From 39951d053090d933a5f6520710993fa9361b9b73 Mon Sep 17 00:00:00 2001 From: Christian Kolset Date: Fri, 5 Dec 2025 17:19:09 -0700 Subject: Added module 5 lectures in markdown --- tutorials/module_5/supervised_learning_techniques.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 tutorials/module_5/supervised_learning_techniques.md (limited to 'tutorials/module_5/supervised_learning_techniques.md') 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 + -- cgit v1.2.3