Python Financial Simulations for Research

Master Python to transform your deep market insights into powerful automated simulations for testing complex long-short strategies and conducting rigorous financial research from scratch. * **Python fundamentals for financial data** structures and logic * **Automated backtesting** of long-short and complex strategies * **Monte Carlo simulations** for tail risk and volatility * **Data visualization** of asset correlations and market dynamics

4 sections ยท 8 lessons

Course outline

Python Setup

  1. Data Fetching
  2. Data Cleaning

Strategy Modeling

  1. Signal Generation
  2. Long-Short Logic

Simulation Execution

  1. Vectorized Backtesting
  2. Performance Evaluation

Robustness Testing

  1. Monte Carlo
  2. Sensitivity Analysis

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