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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