Introduction to Sci-Kit learn: visual data exploration and creating classifiers
Lecture content and materials
- Missing data imputation
- Discretization
- Sampling
- Transformation using functions
- String operations
- Regular expressions, intro to regular expressions
- Vectorized operations in Pandas
Reading
- Chapter 7 in Python Data Analysis.