Data Science Basics

Data Science basics with Python and R. Notes on how to do Data Analysis, Data Visualizations, Machine Learning, Natural Language Processing, Deep Learning, and work with Big Data.

Python

Data Analysis

Notes and exercises on the most popular Data Science packages in Python: NumPy and pandas

Data Visualization

Notes and exercises on the most popular Data Visualization packages in Python: Matplotlib, Seaborn, pandas built-in, Plotly, Cufflinks, and geographical plotting