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Analyze Your Stock Portfolio for Risks and Returns

Intermediate
Updated 04/2024
Use mean-variance optimization to find optimal portfolio weights and then check how well they would have performed.
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Project Description

When deciding on asset allocation, you can use modern portfolio theory (MPT). MPT emphasizes that you should consider both the expected return and the associated risk (variance) when constructing portfolios.

In this project, you will find and evaluate a set of portfolios using mean-variance optimization using libraries such as PyPortfolioOpt.

Project Tasks

  1. 1
    Task 1

Technologies

Python Python

Topics

Applied Finance

Prerequisites

Importing and Managing Financial Data in PythonIntroduction to Portfolio Analysis in Python
Eryk Lewinson HeadshotEryk Lewinson

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