference
Cut FastAPI model inference from 800ms to 47ms with 5 changes: lifespan handlers, warmup, ThreadPoolExecutor, Pydantic validation, and response models.
-
Heap & Stack Patterns: 8 Interview Problems Solved
Solve 8 heap and monotonic stack problems with O(n log k) patterns. Recognize when to use each structure before writing a single line of code.
-
unittest to pytest Migration: Fixtures and Async Patterns
Migrate unittest to pytest with practical fixture examples and async testing patterns. Learn parametrization, mocking, and real-world refactoring tips.
-
You Don’t Need Docker for Local Dev: 4 Faster Alternatives
Skip Docker overhead in local development with these 4 lightweight alternatives. Python venv, direnv, and moreโcompare speed and simplicity.
-
Pandas vs Polars vs Dask on 10M Rows: Real Benchmarks
Polars beat Pandas by 8x on 10M rows. Dask crashed twice. Real benchmark results with groupby, joins, and rolling windows.
-
RL Fundamentals: MDP, Bellman Equation, and Value Functions
Learn the foundations of Reinforcement Learning โ MDP framework, policies, value functions, Bellman equation, and exploration strategies with hands-on Python code.
-
MCP Tutorial: Build an AI Tool Server in Python
Learn how to build MCP (Model Context Protocol) servers in Python. Step-by-step tutorial with real code examples for tools, resources, and prompts. The open standard backed by Anthropic, OpenAI, and Google.