محاضرات الذكاء الاصطناعي
التعلم الالي
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0:00 intro
5:52 What is Machine Learning? ماهو التعلم الالي
8:45 Supervised Learning
11:07 Regression
16:28 Linear Regression
20:24 Gradient Descent
28:10 Classification
30:04 Naïve Bayes
31:23 Detecting Spam
41:55 Laplace Smoothing
47:33 Decision Trees
51:30 Logistic Regression (Perceptron)
57:58 Support Vector Machine (SVM)
1:05:49 K-Nearest Neighbors (kNN)