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Mastering Machine Learning with MATLAB

Video Introducing this tutorial

The Course Overview
Predicting a Response by Decision Trees
Probabilistic Classification Algorithms ? Naive Bayes
Describing Differences by Discriminant Analysis
Find Similarities Using Nearest Neighbor Classifiers
Classification Learner App
Introduction to Clustering
Hierarchical Clustering
Partitioning-Based Clustering Methods ? K-means Algorithm
Partitioning around the Actual Center ? K-medoidsClustering
Clustering Using Gaussian Mixture Models
Getting Started with Neural Networks
Basic Elements of a Neural Network
Neural Network Toolbox
Exploring Neural Network Start GUI
Data Fitting with Neural Networks
Feature Selection
Feature Extraction

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