Portfolio Optimization using Markowitz Model

4.4
stars

273 ratings

Offered By

10,418 already enrolled

In this Free Guided Project, you will:

Calculate covariance and correlation of two assets

Calculate variance and Sharpe ratio for two-asset portfolio

Use Markowitz model to optimize for the highest Sharpe ratio in two-asset portfolio

Understand what the efficient frontier is and how it is applied in portfolio management

Showcase this hands-on experience in an interview

3 hours
Intermediate
No download needed
Split-screen video
English
Desktop only

In this 1-hour long project-based course, you will learn how to optimize a two-asset portfolio at the optimum risk-to-return with finding the maximum Sharpe ratio. To achieve this, we will be working around the Sharpe ratios of two given assets, we will find the efficient frontier of these assets, and find where they intersect the best by utilizing the Markowitz Model. The content of this course draws on the knowledge of Project: Compare Stock Returns with Google Sheets, so you are highly recommended to take it first if you are not familiar with how the Sharpe ratio is calculated and don’t have an understanding of how the risk-to-return metrics work. Note: This course works best for learners who are based in the North America region. We're currently working on providing the same experience in other regions. This course's content is not intended to be investment advice and does not constitute an offer to perform any operations in the regulated or unregulated financial market.

Requirements

Knowledge of risk-to-return metrics (Sharpe Ratio), standard distributions, Google Sheets (formulas such as IF, STDEV, VAR)

Skills you will develop

  • Financial Data Analysis

  • Capital Market

  • Quantitative Analysis

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Project overview and importing the data

  2. Preparing data, calculating covariance and correlation

  3. Calculating Sharpe ratio for two-asset portfolio

  4. Graphing the results and discussing the outcomes

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Instructor

Reviews

TOP REVIEWS FROM PORTFOLIO OPTIMIZATION USING MARKOWITZ MODEL

View all reviews

Frequently Asked Questions

Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.

Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.

You can download and keep any of your created files from the Guided Project. To do so, you can use the “File Browser” feature while you are accessing your cloud desktop.

At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.

Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.

You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.

More questions? Visit the Learner Help Center.

Coursera Footer

Learn Something New

Popular Topics

Popular Certificates

Featured Articles

Coursera

Community

More

Learn Anywhere
Placeholder
Placeholder
Placeholder