Python Machine Learning

The code in this repository was reproduced and corrected in several cases of errors from [this book](https://ru.bookmate.com/books/bMc2i124).
Each file is a separate chapter of the book, a total of 13 chapters. [Simple Matplotlib Animation](https://github.com/BioWar/Python-Machine-Learning/blob/master/Simple%20Matplotlib%20Animation.ipynb) file was created in case of visualization of some algorithms.

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Python Machine Learning

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Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.gitignore		.gitignore
A Tour in Machine Learning Classifiers Scikit-Learn.ipynb		A Tour in Machine Learning Classifiers Scikit-Learn.ipynb
Applying Machine Learning to Sentiment Analysis.ipynb		Applying Machine Learning to Sentiment Analysis.ipynb
AverageForFICT(done).ipynb		AverageForFICT(done).ipynb
Building Good Training Sets - Data Preprocessing.ipynb		Building Good Training Sets - Data Preprocessing.ipynb
Combining Different Models for Ensemble Learning.ipynb		Combining Different Models for Ensemble Learning.ipynb
Compressing Data via Dimensionality Reduction.ipynb		Compressing Data via Dimensionality Reduction.ipynb
Embedding a Machine Learning Model into a Web Application.ipynb		Embedding a Machine Learning Model into a Web Application.ipynb
Excel_TutorialsPoint_scrapping(done).ipynb		Excel_TutorialsPoint_scrapping(done).ipynb
LICENSE		LICENSE
Learning Best Practices for Model Evaluation and Hyperparameter Tuning.ipynb		Learning Best Practices for Model Evaluation and Hyperparameter Tuning.ipynb
Linear Regression Example.ipynb		Linear Regression Example.ipynb
Medium Building A Simple Blockchain Data Structure With Python.ipynb		Medium Building A Simple Blockchain Data Structure With Python.ipynb
Medium_Build_Neural_Network_for_Classification.ipynb		Medium_Build_Neural_Network_for_Classification.ipynb
Predicting Continuous Target Variables with Regression Analysis.ipynb		Predicting Continuous Target Variables with Regression Analysis.ipynb
README.md		README.md
Ridge Regression.ipynb		Ridge Regression.ipynb
Simple Matplotlib Animation.ipynb		Simple Matplotlib Animation.ipynb

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