Udemy - Algorithmic Trading A-Z with Python, Machine Learning & AWS 2023-6_7

Part 7 (1:38:05) ============ 12 - Financial Data Analysis with Python and Pandas - a (deep) Introduction 0:00:00 008 Price changes and Financial Returns 0:09:03 009 Reward and Risk of Financial Instruments 0:15:00 011 Investment Multiple and CAGR 0:21:50 012 Compound Returns & Geometric Mean Return 0:26:08 014 Discrete Compounding 0:34:08 015 Continuous Compounding 0:40:02 016 Log Returns 0:42:23 017 Simple Returns vs Log Returns ( Part 1) 0:48:27 018 Simple Returns vs Log Returns ( Part 2) 0:54:10 020 Comparing the Performance of Financial Instruments 1:03:48 021 (Non-) Normality of Financial Returns 1:16:24 022 Annualizing Return and Risk 1:21:15 023 Resampling Smoothing of Financial Data 1:29:00 024 Rolling Statistics