Courses and specialization by the university of Michigan

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

Learn to Program and Analyze Data with Python.
Develop programs to gather, clean, analyze, and visualize data.
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3. Using Python to Access Web Data
4. Using Databases with Python
5. Capstone: Retrieving, Processing, and Visualizing Data with Python

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