Machine Learning | Ahmed Yousry
Ahmed Yousry
كل ما يخص الذكاء الاصطناعي والبرمجة والشبكات
Course Details
- Course Lessons21
- Course Period9h 47m
- No.Students1
- Languageعربي
- No Prerequisite
- (1)
- Start Now for free
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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06-09-2024
Machine Learning Algorithms بالعربى
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https://drive.google.com/drive/folders/1HJaLKseGHiOsLNAIRSCGxfEGkmjN9oN3?uspsharing