Week 1: Programming in Python
Day 1
周一课堂内容:
- Sections:
- Setting Up Kaggle
- Python Basics
- Comparators and Conditionals
- Data Structures (Lists, Tuples, Dictionaries, Sets)
- Kaggle notebooks
- Exercises
- Additional Exercises
Recordings
- Morning Recording
- Afternoon Recording
Day 2
周二课堂内容:
- Sections:
- Functions
- While Loops
- For Loops + Range
- More on Data Structures
- Exceptions
- Kaggle notebooks
- Exercises
- Additional Exercises
Recordings
- Morning Recording
- Afternoon Recording
Day 3
周三课堂内容:
- Sections:
- Intro to NumPy
- Working with Libraries
- Modules and Packages
- Coding on Raspberry Pi
- Kaggle notebooks
- Exercises
- Additional Exercises
Recordings
- Morning Recording
- Afternoon Recording
Day 4
周四课堂内容:
Sections:
- More Exercises on NumPy
- Intro to String Formatting
Kaggle notebooks
Exercises
Day 5
周五课堂内容:
- Sections:
- Intro to Pandas
- Intro to Visualization
- Plotly DEMO
- Kaggle notebooks
- Exercises
Recordings
- Afternoon Recording