Machine Learning | Ahmed Yousry

Ahmed Yousry

Artificial Intelligence . Image processing. Networks. Programming . Data structure and more .. what's : +201281263533.

Course Details

Course Lessons21
Course Period9h 47m
No.Students1
Languageعربي
No Prerequisite
(1)
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Course Lessons

1 | Lecture 1 : Introduction to machine learning Part 1 00:21:44
2 | Lecture 1 : introduction to machine learning Part 2 00:23:26
3 | Lecture 2 : Linear Regression with one variable Part 1 00:32:10
4 | Lecture 2 : Linear Regression with one variable Part 2 00:27:10
5 | Lecture 2 : Linear Regression with one variable Part 3 00:29:12
6 | Lecture 3 : Linear Regression with multiple variables Part 1 00:30:33
7 | Lecture 3 : Linear Regression with multiple variables Part 2 00:30:15
8 | Lecture 4 : Logistic Regression Part 1 00:34:07
9 | Lecture 4 : Logistic Regression Part 2 00:31:42
10 | Lecture 5: Support Vector Machine Part 1 00:37:46
11 | Lecture 5 : Support Vector Machine Part 2 00:30:33
12 | Lecture 5 : Support Vector Machine Part 3 00:34:48
13 | Lecture 6: Kmeans Clustering Algorithm بالعربى 00:28:42
14 | Lecture 7 : Niave Bayes Algorithm بالعربى 00:23:13
15 | Lecture 8 : K Nearest Neighbours Algorithm بالعربى 00:19:41
16 | Lecture 9 : DecisionTree Algorithm بالعربى 00:32:30
17 | Lecture 10 : Random Forest Algorithm بالعربى 00:14:32
18 | Lecture 11 : Hierarchal Clustering Algorithm بالعربى 00:28:54
19 | Lecture 12 : Data splitting and Cross validation techniques 00:34:01
20 | Overfitting, Underfitting And Regularization techniques عربى 00:11:55
21 | Linear Regression without Sklearn (Gradient Descent Implementation) 00:30:09

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Youtube

29-07-2024

Machine Learning Algorithms بالعربى

to download lectures
https://drive.google.com/drive/folders/1HJaLKseGHiOsLNAIRSCGxfEGkmjN9oN3?uspsharing