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.

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microsoft /ML-For-Beginners

Star77.9k

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

UpdatedOct 3, 2025
Jupyter Notebook

apache /superset

Star68.4k

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

UpdatedOct 7, 2025
TypeScript

scikit-learn /scikit-learn

Sponsor

Star63.6k

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis

UpdatedOct 7, 2025
Python

keras-team /keras

Star63.5k

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow pytorch neural-networks jax

UpdatedOct 6, 2025
Python

pandas-dev /pandas

Star46.8k

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

UpdatedOct 7, 2025
Python

GokuMohandas /Made-With-ML

Star43.5k

Learn how to design, 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

UpdatedAug 18, 2024
Jupyter Notebook

apache /airflow

Star42.7k

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

UpdatedOct 7, 2025
Python

streamlit /streamlit

Star41.7k

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

python data-science machine-learning deep-learning data-visualization developer-tools data-analysis streamlit

UpdatedOct 7, 2025
Python

gradio-app /gradio

Star40.1k

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

UpdatedOct 7, 2025
Python

ray-project /ray

Star39.2k

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

UpdatedOct 7, 2025
Python

explosion /spaCy

Star32.6k

💫 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

UpdatedMay 28, 2025
Python

microsoft /Data-Science-For-Beginners

Star31k

10 Weeks, 20 Lessons, Data Science for All!

python data-science pandas data-visualization data-analysis microsoft-for-beginners

UpdatedOct 3, 2025
Jupyter Notebook

AMAI-GmbH /AI-Expert-Roadmap

Star30.3k

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

UpdatedSep 12, 2025
JavaScript

Lightning-AI /pytorch-lightning

Star30.2k

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

UpdatedOct 7, 2025
Python

eriklindernoren /ML-From-Scratch

Star28.7k

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

UpdatedOct 15, 2023
Python

donnemartin /data-science-ipython-notebooks

Star28.6k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

python aws data-science machine-learning caffe theano big-data spark deep-learning hadoop tensorflow numpy scikit-learn keras pandas kaggle scipy matplotlib mapreduce

UpdatedMar 20, 2024
Python

eugeneyan /applied-ml

Star28.4k

📚 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

UpdatedJul 18, 2024

CamDavidsonPilon /Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

Sponsor

Star28.1k

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

data-science statistics jupyter-notebook bayesian-methods pymc mathematical-analysis