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Title: GitHub - Dim25/PythonDataScienceHandbook: Jupyter Notebooks for the Python Data Science Handbook · GitHub

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Python Data Science Handbookhttp://shop.oreilly.com/product/0636920034919.do
https://github.com/Dim25/PythonDataScienceHandbook/blob/master/notebooks/figures/PDSH-cover.png
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NumPyhttp://numpy.org
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Aggregations: Min, Max, and Everything In Betweenhttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb
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Comparisons, Masks, and Boolean Logichttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/02.06-Boolean-Arrays-and-Masks.ipynb
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5. Machine Learninghttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.00-Machine-Learning.ipynb
https://github.com/Dim25/PythonDataScienceHandbook#5-machine-learning
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Hyperparameters and Model Validationhttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb
Feature Engineeringhttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.04-Feature-Engineering.ipynb
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In-Depth: Support Vector Machineshttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.07-Support-Vector-Machines.ipynb
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In-Depth: Manifold Learninghttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.10-Manifold-Learning.ipynb
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In-Depth: Kernel Density Estimationhttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.13-Kernel-Density-Estimation.ipynb
Application: A Face Detection Pipelinehttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.14-Image-Features.ipynb
Further Machine Learning Resourceshttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/05.15-Learning-More.ipynb
Appendix: Figure Codehttp://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/06.00-Figure-Code.ipynb
https://github.com/Dim25/PythonDataScienceHandbook#appendix-figure-code
https://github.com/Dim25/PythonDataScienceHandbook#required-packages
requirements.txthttps://github.com/Dim25/PythonDataScienceHandbook/blob/master/requirements.txt
condahttp://conda.pydata.org
Managing Environmentshttp://conda.pydata.org/docs/using/envs.html
https://github.com/Dim25/PythonDataScienceHandbook#license
https://github.com/Dim25/PythonDataScienceHandbook#code
MIT licensehttps://github.com/Dim25/PythonDataScienceHandbook/blob/master/LICENSE-CODE
Open Source Initiativehttps://opensource.org/licenses/MIT
https://github.com/Dim25/PythonDataScienceHandbook#text
CC-BY-NC-ND licensehttps://github.com/Dim25/PythonDataScienceHandbook/blob/master/LICENSE-TEXT
Creative Commonshttps://creativecommons.org/licenses/by-nc-nd/3.0/us/legalcode
Readme https://github.com/Dim25/PythonDataScienceHandbook#readme-ov-file
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