Programming and Finance Fundamentals
In programming you will learn the python relevant to finance.
- Learn how to code in Python
- Work with Python’s conditional statements,
- functions, sequences, and loops
- Work with scientific packages, like NumPy
- Understand how to use the data analysis toolkit, Pandas
- Plot graphs with Matplotlib
- Use Python to solve real-world tasks
In financial analysis using python you will learn the following
Time Value of Money
- Writing Financial Calculator in Python
- Definition of NPV and NPV rule
- Definition of Payback Period and Payback period rule
Source of Financial and Other data
- Discussion of Different Source of Data and use of Python to extract the data.
Bound and Stock Valuation
- Introduction to interest rates
- Term structure of Interest Rate
- Bond Evaluation
- Stock Evaluation
Capital Assets Pricing Model
- Introduction to CAPM
- Moving Data
- Adjusted Beta
- Reading and writing data from files
- Simple string manipulation
- Time Series Analysis
Introduction to Time Series Analysis
- Merging Dataset based on date
- Test of Normality
- Understanding the interpretation technique