PythonForDataAnalysisAtPNI
Course website for Python for Data Analysis at PNI for PNI summer students.
Lecture Schedule
- Lecture 1: How neural networks use matrix multiplication (Greg)
- Lecture 2: Pictures of variance (Greg)
- Lecture 3: Pictures of regression - with multiple variables (Greg)
- Lecture 4: Pictures of ANOVA (Greg)
- Lecture 5: Coding breakout sessions (Greg)
- Lecture 6: Regression and classification (Ben)
- Lecture 7: Classification and reporting test accuracy (Ben)
- Lecture 8: Principal component analysis (Ben)
- Lecture 9: PCA and tSNE (Ben)
- Lecture 10
- Class project