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Advanced python programming ( Numpys, Pandas, sklearn) Machine learning algorithms Introduction to machine learning, Data Preprocessing, Regression: Simple Linear Regression, Classification: K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree classification Random Forest Classification, Clustering: K-Means, Hierarchical Clustering, and ... ................
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