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A Friendly Introduction to Machine Learning
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Classroom Contents
General Machine Learning
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- 1 A Friendly Introduction to Machine Learning
- 2 Machine Learning: Testing and Error Metrics
- 3 ROC (Receiver Operating Characteristic) Curve in 10 minutes!
- 4 Linear Regression: A friendly introduction
- 5 Logistic Regression and the Perceptron Algorithm: A friendly introduction
- 6 Support Vector Machines (SVMs): A friendly introduction
- 7 The Gini Impurity Index explained in 8 minutes!
