Difference between revisions of "Python"
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* [[Colaboratory]] | * [[Colaboratory]] | ||
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* [http://medium.com/applied-data-science/how-to-build-your-own-alphazero-ai-using-python-and-keras-7f664945c188 How to build your own AlphaZero AI using Python and Keras] | * [http://medium.com/applied-data-science/how-to-build-your-own-alphazero-ai-using-python-and-keras-7f664945c188 How to build your own AlphaZero AI using Python and Keras] | ||
* [http://automatetheboringstuff.com/ Automate the Boring Stuff with Python] | * [http://automatetheboringstuff.com/ Automate the Boring Stuff with Python] | ||
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* [http://www.kdnuggets.com/2018/02/top-20-python-ai-machine-learning-open-source-projects.html Top 20 Python AI and Machine Learning Open Source Projects] | * [http://www.kdnuggets.com/2018/02/top-20-python-ai-machine-learning-open-source-projects.html Top 20 Python AI and Machine Learning Open Source Projects] | ||
* [http://startupsventurecapital.com/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5 Essential Cheat Sheets for Machine Learning and Deep Learning Engineers] | * [http://startupsventurecapital.com/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5 Essential Cheat Sheets for Machine Learning and Deep Learning Engineers] | ||
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<youtube>U0ACP9J8vOU</youtube> | <youtube>U0ACP9J8vOU</youtube> | ||
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| − | == Data Science == | + | == Python Data Science Handbook == |
| + | * [http://colab.research.google.com/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb Python Data Science Handbook (Jupyter notebook) | Jake VanderPlas - O-Reilly] | ||
| + | ** [http://tanthiamhuat.files.wordpress.com/2018/04/pythondatasciencehandbook.pdf Python Data Science Handbook (PDF) | Jake VanderPlas] | ||
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| + | == <span id="openpyxl"></span>openpyxl == | ||
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| + | * [http://openpyxl.readthedocs.io/en/stable/ openpyxl - a Python library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files] | ||
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| + | <youtube>q6Mc_sAPZ2Y</youtube> | ||
| + | <youtube>A3VRd22fHhA</youtube> | ||
Revision as of 05:50, 20 July 2019
Youtube search... ...Google search
- Colaboratory
- How to build your own AlphaZero AI using Python and Keras
- Automate the Boring Stuff with Python
- Top 20 Python AI and Machine Learning Open Source Projects
- Essential Cheat Sheets for Machine Learning and Deep Learning Engineers
- How to Setup a Python Environment for Machine Learning | George Seif - KDnuggets
- Notebooks; Jupyter and R Markdown
- Python & AWS Lambda
- Cython
- Git - GitHub and GitLab
Contents
Python Data Science Handbook
Anaconda
- Getting started with Anaconda | Continuum Analytics
- Cheatsheet
- Anaconda Cloud Documentation
- Anaconda package lists of libraries & utilities
Anaconda Cloud is a package management service by Anaconda. Cloud makes it easy to find, access, store and share public notebooks, environments, and conda and PyPI packages.
Numpy
NetworkX
- NetworkX a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. Video: Connected: A Social Network Analysis Tutorial with NetworkX ...Social Network Analysis (SNA), the study of the relational structure between actors, is used throughout the social and natural sciences to discover insight from connected entities.
Matplotlib
- Matplotlib generate plots, histograms, power spectra, bar charts, errorcharts, scatterplots, etc Visualization with Matplotlib | Jake VanderPlas - Python Data Science Handbook
Pandas
Data structures and data analysis tools for the Python programming language
openpyxl
