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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
For my actual source repo, please go to https://github.com/ericmjl/website
Compendium of free ML reading resources
Open-source scientific and technical publishing system built on Pandoc.
Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.
DuckDB is an analytical in-process SQL database management system
A computer science textbook
NumPy aware dynamic Python compiler using LLVM
In which I put together my thoughts on the practice of data science.
Software Design by Example: a tool-based introduction with Python
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
Privacy-Preserving Machine Learning (PPML) Tutorial
Feature engineering package with sklearn like functionality
A Tutorial for Setting Python Development Environment with VScode and Docker
Awesome Panel supports Panel and its users. We want to show how awesome the framework is and help push it forward. โค๏ธ๐๐
The fundamental package for scientific computing with Python.
ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io.
Panel: The powerful data exploration & web app framework for Python
STUMPY is a powerful and scalable Python library for modern time series analysis
The Missing Semester of Your CS Education ๐
The machine learning toolkit for time series analysis in Python
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Nvidia contributed CUDA tutorial for Numba