Machine Learning Techniques (ML-03) onwards
Delve deeper into Machine Learning. Handle advanced techniques land know which Machine Learning model to choose for each type of problem
Overview
Delve deeper into Machine Learning. Handle advanced techniques land know which Machine Learning model to choose for each type of problem
What You Will Learn!
Part-3: Factor Analysis (FA)
Part-4: Linear and Quadratic Discriminant Analysis (LDA and QDA)
Part-5: K-Nearest Neighbors (KNN)
Part-6: Resampling Methods
Part-7: K-Means Clustering (KMC)
Part-8: Classification and Regression Trees (CART)
Part-9: Advanced Regression covering Splines, Non Linear Regression
Part-10: Support Vector Machines (SVM)