Topic Covered:
R Programming
The Data Scientist’s Toolbox
Exploratory Data Analysis
Getting and Cleaning Data
Reproducible Research
Regression Models
Statistical Inference
Practical Machine Learning
Developing Data Products
Topic Covered:
Introduction to Python
Importing and cleaning data in Python
Introduction to SQL
Statistical thinking
Unsupervised machine learning
Introduction to Deep Learning in Python
Introduction to Network Analysis in Python