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Supervised Machine Learning Algorithms (Classification Algorithms)
Olusanya Olubusoye
20 hours
8 Lessons
600 Students
Home
Courses
Machine Learning
Supervised Machine Learning Algorithms (Classification Algorithms)
Home
Courses
Machine Learning
Supervised Machine Learning Algorithms (Classification Algorithms)
Supervised Machine Learning Algorithms (Classification Algorithms)
Module 2: Classification Algorithms
Lesson 01: Logistic Regression (Prediction Accuracy, ROC Curve, Lasso Logistic Reg. & Validation)
30 minutes
Lesson 02: Discriminant Analysis (Linear, Quadratic & Validation)
Lesson 03: Naive Bayes Estimation
2 hours
lesson 04: K-Nearest Neighbour (KNN)
Lesson 05: Support Vector Machine (SVM)
Lesson 06: Decision Trees and Random Forests
Lesson 07: Neural Networks
Module 2 Quiz
0 question
10 minutes
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Lesson 07: Neural Networks
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