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Awesome Docker Compose samples

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A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

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Newsletter to help busy software engineers become good at system design 👇

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Learn System Design concepts and prepare for interviews using free resources.

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Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

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

Jupyter Notebook 27,776 5,665 Updated May 2, 2025

Data science interview questions and answers

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A tutorial for setting a new machine with core data science tools

292 45 Updated Jan 3, 2025

🎓 Path to a free self-taught education in Computer Science!

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Notes/links on math and science, including statistics, bayes, cmpsc, quant trading, machine learning, etc

517 62 Updated Dec 21, 2020

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…

Python 7,476 956 Updated Apr 24, 2025

This repository contains everything you need to become proficient in System Design

4,391 585 Updated Oct 6, 2024

Learn ML engineering for free in 4 months!

Jupyter Notebook 10,352 2,432 Updated Mar 4, 2025

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

Python 4,573 970 Updated May 17, 2025

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 29,500 6,156 Updated Feb 13, 2025

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

Python 5,522 688 Updated Sep 4, 2024

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

Python 1 Updated Jan 19, 2019

Data, Benchmarks, and methods submitted to the M5 forecasting competition

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TDD for data analysis: tutorial

Jupyter Notebook 6 Updated Jul 6, 2023

Hello world univariate examples for a variety of time series packages.

Jupyter Notebook 56 26 Updated Sep 20, 2024

Slides from presentations I've given

12 1 Updated Apr 19, 2022

Assorted scripts & notebooks that I've put together

Jupyter Notebook 6 Updated Feb 4, 2023

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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😎 A curated list of awesome MLOps tools

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MLOps examples

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Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.

1,457 127 Updated Jul 11, 2021
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