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systemdesign42/system-design-academy

Newsletter for system design case studies, fundamentals, and interview prep

21.1K
Active
Interview Prep
System Utilities
#system-design#interview-prep#software-engineering

ossu/data-science

Free self-taught Data Science curriculum with MOOCs

21.0K
Experimental
Tutorials & Courses
#data-science#curriculum#mooc

Universidade-Livre/ciencia-da-computacao

Comprehensive self-taught computer science curriculum in Portuguese

19.6K
Active
Tutorials & Courses
Awesome Lists
#computer-science#education#curriculum

marimo-team/marimo

Reactive Python notebook for data science and AI with git-friendly, deployable, and AI-native features

19.5K
Active
Python
AI Code Editors
IDE Extensions
Python
#reactive-notebook#git-friendly#ai-native

afshinea/stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning course

19.3K
Archived
Cheatsheets
#cheatsheet#cs229#machine-learning

milanm/DevOps-Roadmap

DevOps Roadmap for 2025 with learning resources for developers interested in DevOps and SRE.

18.8K
Active
CLI Tools
#devops#devops-roadmap#sre

mahmoud/awesome-python-applications

A curated collection of open-source Python applications and tools for various use cases.

17.8K
Experimental
Jupyter Notebook
CLI Tools
#python#open-source#applications

xiaolincoder/CS-Base

Comprehensive collection of visual explanations for computer science fundamentals like networking, OS, and databases.

17.6K
Archived
Tutorials & Courses
Go
#computer-science#networking#operating-systems

gyoogle/tech-interview-for-developer

A comprehensive resource for technical interview preparation, covering algorithms, data structures, and more.

17.2K
Experimental
Java
Interview Prep
Java
#algorithms#data-structures#computer-science

dair-ai/ML-YouTube-Courses

A curated collection of the latest machine learning and AI courses on YouTube for developers.

17.1K
Archived
LLM Frameworks
#machine-learning#ai#youtube

akfamily/akshare

AKShare is a simple and elegant Python library for accessing financial data APIs.

16.9K
Active
Python
Databases
#finance#economic-data#data-analysis

stefan-jansen/machine-learning-for-trading

Code for machine learning-based algorithmic trading strategies and workflows.

16.7K
Archived
Jupyter Notebook
Machine Learning Ops
#finance#investment#trading

ipython/ipython

IPython is a powerful Python shell and interactive notebook environment for scientific computing and data analysis.

16.7K
Active
Python
CLI Tools
Python
#python#notebook#repl

bharathgs/Awesome-pytorch-list

A comprehensive list of PyTorch-related content on GitHub, including models, libraries, and tutorials.

16.4K
Archived
LLM Frameworks
PyTorch
#deep-learning#machine-learning#neural-networks

piskvorky/gensim

An advanced natural language processing (NLP) library for topic modeling, text analysis, and word embeddings in Python.

16.4K
Stable
Python
LLM Frameworks
Python
#nlp#topic-modeling#word-embeddings

FavioVazquez/ds-cheatsheets

A comprehensive collection of data science cheatsheets for developers and data scientists.

16.2K
Archived
Data Science
#datascience#cheatsheet#python

USTC-Resource/USTC-Course

A comprehensive collection of course resources from the University of Science and Technology of China (USTC).

16.0K
Stable
C++
Tutorials & Courses
#computer-science#course#share

treeverse/dvc

dvc is a data versioning and ML experiments tool that helps developers manage and track data and model changes.

15.4K
Active
Python
ETL & Pipelines
Python
#data-versioning#machine-learning#reproducibility

jupyter/jupyter

Jupyter is a metapackage for installation and documentation of the Jupyter ecosystem, focused on data science and interactive computing.

15.3K
Stable
Python
IDE Extensions
Python
#jupyter#notebooks#data-science

ochococo/Design-Patterns-In-Swift

A library that provides implementations of classic design patterns in Swift 5.0 for developers.

15.3K
Archived
Swift
Learning & Education
Swift
#design-patterns#computer-science#good-practices
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