Quantitative Finance
Course Index
40 Lessons · 3 Levels
Complete quant finance roadmap — Black-Scholes, Monte Carlo, GARCH, Markowitz, VaR, CAPM, LSTM for forecasting, Numba, and 5 real global quant finance builds.
40Lessons
3Levels
5Projects
FreeAccess
Level IPython for Quant FinanceLessons 1–12
Lesson 01
Quantitative Finance: A Developer's Overview
Lesson 02
NumPy for Financial Computing
Lesson 03
pandas for Global Financial Data
Lesson 04
SciPy for Quantitative Finance
Lesson 05
Statistical Foundations in Python
Lesson 06
Probability Distributions in Python
Lesson 07
Linear Algebra for Finance with NumPy
Lesson 08
Returns & Log Returns: Global Markets
Lesson 09
Volatility Modeling
Lesson 10
Correlation & Covariance Matrices
Lesson 11
Financial Data Visualization
Lesson 12
Time Series Analysis Basics
Level IIFinancial Models in CodeLessons 13–27
Lesson 13
ARIMA Models for Financial Forecasting
Lesson 14
GARCH Models for Volatility
Lesson 15
Stochastic Processes: Brownian Motion
Lesson 16
Geometric Brownian Motion in Python
Lesson 17
Monte Carlo Simulation
Lesson 18
Black-Scholes Model: Implementation
Lesson 19
Options Greeks: Full Python Implementation
Lesson 20
Binomial Tree Model
Lesson 21
Markowitz Portfolio Theory in Python
Lesson 22
Efficient Frontier & Sharpe Optimization
Lesson 23
Factor Models: CAPM & Fama-French
Lesson 24
Fixed Income: Bond Pricing in Python
Lesson 25
Duration, Convexity & Yield Curve
Lesson 26
Credit Risk Modeling
Lesson 27
Value at Risk (VaR) Implementation
Level IIIML, Advanced & Global ProjectsLessons 28–40
Lesson 28
ML for Quant Finance: Feature Engineering
Lesson 29
Regression Models for Global Price Prediction
Lesson 30
Random Forest & XGBoost in Finance
Lesson 31
LSTM Networks for Financial Forecasting
Lesson 32
Transformer Models for Market Prediction
Lesson 33
Numerical Methods: PDE Solvers
Lesson 34
High-Performance Computing with Numba
Lesson 35
Full-Stack Quant Pipeline
Lesson 36
Build a Global Monte Carlo Simulator
Lesson 37
Build a Black-Scholes Options Pricer
Lesson 38
Build a Global Portfolio Optimizer
Lesson 39
Build a VaR Risk Engine
Lesson 40
Build a Quant Research Dashboard