University-of-Michigan

Courses and specialization by the university of Michigan

Applied Data Science with Python Specialization

Gain new insights into your data.
Learn to apply data science methods and techniques, and acquire analysis skills.
See all detalis here.

1. Introduction to Data Science in Python
2. Applied Plotting, Charting & Data Representation in Python
3. Applied Machine Learning in Python
4. Applied Text Mining in Python
5. Applied Social Network Analysis in Python

Python for Everybody Specialization

Learn to Program and Analyze Data with Python.
Develop programs to gather, clean, analyze, and visualize data.
See all detalis here.

3. Using Python to Access Web Data
4. Using Databases with Python
5. Capstone: Retrieving, Processing, and Visualizing Data with Python

Statistics with Python Specialization

Practical and Modern Statistical Thinking For All.
Use Python for statistical visualization, inference, and modeling. See all detalis here.

1. Understanding and Visualizing Data with Python
2. Inferential Statistical Analysis with Python
3. Fitting Statistical Models to Data with Python