Machine Learning

This repository is for the projects and courses that I have done.

It includes serveral examples with dataset for different machine learning models from Udemy, Coursera, datacamp, Kaggle and DS take home challenge.

Content

1. Data processing

• Data-Visualization-with-Matplotlib
• Data-Visualization-with-Seaborn
• Data-processing in Python

2. Regression

• Linear Regression
• Logistic Regression

3. Classfication

• K-Nearest Neighbor
• Naive Bayes
• Tree(Decision Tree, Random Forest)
• Support Vector Machine

4. Clustering

5. Deep Learning

• Neural Networks and Deep Learning
• CNN
• RNN

6. NLP

7. Reinforcement Learning. A good repo to learn Reinforcement Learning

8. Time Series

Data Science take home challenge solutions

Kaggle