Python Data Science Handbook: full text in Jupyter Notebooks

10 Weeks, 20 Lessons, Data Science for All!

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.

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

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

The Open Source Data Science Masters

📊 Path to a free self-taught education in Data Science!

List of Data Science Cheatsheets to rule the world

Your new Mentor for Data Science E-Learning.

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

Data science interview questions and answers

Perform data science on data that remains in someone else's server

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

code for Data Science From Scratch book

Grid studio is a web-based application for data science with full integration of open source data science frameworks and languages.

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数据科学的笔记以及资料搜集

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Toturials coming with the "data science roadmap" picture.

A curated list of data science blogs

common data analysis and machine learning tasks using python

Curated list of data science interview questions and answers

Data Science Using Python

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

This repository is a compilation of free resources for learning Data Science.

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

R for data science: a book

Curated list of Python resources for data science.

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep