Introduction to Python Programming
  • Introduction to Project
  • Overview of Python Programming in Accounting and Finance
  • Setting Up Python Programming Environment for Financial Applications
Basic Introduction to Python Programming
  • Fundamentals Elements of Python Programming
  • Comparison and Operators
  • Lists
  • Dictionaries
  • Sets
  • Comprehension
  • Manipulating Strings
  • String Formatting
  • Regular Expressions
  • File Directory Path
  • Functions
  • Exception Handling
  • Decorators
  • Class Methods
  • NumPy
  • Pandas
  • Graphs
  • Sckit Learning
  • CatBoost Learning
API Integration for Financial Analysis
  • API introduction for Finance and Accounting Students
  • Yahoo Finance Library
  • Alpha Vantage API
  • Tiingo API
  • Financial Modeling Prep API
  • Web Scraper Fundamentals
Data Analysis
  • Data Analysis
Big Data Applications in Accounting and Finance
  • Overview of Big Data in Finance and Accounting
  • Case Studies in Big Data for Financial Deceisons-Making
Finance and Accounting Applications
  • Monte Carlo Simulation for Finance Products
  • Monte Carlo Simulation
  • Risk Measures and Portfolio Optimization
  • Financial Statements Analysis
  • Financial Formulas
Capstone Project
  • Reallife Case Study and Big Data