Using Python For Research

Homework and case studies for course "Using Python for Research" HarvardX - PH526xEdX, EdX

Week 1: Basics of Python 3

• Objects and Methods
• Sequence Objects
• Manipulating Objects

Week 2: Python Libraries and Concepts Used in Research

• Scope Rules and Classes
• NumPy
• Matplotlib and Pyplot
• Randomness and Time

Week 3: Case Studies Part 1

• DNA Translation
• Language Processing
• Introduction to Classification

Week 4: Case Studies Part 2

• Classifying Whiskies
• Bird Migration
• Social Network Analysis

Week 5: Statistical Learning

• Linear Regression
• Logistic Regression
• Random Forest