GitHub stars · StarDay

1microsoft / ML-For-BeginnersMicrosoft's introductory curriculum on classical machine learning.Jupyter NotebookMIT · Permissive92,042

2Asabeneh / 30-Days-Of-PythonA structured collection of Python lessons and exercises.PythonLicense not declared78,244

3scikit-learn / scikit-learnMachine-learning algorithms and modeling tools for Python.PythonBSD-3-Clause · Permissive68,024

4keras-team / kerasA library for developing deep-learning models.PythonApache-2.0 · Permissive64,417

5pandas-dev / pandasPython library for labeled data structures, manipulation, and statistical analysis.PythonBSD-3-Clause · Permissive50,374

6GokuMohandas / Made-With-MLPractical material on building, deploying and iterating ML applications.Jupyter NotebookMIT · Permissive49,943

7SimplifyJobs / Summer2027-InternshipsSummer 2027 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.PythonLicense not declared48,319

8streamlit / streamlitA Python framework for building data applications.PythonApache-2.0 · Permissive46,241

9ray-project / rayA runtime and ML libraries for distributed AI workloads.PythonApache-2.0 · Permissive44,222

10gradio-app / gradioBuild interactive interfaces for machine-learning applications in Python.PythonApache-2.0 · Permissive43,999

11microsoft / Data-Science-For-Beginners10 Weeks, 20 Lessons, Data Science for All!Jupyter NotebookMIT · Permissive37,961

12ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code500 AI Machine learning Deep learning Computer vision NLP Projects with codeLicense not declared37,644

13explosion / spaCy💫 Industrial-strength Natural Language Processing (NLP) in PythonPythonMIT · Permissive34,033

14eriklindernoren / ML-From-ScratchMachine 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.PythonMIT · Permissive33,278

15Lightning-AI / pytorch-lightningPretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.PythonApache-2.0 · Permissive31,445

16AMAI-GmbH / AI-Expert-RoadmapRoadmap to becoming an Artificial Intelligence Expert in 2022JavaScriptMIT · Permissive31,343

17eugeneyan / applied-ml📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.MIT · Permissive30,810

18academic / awesome-datascience:memo: An awesome Data Science repository to learn and apply for real world problems.MIT · Permissive30,294

19d2l-ai / d2l-enInteractive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.PythonLicense not declared30,008

20donnemartin / data-science-ipython-notebooksData 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.PythonLicense not declared29,386