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diff --git a/tutorials/module_5/supervised_learning_techniques.md b/tutorials/module_5/supervised_learning_techniques.md new file mode 100644 index 0000000..c84155a --- /dev/null +++ b/tutorials/module_5/supervised_learning_techniques.md @@ -0,0 +1,13 @@ +Lecture 4: Supervised Learning Techniques + +- Definition: supervised learning = labeled data +- Regression tasks +- Classification tasks +- Classical ML models + - linear & logistic regression + - decision trees + - k-NN +- Engineering examples + - Predicting tool wear + - classifying vibration patterns + |