You will begin with a primer to Python and its various data structures.Then you will dive into third party libraries. You will work with Python libraries and tools designed specifically for analytical and visualization purposes. Then you will get an overview of cash flow across the timeline. You will also learn concepts like Time Series Evaluation, Forecasting, Linear Regression and also look at crucial aspects like Linear Models, Correlation and portfolio construction. Finally, you will compute Value at Risk (VaR) and simulate portfolio values using Monte Carlo Simulation which is a broader class of computational algorithms
General programing skills in Python and working with common Python interfaces
Understand the Time value of money applications and project selection
Getting and with working data, time series forecasting methods and linear models
Understand Correlation and portfolio construction
Be comfortable with Monte Carlo Simulation, Value at Risk and Options Valuation
Python interfaces
Time value of money applications and project
selection
time series forecasting methods and linear
models