Visually Explained - Channel

Visually Explained

Visually Explained

Machine Learning and Optimization videos with a strong emphasis on building intuition with visual explanations.

27 videos

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8:10

Logistic Regression (and why it's different from Linear Regression)

2:37

[Re-Upload] What is Linear Programming (LP)? (in 2 minutes) No Background Music

3:18

[RE-UPLOAD] MOMENTUM Gradient Descent (in 3 minutes) * No Background Music*

3:34

[RE-UPLOAD] STOCHASTIC Gradient Descent (in 3 minutes) * No Background Music *

3:06

[RE-UPLOAD] Gradient Descent in 3 minutes No Background Music

3:12

K-nearest Neighbors (KNN) in 3 min

8:50

Decision Trees - VisuallyExplained

3:18

The Kernel Trick in Support Vector Machine (SVM)

10:26

Goemans-Williamson Max-Cut Algorithm | The Practical Guide to Semidefinite Programming (4/4)

0:16

Goemans-Williamson Max-Cut Algorithm | Sneak peek from the upcoming video on SDP

5:51

Stability of Linear Dynamical Systems | The Practical Guide to Semidefinite Programming (3/4)

7:26

The Practical Guide to Semidefinite Programming (2/4)

10:10

What Does It Mean For a Matrix to be POSITIVE? The Practical Guide to Semidefinite Programming(1/4)

2:34

Linear Regression in 2 minutes

2:37

Linear Programming (LP) (in 2 minutes)

3:18

MOMENTUM Gradient Descent (in 3 minutes)

3:34

STOCHASTIC Gradient Descent (in 3 minutes)

3:07

Gradient Descent in 3 minutes

6:28

Principal Component Analysis (PCA)

2:19

Support Vector Machine (SVM) in 2 minutes

17:11

Make Money Betting on Politics - Arbitrage with Predictit

21:58

The Karush–Kuhn–Tucker (KKT) Conditions and the Interior Point Method for Convex Optimization

10:04

Convexity and The Principle of Duality

11:35

What Is Mathematical Optimization?

10:47

How many times must you roll a die to get a six?

11:16

Visually Explained: Kalman Filters

11:26

Visually Explained: Newton's Method in Optimization