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⇱ Introduction to Financial Engineering and Risk Management | Coursera


Introduction to Financial Engineering and Risk Management

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Introduction to Financial Engineering and Risk Management

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Gain insight into a topic and learn the fundamentals.
4.7

327 reviews

Intermediate level

Recommended experience

Flexible schedule
2 weeks at 10 hours a week
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
4.7

327 reviews

Intermediate level

Recommended experience

Flexible schedule
2 weeks at 10 hours a week
Learn at your own pace

Build your subject-matter expertise

This course is part of the Financial Engineering and Risk Management Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 5 modules in this course

Introduction to Financial Engineering and Risk Management course belongs to the Financial Engineering and Risk Management Specialization and it provides a fundamental introduction to fixed income securities, derivatives and the respective pricing models. The first module gives an overview of the prerequisite concepts and rules in probability and optimization. This will prepare learners with the mathematical fundamentals for the course. The second module includes concepts around fixed income securities and their derivative instruments. We will introduce present value (PV) computation on fixed income securities in an arbitrage free setting, followed by a brief discussion on term structure of interest rates. In the third module, learners will engage with swaps and options, and price them using the 1-period Binomial Model. The final module focuses on option pricing in a multi-period setting, using the Binomial and the Black-Scholes Models. Subsequently, the multi-period Binomial Model will be illustrated using American Options, Futures, Forwards and assets with dividends.

Welcome to Financial Engineering and Risk Management

What's included

1 video3 readings

1 videoβ€’Total 9 minutes
  • Course Overviewβ€’9 minutes
3 readingsβ€’Total 30 minutes
  • Course Overview β€’10 minutes
  • About Us β€’10 minutes
  • Academic Honesty Policy β€’10 minutes

Welcome to Week 2! This week, we will cover mathematical foundations that are necessary for the study of future modules. In a nutshell, we will introduce probabilities and optimization. The theory of probability is the mathematical language to characterize uncertainties, e.g. how to describe the chances that the price of a particular stock will go up tomorrow. To make things precise, we need probabilities. Optimization is a set of toolkits that allow us to search for optimal solutions. For example, given a budget constraint, how do we maximize the profit? We need mathematical optimization. Financial engineers apply probabilistic models to capture the regularities of financial products, and apply optimization techniques to optimize their strategies. These mathematical toolkits will serve as a cornerstone for your financial engineering career.

What's included

18 videos6 readings5 assignments

18 videosβ€’Total 156 minutes
  • Discrete Random Variable and Distributionβ€’9 minutes
  • Bayes' Theorem, Continuous Random Variable and Distributionβ€’9 minutes
  • Conditional Expectation and Varianceβ€’8 minutes
  • Multivariate Distribution and Independenceβ€’12 minutes
  • The Multivariate Normal Distributionβ€’7 minutes
  • Introduction to Martingaleβ€’6 minutes
  • Martingales Example 1β€’4 minutes
  • Martingales Example 2β€’5 minutes
  • Introduction to Brownian Motionβ€’10 minutes
  • Geometric Brownian Motionβ€’10 minutes
  • Vector: Independence and Basisβ€’10 minutes
  • Vector: norm and inner Productβ€’7 minutes
  • Matrix: Matrix Operationsβ€’12 minutes
  • Matrix: Linear Functions and Rankβ€’13 minutes
  • Linear Optimization: Hedging Problemβ€’11 minutes
  • Linear Optimization: Dualityβ€’9 minutes
  • Nonlinear Optimization: Unconstrained Nonlinear Problemβ€’8 minutes
  • Nonlinear Optimization: Largrangian Methodβ€’7 minutes
6 readingsβ€’Total 110 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Resources β€’60 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
5 assignmentsβ€’Total 135 minutes
  • Prerequisite Qualification 1: Probability (I)β€’30 minutes
  • Prerequisite Qualification: Probability (II), Martingaleβ€’30 minutes
  • Prerequisite Qualification: Brownian Motion, Vectorβ€’30 minutes
  • Prerequisite Qualification: Matrixβ€’15 minutes
  • Prerequisite Qualification: Optimizationβ€’30 minutes

Welcome to Week 3! This week, we officially embark on the journey of financial engineering and risk management. We will start with the fundamentals of financial engineering, i.e. the principles of pricing. In financial markets, given a financial product, how do we calculate its prices? These pricing principles will serve as the cornerstone of our future modules. We will also cover the basics of fixed income instruments, which serve as the building blocks of financial markets. If you get stuck on the quizzes, you should post on the Discussions to ask for help. (And if you finish early, I hope you'll go there to help your fellow classmates as well.)

