Portfolio 120 · On-demand course

Portfolio 120: Monte Carlo simulation for building diversified investment portfolios

A one-hour recorded course from MCC Economics on portfolio diversification. It explains what a diversified portfolio is, then uses Monte Carlo simulation and market data from Yahoo Finance to test how a portfolio might perform.

Format
On demand, recorded
Length
1-hour lecture
Materials
Video, slides, transcript, quiz
Access
Immediate

Meet your course instructors

Portfolio 120 is presented by PJ McCloskey and Aman Mujeeb of MCC Economics, which provides financial analysis and modelling for regulators, governments and businesses.

PJ McCloskey

Presenter

PJ McCloskey

Director, MCC Economics

PJ has worked on price controls from the regulator's side and for regulated companies, including RIIO-2 work with Ofgem and the Utility Regulator for Northern Ireland.

  • ACMA chartered management accountant
  • MSc Finance (Distinction), Birkbeck
  • Specialist in cost of capital and financial modelling

Presenter

Aman Mujeeb

Aman co-presents Portfolio 120 with PJ McCloskey.

Quick Answer

Portfolio 120 is a one-hour on-demand course on diversifying an investment portfolio. It explains what a diversified portfolio is and why diversification matters, then introduces Monte Carlo simulation, using Yahoo Finance data to test a portfolio across many possible outcomes. You get the video lecture, slides, a transcript and a quiz as soon as you buy.

Key takeaways

  • Diversification spreads money across assets so that a fall in one is less likely to sink the whole portfolio.
  • Monte Carlo simulation runs a portfolio through many randomly generated scenarios to show the range of results it could produce.
  • The course builds its simulation on real market data from Yahoo Finance.
  • It is recorded, with no live session, and access starts immediately after purchase.

What will you be able to do after the course?

You will be able to explain how a diversified portfolio is put together and how simulation helps judge it. The course is built around three outcomes.

  • Build a diversified portfolio. How portfolios are constructed to balance return against risk, and why diversification matters for investment results.
  • Use Monte Carlo simulation. How the method generates many possible outcomes for a portfolio and what those outcomes tell you.
  • Discuss performance. Take part in critical discussions on how a portfolio is performing and why.

What does the course cover?

The lecture starts with the idea of diversification and then introduces Monte Carlo simulation. A quiz at the end tests your understanding.

  1. Introduction: presented by PJ McCloskey and Aman Mujeeb
  2. What is a diversified portfolio?: how portfolios are built for return and risk management, and the role of diversification
  3. Introduction to Monte Carlo simulation: simulating portfolio outcomes using Yahoo Finance data

What do the key terms mean?

These are terms you will meet in the course, in plain English.

TermMeaning
PortfolioThe collection of investments, such as shares and bonds, that an investor holds.
DiversificationSpreading investments across assets that do not all move together, to reduce the risk of the portfolio as a whole.
ReturnThe gain or loss on an investment over a period, usually shown as a percentage.
VolatilityHow much an investment's returns move up and down. It is a common measure of risk.
CorrelationHow closely the returns of two investments move together. Low correlation is what makes diversification work.
Monte Carlo simulationA method that runs a model many times with randomly drawn inputs to show the spread of possible outcomes.
Portfolio optimisationChoosing how much to hold in each investment to get the best balance of expected return and risk.

Who is the course for?

It suits anyone who makes or reviews investment decisions and wants to understand how portfolios are built and tested.

  • Aspiring finance professionals
  • Portfolio managers
  • Financial analysts
  • Investors
  • Decision makers in finance
  • Due diligence analysts

Which courses should you take first?

A grounding in statistics helps before you start. After Portfolio 120, Portfolio 140 moves on to optimising a portfolio through calculation, and Econometrics 101 adds the statistical modelling that sits alongside quantitative portfolio work.

  1. StatsStatistics and mathematical foundation
  2. 140Portfolio optimisation using calculation
  3. EconEconometrics 101
  4. This course

Browse every title on the MCC Economics courses page.

Why learn this from MCC Economics?

MCC Economics is an independent consultancy, founded in London in 2017, that provides economic and financial analysis to governments, regulators and businesses. Its work includes financial modelling and financial strategy, and its clients include Ofgem, Ofwat and the Civil Aviation Authority. Meet the team on the people page.

MCC Economics has helped us better understand the most important issues for our stakeholders, including: charges, shareholder returns, debt payments and inflation impacts.
Leila N. Nasr, Section Head, Department of Energy, Abu Dhabi

Questions buyers ask before registering

Who teaches Portfolio 120?

See the instructor profiles near the top of this page for the current teaching team.

Is there a live session?

No. Portfolio 120 is available on demand only and no meeting is held. You watch the recorded lecture at your own pace.

What do I get when I buy?

A one-hour video lecture, the slides, an audio transcript and a quiz.

When can I start?

Straight away. Access to all course materials is given as soon as the order is placed.

What data does the course use?

The simulation is built on market data from Yahoo Finance.

How much does it cost?

The MCC Economics courses page lists Portfolio 120 at £32.68. The final price is shown at checkout on Eventbrite.

Where do I buy the course?

Checkout is handled by Eventbrite, where MCC Economics and Finance is the organiser. The button on this page takes you straight to the listing.

Can my team take the course together?

Contact MCC Economics through the consultation page to discuss places for a team or training tailored to your organisation.

Page last reviewed October 2026.