Linear Regression for Asset Pricing
Linear Regression for Asset Pricing
English | 2025 | h264, yuv420p, 1280x720 | 48000 Hz, 2channels | Duration: 4h 33m | 785 MB
English | 2025 | h264, yuv420p, 1280x720 | 48000 Hz, 2channels | Duration: 4h 33m | 785 MB
Linear regression is one of the most straightforward approaches to making price predictions and financial forecasts. In this video series, you’ll step into the role of a machine learning engineer at InvRes Bank, a bank that offers financial consulting services to its customers. To better serve your clients, you'll develop regression-based Python machine learning models for financial modeling and asset pricing. You’ll update the classic financial algorithms Capital Asset Pricing Theorem (CAPM) and Arbitrage Pricing Theorem (APT) to new automatic machine learning models and improve your understanding of financial data science. These skills are in high demand for portfolio optimization and financial services.