Data-Science-and-Machine-Learning-Bootcamp

This repository contains my notes/assignments of this amazing Udemy Course by Jose Portilla.

Data Science

Topics covered in this section are:

• NumPy
• Pandas
• Matplotlib
• Seaborn
• Plotly and Cufflinks
• Geographical Plotting
• Data Capstone Project

Machine Learning

Topics covered in this section are:

• Linear Regression
• Cross Validation and Bias-Variance Trade-Off
• Logistic Regression
• K Nearest Neighbors
• Decision Tree & Random Forest
• Support Vector Machines
• K Means Clustering
• Principal Component Analysis
• Recommender Systems
• Natural Language Processing
• Neural Nets and Deep Learning

I'd recommend going through the course as all the topics are better explained there.