It's a crash course of Python for DS.
Day 1
Morning session:
- Introduction to Jupyter Notebook environment,
- Basic Python
- syntax, variables, assignments, data types
- lists
- loops
- functions
Afternoon session:
- Introduction to Object Oriented Programming
- classes
- objects
- magic methods
- Exceptions
- Context managers
- modules, packages, pip
Day 2
Morning session:
- Using pandas:
- DataFrame
- Series
- basic data analysis with pandas
- selecting
Afternoon session:
- Visualization using matplotlib, seaborn
- Numpy arrays
- scipy statistics package
- scikit-learn intro
- ML example