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The repository contains extensive exercises on a lot of Machine Learning algorithms and some Deep Learning algorithms, programmed in Python, using Jupyter Notebook.

Jupyter Notebook 100.00%
python python3 jupyter-notebook machine-learning machine-learning-algorithms data-preprocessing data-mining regression-models classification clustering data-analysis data-visualization pandas numpy matplotlib deep-learning model-selection model-boosting

machine_learning_algorithms_python's Introduction

Machine_Learning_Algorithms_Python

Machine Learning algorithms repository coded in Python

This repository is created after the similar repository was coded in R. My goal in this project is to code the exercises on the same ML topics and datasets using Jupyter Notebook and Python.

The topics cover data preprocessing, regression, classification, clustering, association rule learning, reinforcement learning, natural language processing (NLP) and Deep Learning algorithms, as well as dimensionality reduction and model selection, boosting and evaluation.

Enjoy!

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