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# PythonNotebooks
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Practice notebooks for NumPy, Pandas, Seaborn, matplotlib, etc.
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Jupyter notebooks covering a wide range of functions and operations on the topics of NumPy, Pandans, Seaborn, matplotlib etc.
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# Python Machine Learning Notebooks
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Essential codes for jump-starting machine learning/data science with Python
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### Essential tutorial-type notebooks on Pandas and Numpy
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* Jupyter notebooks covering a wide range of functions and operations on the topics of NumPy, Pandans, Seaborn, matplotlib etc.
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### Tutorial-type notebooks covering regression, classification, clustering, and some basic neural network algorithms
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* Simple linear regression
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* Multi-variate regression with regularization
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* Polynomial regression with how to use scikit-learn pipeline feature
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* Logistic regression/classification
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* _k_-nearest neighbor classification
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* Decision trees and Random Forest
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* Support vector machine classification
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* K-means clustering

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