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Data Science

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Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

Here are 88,815 public repositories matching this topic...

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ML-For-Beginners

microsoft / ML-For-Beginners

Star 92.1k

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

python education data-science machine-learning r scikit-learn machine-learning-algorithms ml machinelearning machinelearning-python scikit-learn-python microsoft-for-beginners
  • Updated Nov 7, 2026
  • Jupyter Notebook

Asabeneh / 30-Days-Of-Python

Sponsor
Star 78.6k

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

github python heroku flask data-science data database mongodb numpy ml pandas python3 matplotlib fullstack 30-days-of-python
  • Updated Sep 30, 2026
  • Python
superset

apache / superset

Star 75.5k

Apache Superset is a Data Visualization and Data Exploration Platform

react python flask data-science bi analytics superset apache data-visualization data-engineering business-intelligence data-viz data-analytics data-analysis sql-editor asf business-analytics apache-superset
  • Updated Nov 12, 2026
  • Python

scikit-learn / scikit-learn

Sponsor
Star 68.2k

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis
  • Updated Nov 12, 2026
  • Python

keras-team / keras

Star 64.4k

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow pytorch neural-networks jax
  • Updated Nov 12, 2026
  • Python

pandas-dev / pandas

Star 50.5k

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

python data-science flexible pandas alignment data-analysis
  • Updated Nov 12, 2026
  • Python
Made-With-ML

GokuMohandas / Made-With-ML

Star 50k

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

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality distributed-training mlops distributed-ml llms llmops
  • Updated Mar 4, 2026
  • Jupyter Notebook
Summer2027-Internships

SimplifyJobs / Summer2027-Internships

Star 48.4k

Summer 2027 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.

github data-science internship university jobs software-engineering internships interview-preparation fall-2026
  • Updated Nov 12, 2026
  • Python
airflow

apache / airflow

Star 47.5k

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

python workflow data-science machine-learning airflow automation etl workflow-engine scheduler apache orchestration data-engineering data-integration elt data-pipelines dag apache-airflow mlops workflow-orchestration data-orchestrator
  • Updated Nov 12, 2026
  • Python

streamlit / streamlit

Star 46.3k

Streamlit — A faster way to build and share data apps.

python data-science machine-learning deep-learning data-visualization developer-tools data-analysis streamlit
  • Updated Nov 12, 2026
  • Python

ray-project / ray

Star 44.3k

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

python data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel pytorch distributed hyperparameter-optimization ray hyperparameter-search serving rllib large-language-models llm llm-serving llm-inference
  • Updated Nov 12, 2026
  • Python

gradio-app / gradio

Star 44k

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

python data-science machine-learning ui deep-learning interface deploy models data-visualization data-analysis ui-components gradio python-notebook gradio-interface
  • Updated Nov 12, 2026
  • Python
Data-Science-For-Beginners

microsoft / Data-Science-For-Beginners

Star 38k

10 Weeks, 20 Lessons, Data Science for All!

python data-science pandas data-visualization data-analysis microsoft-for-beginners
  • Updated Oct 21, 2026
  • Jupyter Notebook

ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

Star 37.7k

500 AI Machine learning Deep learning Computer vision NLP Projects with code

python nlp data-science machine-learning awesome computer-vision deep-learning artificial-intelligence nlp-projects machine-learning-projects artificial-intelligence-projects computer-vision-project deep-learning-project
  • Updated Sep 26, 2026

explosion / spaCy

Star 34k

💫 Industrial-strength Natural Language Processing (NLP) in Python

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking
  • Updated Oct 27, 2026
  • Python

eriklindernoren / ML-From-Scratch

Star 33.3k

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch
  • Updated Oct 15, 2023
  • Python
pytorch-lightning

Lightning-AI / pytorch-lightning

Star 31.4k

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

python data-science machine-learning ai deep-learning pytorch artificial-intelligence
  • Updated Oct 30, 2026
  • Python
AI-Expert-Roadmap

AMAI-GmbH / AI-Expert-Roadmap

Star 31.4k

Roadmap to becoming an Artificial Intelligence Expert in 2022

data-science machine-learning roadmap ai deep-learning neural-network artificial-intelligence data-analysis study-plan ai-roadmap
  • Updated Sep 12, 2025
  • JavaScript
applied-ml

eugeneyan / applied-ml

Star 30.9k

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

search data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning production data-engineering data-discovery recsys data-quality applied-data-science applied-machine-learning
  • Updated Jul 18, 2024

academic / awesome-datascience

Star 30.3k

📝 An awesome Data Science repository to learn and apply for real world problems.

science data-science machine-learning data-mining deep-learning analytics data-visualization awesome-list data-scientists hacktoberfest
  • Updated Nov 10, 2026
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4.5k followers
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github.com/topics/data-science
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