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مصدر الدورة الرئيسيScikitlearn Machine Learning in Python
Machine Learning Colab notebooks Jupyter Data science
Machine Learning Supervised learning and unsupervised learning
Machine Learning training model and testing process
Machine Learning Confusion matrix
Machine Learning Dataset
Machine Learning Classifiers Regression and Classification algorithms
Linear regression Theory Simple linear regression
Simple Linear regression Implementation
Multiple linear regression Theory & implementation
Polynomial regression Theory & implementation
Logistic Regression Theory & implementation
Naive Bayes Classifier in Machine Learning Theory
Naive Bayes Classifier in Machine Learning Implementation
DecisionTreeClassifier Theory & implementation
Support Vector Machines (SVM) Classifier Theory & implementation
KNearest Neighbor(KNN) Algorithm Theory & implementation
Artificial neural networks ( ANN ) Multilayer Perceptron classifier (MLP) Theory
Artificial neural networks ( ANN ) Multilayer Perceptron classifier (MLP) Implementation