#78: Scikit-learn 75:Supervised Learning 53: Intuition for Partial Least Squares
The video discusses the intuition for Partial Least Squares with emphasis on PLS-W2A algorithm. Timeline (no coding) 00:00 - Outline of video 01:06 - What is Partial Least Squares (PLS)? 01:44 - When and why use Partial Least Squares (PLS)? 02:41 - Where is PLS generally used? 03:07 - Example: Quality of apples 04:41 - Principal Component Regression (PCR) 06:38 - Partial Least Squares (PLS) 10:14 - PLSCanonical: Algorithm PLS-W2A 14:53 - PLSSVD 15:39 - PLSRegression 16:15 - Canonical Correlation Analysis (CCA) 16:43 - Cross decomposition in Scikit-learn 18:21 - Code snippet 18:41 - Ending notes ################## Code for PLS-W2A ################## Link: https://learndataa.com/2021/04/30/par...
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#79: Scikit-learn 76:Supervised Learning 54: Partial Least Squares
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