Yorko/mlcourse.ai

• Emerald I

Python Data Science Handbook: full text in Jupyter Notebooks

• 1,886−4 Elo, change today
• 50.4k stars
• 19.1k forks
• 1.7k watchers
• 2y ago

git clone https://github.com/jakevdp/PythonDataScienceHandbook.git

• jupyter-notebook
• matplotlib
• numpy
• pandas

• Silver III

《利用Python进行数据分析·第2版》

• 1,474−8 Elo, change today
• 9k stars
• 2.7k forks
• 2mo ago

git clone https://github.com/iamseancheney/python_for_data_analysis_2nd_chinese_version.git

• matplotlib
• numpy
• pandas

• Gold IV

Parallel computing with task scheduling

• 1,549+4 Elo, change today
• 13.9k stars
• 2k forks
• 2d ago

git clone https://github.com/dask/dask.git

• dask
• numpy
• pandas
• pydata

• Platinum III

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.

• 1,693−9 Elo, change today
• 29.3k stars
• 7.9k forks
• 1.5k watchers
• 2y ago

git clone https://github.com/donnemartin/data-science-ipython-notebooks.git

• aws
• big-data
• caffe
• data-science

• Gold III

Statistical data visualization in Python

• 1,571−6 Elo, change today
• 14.1k stars
• 2.1k forks
• 1mo ago

git clone https://github.com/mwaskom/seaborn.git

• data-science
• data-visualization
• matplotlib
• pandas

• Gold III

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

• 1,561−10 Elo, change today
• 13.4k stars
• 2.6k forks
• 2y ago

git clone https://github.com/tangyudi/Ai-Learn.git

• algorithm
• artificial-intelligence
• caffe
• cv