Data analysis with Python - Spring 2020
Contents:
Initializing course environment
Running Python code
Frequently asked questions
Week 1:
Python
Week 2:
Python (continues)
NumPy
Week 3:
NumPy (continues)
Matplotlib
Image processing
Pandas
Week 4:
Pandas (continues)
Week 5:
Pandas (continues)
Machine learning: linear regression
Week6:
ML: Naive Bayes classification
ML: Clustering
ML: Principal component analysis
Week7:
Project work
Running tests when peer-reviewing students notebooks
Data analysis with Python - Spring 2020
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Index
Index