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Boutros El-Gamil

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In this channel I make videos to describe machine learning and data science concepts & algorithms in a simple way.

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Featured video

Bayesian Inference 1: Bayes Theorem

Boutros El-Gamil

309 views

5 years ago

Videos
Boutros El-Gamil
Bayesian Inference 5: Introduction to Basis Functions
00:21:49
Bayesian Inference 5: Introduction to Basis Functions

72 views

4 years ago

Boutros El-Gamil
Bayesian Inference 4: Bayesian Linear Regression
00:42:25
Bayesian Inference 4: Bayesian Linear Regression

1,295 views

5 years ago

Boutros El-Gamil
Bayesian Inference 3: Linear Regression using Maximum Likelihood
00:19:47
Bayesian Inference 3: Linear Regression using Maximum Likelihood

415 views

5 years ago

Boutros El-Gamil
Bayesian Inference 2: Bayesian Data Modelling
00:34:11
Bayesian Inference 2: Bayesian Data Modelling

371 views

5 years ago

Boutros El-Gamil
Bayesian Inference 1: Bayes Theorem
00:35:18
Bayesian Inference 1: Bayes Theorem

309 views

5 years ago

Boutros El-Gamil
Logistic Regression 3: No Closed-Form, Gradient Descent, Newton's Method
00:20:40
Logistic Regression 3: No Closed-Form, Gradient Descent, Newton's Method

763 views

7 years ago

Boutros El-Gamil
Logistic Regression 2: Cost Function
00:31:11
Logistic Regression 2: Cost Function

396 views

7 years ago

Boutros El-Gamil
Logistic Regression 1: Idea and Theory
00:23:54
Logistic Regression 1: Idea and Theory

242 views

7 years ago

Boutros El-Gamil
Polynomial (Nonlinear) Regression 3: Polynomial Degree Selection
00:20:21
Polynomial (Nonlinear) Regression 3: Polynomial Degree Selection

223 views

7 years ago

Boutros El-Gamil
Polynomial (Nonlinear) Regression 2: Closed Form, Gradient Descent, Multivariate Regression
00:12:24
Polynomial (Nonlinear) Regression 2: Closed Form, Gradient Descent, Multivariate Regression

1,556 views

7 years ago

Boutros El-Gamil
Polynomial (Nonlinear) Regression 1: Idea and Theory
00:16:44
Polynomial (Nonlinear) Regression 1: Idea and Theory

260 views

7 years ago

Boutros El-Gamil
Linear Regression 2: Closed Form - Gradient Descent - Multivariate Linear Regression
00:22:53
Linear Regression 2: Closed Form - Gradient Descent - Multivariate Linear Regression

1,039 views

7 years ago