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Course 1 - Fin models, web scraping, automated market intelligence
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Module 3
Foundations of Financial Modeling
1
Understanding the Core Financial Statements
Explain the purpose of the three core financial statements and how they interlink.
Building Financial Statements with Python and Pandas
Build a historical income statement and balance sheet in Python using pandas.
3
Financial Projections: Developing Assumptions
Develop a set of assumptions to drive financial projections.
4
Revenue Forecasting with Linear Regression in Python
Forecast revenue from historical data using a linear trend method in Python.
5
Income Statement and Balance Sheet Projections
Project an income statement and balance sheet based on defined assumptions.
6
Dynamic Cash Flow Statement Integration
Build a cash flow statement that dynamically links the projected income statement and balance sheet.
7
Balance Sheet Validation
Implement validation checks to ensure the balance sheet always balances.
8
Scenario Analysis: Base, Bull, and Bear Cases
Create scenario analysis with base, bull, and bear cases for key financial drivers.
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