Quantitative Finance Masterclass - Cutting-Edge Trading and Python Simulations

Delve into the core principles of statistics and probability, and learn to implement these concepts in Python to analyze time series data.

Begin with a hands-on project where you simulate a stock trading strategy using the Z-score and explore comprehensive, commented code.

Progress to generating single stock data and calculating moving averages, then dive into mean reversion strategies for stock portfolios.

Conclude with an advanced project on simulating interest rates using the Cox-Ingersoll-Ross model, including setting up bond prices and converting rates.

This course provides a thorough foundation and practical skills for applying quantitative finance techniques in real-world scenarios.


Your Instructor


Team Mammoth
Team Mammoth

This course is a collaborative effort between multiple Mammoth Instructors.

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvardโ€™s edX, Business Insider and more.

Over 13 years, Mammoth Interactive has built a global student community with 6+ million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.

Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you.


Course Curriculum


  Fundamentals of Quantitative Finance
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  Basic Statistics and Probability
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  Understanding Time Series Data
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  Basic Time Series in Colab
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  Quantitative Trading
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  Project Preview
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  Build initial conditions for simulating interest rates
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  Understanding and Setting up bond prices
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  Convert instantaneous interest rates to annualized rates
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Frequently Asked Questions


When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.

Get started now!