Cutting-Edge Quantitative Trading - Build Python Financial Simulations
Build the technical backbone of a modern trading desk by mastering quantitative finance and time series analysis. This course teaches you to simulate stock trading strategies using Z-scores, mean reversion, and the Cox-Ingersoll-Ross (CIR) model.
This course includes.
Curriculum & lectures.
+ 01 Fundamentals of Quantitative Finance 1 lecture
+ 02 Basic Statistics and Probability 1 lecture
+ 03 Understanding Time Series Data 1 lecture
+ 04 Basic Time Series in Colab 1 lecture
+ 05 Quantitative Trading 1 lecture
+ 06 Simulate a stock trading strategy with Z-score 3 lectures
+ 07 Mean Reversion on Stock Portfolio 3 lectures
+ 08 Simulate and Predict Interest Rates 4 lectures
+ 09 Project Preview 1 lecture
+ 10 Build initial conditions for simulating interest rates 1 lecture
+ 11 Understanding and Setting up bond prices 2 lectures
+ 12 Cox-Ingersoll-Ross (CIR) model 2 lectures
+ 13 Convert instantaneous interest rates to annualized rates 1 lecture
About this course.
You will learn to predict interest rates and calculate bond prices using professional grade mathematical simulations in Google Colab.
► Fundamentals of Quantitative Finance and Basic Statistics
► Understanding and Processing Time Series Data in Colab
► Simulate Stock Trading Strategies with Z-Score and Mean Reversion
► Simulate and Predict Interest Rates and Annualized Rates
► Set up and Analyze Bond Prices using the CIR Model
✔️ Lifetime access
✔️ Source code included
This program is for individuals who want to combine their Python skills with advanced financial mathematics. You will gain the ability to build and backtest sophisticated trading algorithms that are grounded in rigorous statistical analysis.
Master the math of the markets now.
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
Ready to start building?
Build the technical backbone of a modern trading desk by mastering quantitative finance and time series analysis. This course teaches you to simulate stock trading strategies using Z-scores, mean reversion, and the Cox-Ingersoll-Ross (CIR) model.