Visually Explained

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

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Stop Writing Python Like This (Please)

Stop Writing Python Like This (Please) Visually Explained

2.7K views - 1 month ago

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

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

72.4K views - 8 months ago

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

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

3K views - 9 months ago

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

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

2.5K views - 9 months ago

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

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

2.5K views - 9 months ago

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

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

3.5K views - 9 months ago

K-nearest Neighbors (KNN) in 3 min

K-nearest Neighbors (KNN) in 3 min Visually Explained

63.9K views - 9 months ago

Decision Trees - VisuallyExplained

Decision Trees - VisuallyExplained Visually Explained

13.8K views - 10 months ago

The Kernel Trick in Support Vector Machine (SVM)

The Kernel Trick in Support Vector Machine (SVM) Visually Explained

399.5K views - 3 years ago

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

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

27.9K views - 3 years ago

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

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

16K views - 4 years ago

The Practical Guide to Semidefinite Programming (2/4)

The Practical Guide to Semidefinite Programming (2/4) Visually Explained

22.2K views - 4 years ago

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

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

48.3K views - 4 years ago

Linear Regression in 2 minutes

Linear Regression in 2 minutes Visually Explained

549.2K views - 4 years ago

Linear Programming (LP) (in 2 minutes)

Linear Programming (LP) (in 2 minutes) Visually Explained

28.8K views - 4 years ago

MOMENTUM Gradient Descent (in 3 minutes)

MOMENTUM Gradient Descent (in 3 minutes) Visually Explained

59.3K views - 4 years ago

STOCHASTIC Gradient Descent (in 3 minutes)

STOCHASTIC Gradient Descent (in 3 minutes) Visually Explained

127.6K views - 4 years ago

Gradient Descent in 3 minutes

Gradient Descent in 3 minutes Visually Explained

387.4K views - 4 years ago

Principal Component Analysis (PCA)

Principal Component Analysis (PCA) Visually Explained

388.2K views - 4 years ago

Support Vector Machine (SVM) in 2 minutes

Support Vector Machine (SVM) in 2 minutes Visually Explained

871.5K views - 4 years ago

Make Money Betting on Politics - Arbitrage with Predictit

Make Money Betting on Politics - Arbitrage with Predictit Visually Explained

25.3K views - 4 years ago

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

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

190.9K views - 4 years ago

Convexity and The Principle of Duality

Convexity and The Principle of Duality Visually Explained

113.7K views - 4 years ago

What Is Mathematical Optimization?

What Is Mathematical Optimization? Visually Explained

201.8K views - 4 years ago

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

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

22K views - 4 years ago

Visually Explained: Kalman Filters

Visually Explained: Kalman Filters Visually Explained

327.1K views - 5 years ago

Visually Explained: Newton's Method in Optimization

Visually Explained: Newton's Method in Optimization Visually Explained

158.1K views - 5 years ago