{"repo":"khuyentran1401/codecut-blog","free":true,"listed":false,"github":"https://github.com/khuyentran1401/codecut-blog","clone":"git clone https://github.com/khuyentran1401/codecut-blog.git","description":"45+ production-ready tutorials on data science, MLOps, and AI tools. All code is executable and adaptable for real projects.","language":"Jupyter Notebook","stars":34,"topics":["artificial-intelligence","data-engineering","data-science","langchain","llm","machine-learning","mlops","pyspark","python","quarto"],"license":null,"category":"ai-agents","readme_excerpt":"CodeCut Blog Articles About CodeCut These notebooks are from CodeCut . CodeCut features open-source Python data science tools explained in clear, digestible tutorials. Subscribe to get: - Weekly articles with step-by-step guides - Newsletters 3x per week (2-minute digests) Repository Overview This repository contains 45+ comprehensive technical articles covering data science, MLOps, and AI tools. Here are some examples of what you'll find in this repository: Data Engineering - PySpark SQL - DataFrames, window functions, aggregations - DuckDB - Fast analytical queries for data scientists - DVC - Data versioning and experiment tracking - Delta Lake - Production lakehouses with delta-rs Machine Learning - Bayesian Optimization - Efficient hyperparameter tuning - MLflow - RAG evaluation and experiment tracking - pytest for Data Scientists - Testing ML pipelines LLM Applications - LangChain + Ollama - Private AI workflows - Pydantic AI - Type-safe LLM applications - RAG Pipelines - Intelligent QA systems - pgvector - Vector search for embeddings Data Visualization - Python Visualization Libraries - Matplotlib, Plotly, Seaborn comparison - Manim - Mathematical animations like 3Blue1Brown Data Utilities - Faker - Generate realistic test data - PRegEx - Human-readable regex patterns - Loguru - Simplified Python logging - Hydra - Configuration management Setup Prerequisites: Python 3.9+ Quick Start: Use UV for faster installs: uv pip install package1 package2 License All articles are ","default_branch":null,"files":null,"tree":[],"storefront":"/r/khuyentran1401","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/khuyentran1401/codecut-blog/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}