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python-for-finance

The topics covered are:

  • Calculating Simple and Log Returns of a Security
  • Calculating Returns of a Portfolio
  • Calculating Returns of Indices
  • Calculating Risk
  • Calculating Diversifiable and Non-Diversifiable Risk of a Portfolio
  • Regession Analysis
  • Obtaining the Efficient Frontier
  • Capital Asset Pricing Model: Calculating Beta of a Stock
  • Monte Carlo Simulation: Estimating Gross Profit
  • Monte Carlo Simulation: Predicting Stock Pricing
  • A Simple Trading Strategy

References

  1. Udemy - Python For Finance
  2. Datacamp - Python For Finance

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Financial Analysis using Python

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