Mxml Tutorial - Search Videos

[MXML-1-01] K-Nearest Neighbors (KNN) [1/7] - The basics of KNN classification algorithm

[MXML-1-01] K-Nearest Neighbors (KNN) [1/7] - The basics of KNN classification algorithm

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[MXML-12-01] Light GBM [1/5] - Histogram-based split finding

[MXML-12-01] Light GBM [1/5] - Histogram-based split finding

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[MXML-12-02] Light GBM [2/5] - Gradient-based One-Side Sampling (GOSS)

[MXML-12-02] Light GBM [2/5] - Gradient-based One-Side Sampling (GOSS)

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[MXML-12-04] Light GBM [4/5] - Merge Exclusive Features for EFB

[MXML-12-04] Light GBM [4/5] - Merge Exclusive Features for EFB

1K viewsMar 3, 2024

[MXML-5-04] Convex Optimization [4/4] - Complementary Slackness, Slater's condition, KKT condition

[MXML-5-04] Convex Optimization [4/4] - Complementary Slackness, Slater's condition, KKT condition

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[MXML-2-06] Decision Trees [6/11] - CART algorithms for classification [2]

[MXML-2-06] Decision Trees [6/11] - CART algorithms for classification [2]

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[MXML-2-01] Decision Trees [1/11] - Introduction to Decision Trees

[MXML-2-01] Decision Trees [1/11] - Introduction to Decision Trees

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[MXML-2-05] Decision Trees [5/11] - CART algorithms for classification [1]

[MXML-5-01] Convex Optimization [1/4] - Overview. Constrained LP, QP, and Graphical solutions

567 viewsApr 9, 2024

[MXML-11-01] Extreme Gradient Boosting (XGBoost) [1/9] - Regression: Training & Prediction process

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[MXML-5-03] Convex Optimization [3/4] - Lagrange Dual Method for solving quadratic programming

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[MXML-6-01] Support Vector Machine (SVM) [1/10] - Linear hard margin (1), Objective function and QP

572 viewsApr 22, 2024

[MXML-6-06] Support Vector Machine (SVM) [6/10] - Nonlinear SVM: Implementation

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[MXML-7-03] K-Means clustering [3/4] - Implementing a K-Means++ model from scratch

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[MXML-12-03] Light GBM [3/5] - Exclusive Feature Bundling (EFB), Greedy Bundling

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[MXML-3-05] Linear Regression [5/7] - Locally Weighted Regression (LWR)

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Mastering XML Files: A Comprehensive Tutorial

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[MXML-7-01] K-Means clustering [1/4] - Basic algorithm of K-Means, Objective function

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[MXML-7-04] K-Means clustering [4/4] - Finding the optimal number of clusters: Elbow, Silhouette

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