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A curated list of awesome System Design (A.K.A. Distributed Systems) resources.
Newsletter to help busy software engineers become good at system design 👇
These are the best resources for System Design on the Internet
💅🏻 ⚒ A collection of awesome design systems
Learn System Design concepts and prepare for interviews using free resources.
Learn how to design systems at scale and prepare for system design interviews
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
This is a repo with links to everything you'd ever want to learn about data engineering
Data science interview questions and answers
A tutorial for setting a new machine with core data science tools
🎓 Path to a free self-taught education in Computer Science!
Notes/links on math and science, including statistics, bayes, cmpsc, quant trading, machine learning, etc
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…
This repository contains everything you need to become proficient in System Design
Learn ML engineering for free in 4 months!
Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.
10 Weeks, 20 Lessons, Data Science for All!
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
lokeshgithub / knowledge-repo
Forked from airbnb/knowledge-repoA next-generation curated knowledge sharing platform for data scientists and other technical professions.
Data, Benchmarks, and methods submitted to the M5 forecasting competition
TDD for data analysis: tutorial
Hello world univariate examples for a variety of time series packages.
Assorted scripts & notebooks that I've put together
Learn how to design, develop, deploy and iterate on production-grade ML applications.
😎 A curated list of awesome MLOps tools
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.