- Understand Python use cases in Finance
- Understand Python coding
- Understand how to apply Python in financial use cases
- Total 6 courses, each 30 minutes
Course Topic
- Question: What’s the finance problem? How can Python solve the problem?
- Topics 1, 2, 3, ..., n
- Recap
- Excercise
- Next Step
- Why Python for Finance
- Finance Use Cases
- Python Ecosystem
- Zen of Python
- Python IDE
- Hello World
- Python for finance algorithm
- Option Pricing Model
- Variables and Data Types
- Condition and Loop
- Function
- Class and Object
- Package and Module
- Python for financial time series analysis
- Reading csv
- Pandas
- Python for market evaluation analytics
- Stock Data
- Data Visualization
- Data Analytics
- Python for machine learning
- Quant Trading
- Machine Learning Overview
- Scikit-Learn for Prediction
- Python for trading strategies