What's included

7 videos2 readings3 assignments

7 videosβ€’Total 71 minutes
  • Introduction to No-Arbitrageβ€’13 minutes
  • Present Value of Cash Flowβ€’14 minutes
  • Fixed Income Instrumentsβ€’8 minutes
  • Floating Rate Bondsβ€’15 minutes
  • Term Structure of Interest Ratesβ€’6 minutes
  • Forward Contracts: Introductionβ€’9 minutes
  • Forward Contracts: An Exampleβ€’5 minutes
2 readingsβ€’Total 20 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
3 assignmentsβ€’Total 55 minutes
  • Introduction to Basic Fixed Income Securitiesβ€’30 minutes
  • 3.1 Self-Check Quiz β€’10 minutes
  • 3.2 Self-Check Quiz β€’15 minutes

Welcome to Week 4! This week, we will cover a new family of financial products: derivative securities. Derivative securities, as the name suggests, are financial products that derive their value from some underlying assets, such as interest rates or stocks. The prosperity of modern financial markets is due in large part to the wide variety of derivative securities on the markets such as forwards, futures, swaps, and options as we will introduce in this module. We will also introduce the 1-period binomial model, a simplified framework that allows us to calculate the prices of derivative securities. Despite its simplicity, 1-period binomial model is the building block of more powerful pricing models as we will find out in future modules. As always, if you get stuck on the quizzes, you should post on the Discussions to ask for help. (And if you finish early, I hope you'll go there to help your fellow classmates as well.)

What's included

11 videos3 readings4 assignments

11 videosβ€’Total 100 minutes
  • Swapsβ€’11 minutes
  • Futuresβ€’9 minutes
  • Hedging Using Futuresβ€’9 minutes
  • Futures Excelβ€’8 minutes
  • Optionsβ€’10 minutes
  • Properties of Optionsβ€’8 minutes
  • Introduction to Options Pricingβ€’7 minutes
  • A Paradox Exampleβ€’7 minutes
  • The 1-Period Binomial Modelβ€’12 minutes
  • Option Pricing in the 1-Period Binomial Modelβ€’10 minutes
  • Pricing Derivative Security int he 1-Period Binomial Modelβ€’11 minutes
3 readingsβ€’Total 30 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
4 assignmentsβ€’Total 115 minutes
  • Introduction to Derivative Securitiesβ€’60 minutes
  • 4.1 Self-Check Quiz β€’20 minutes
  • 4.2 Self-Check Quiz β€’25 minutes
  • 4.3 Self-Check Quiz β€’10 minutes

Welcome to Week 5! This week, we will continue from the last module, and extend from the 1-period binomial model to the multi-period binomial model. Multi-period binomial model is nothing but stacking multiple 1-period binomial models together. We will see how this simple construction allows us to price financial products over long horizons. As an illustrative example, we will price the American options using the multi-period model. Moreover, we will cover more advanced pricing models such as the Black Scholes model. We will see how the Black Scholes model is a natural extension of the multi-period binomial model and is widely applicable in practice. As always, if you get stuck on the quizzes, you should post on the Discussions to ask for help. (And if you finish early, I hope you'll go there to help your fellow classmates as well.)

What's included

10 videos7 readings5 assignments1 discussion prompt

10 videosβ€’Total 95 minutes
  • The Multi-Period Binomial Modelβ€’8 minutes
  • An Example: 3-Period Binomial Modelβ€’9 minutes
  • What’s Going On?β€’12 minutes
  • Pricing American Optionsβ€’12 minutes
  • Replicating Strategies and Self-Financingβ€’8 minutes
  • Dynamic Replication and Risk-Neutral Priceβ€’8 minutes
  • Pricing with Dividends with Binomial Modelβ€’8 minutes
  • Pricing Forwards and Futures with Binomial modelβ€’12 minutes
  • The Black-Scholes Modelβ€’11 minutes
  • An Example: Pricing a European Put on a Futures Contractβ€’6 minutes
7 readingsβ€’Total 70 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
  • Lesson Supplementsβ€’10 minutes
  • Quiz Instructionsβ€’10 minutes
  • Introduction to Assignmentβ€’10 minutes
  • Solutions to Assignment 1β€’10 minutes
5 assignmentsβ€’Total 185 minutes
  • Option Pricing in the Multi-Period Binomial Modelβ€’90 minutes
  • Assignment 1β€’60 minutes
  • 5.1 Self-check Quiz β€’10 minutes
  • 5.2 Self-check Quiz β€’10 minutes
  • 5.3 Self-check Quiz β€’15 minutes
1 discussion promptβ€’Total 10 minutes
  • Discussion of the Paradox in Pricing Modelsβ€’10 minutes

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Instructors

Instructor ratings
4.5 (101 ratings)
Columbia University
7 Coursesβ€’466,170 learners
Columbia University
5 Coursesβ€’76,901 learners

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Showing 3 of 327

YW
Β·

Reviewed on Feb 25, 2022

Really nice lectures and the lectures are easy to follow and lecture notes are very logically written with a lot of nice examples. Highly recommended for anyone who has solid math backgrounds.

PP
Β·

Reviewed on Jul 20, 2022

t​he course is very fundamental and the quizzes are especially helpful. really spend some time

JO
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Reviewed on Apr 23, 2023

Great course. I recommend it to every quant guy out there

Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

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