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Repository for Ethics and Data Science, by Mike Loukides, DJ Patil, and Hilary Mason

21 Updated Aug 12, 2019

Free MLOps course from DataTalks.Club

Jupyter Notebook 13,899 2,799 Updated Dec 1, 2025

Turns Data and AI algorithms into production-ready web applications in no time.

Python 18,973 1,962 Updated Dec 22, 2025

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

Jupyter Notebook 34,064 7,214 Updated Dec 19, 2025

A guide for technical professionals looking to start consulting

1,507 175 Updated Jan 3, 2025

This is a repo with links to everything you'd ever want to learn about data engineering

Jupyter Notebook 39,089 7,508 Updated Dec 15, 2025

Source code for Algorithmic Trading with Python (2020) by Chris Conlan

Python 3,178 574 Updated Jun 1, 2021

Community list of startups working with AI in audio and music technology

1,717 162 Updated Jan 22, 2025

Errata and code for Effective Pandas book

Jupyter Notebook 370 131 Updated Dec 24, 2022

DBMS_SQL Notes

706 230 Updated Jan 7, 2024

A topic-centric list of HQ open datasets.

71,652 11,040 Updated Dec 16, 2025

Music Data Analysis

Python 106 13 Updated Feb 26, 2020

Set of real world data science tasks completed using the Python Pandas library

Jupyter Notebook 975 2,935 Updated Nov 8, 2023
HTML 1 Updated Jul 24, 2022

Automated auditing, performance metrics, and best practices for the web.

JavaScript 1 Updated Jul 22, 2022

Supplemental material for Udacity's "Writing READMEs" course

1 Updated Oct 21, 2021

Bayesian statistics graduate course

Typst 361 61 Updated Nov 1, 2025
Jupyter Notebook 143 101 Updated Dec 16, 2021

Data science interview questions and answers

HTML 9,664 2,100 Updated Nov 17, 2025

Twitter for Python!

Python 1 Updated Jun 18, 2022

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Jupyter Notebook 82,514 19,405 Updated Dec 25, 2025

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 31,699 6,706 Updated Dec 25, 2025

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

JavaScript 60,113 11,167 Updated Aug 22, 2025
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