Learn Machine Learning with Weka

Learn Machine Learning with Weka, Learn Machine Learning and Weka with this COurse

Created by Eric M. H. Goh

English

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What you'll learn

• Machine Learning using Weka Software
• Requirements
• Computer Knowledge

Description

This is the bite size course to learn Weka and Machine Learning. You will learn Machine Learning which is the Model and Evaluation of CRISP Data Mining Process. You will learn Linear Regression, Kmeans Clustering, Agglomeration Clustering, KNN, Naive Bayes, Neural Network in this course. 

Content

Getting Started

Getting Started 2

Data Mining Process

Simple Linear Regression

Regression in Weka

KMeans Clustering

KMeans Clustering in Weka

Agglomeration Clustering

Agglomeration Clustering in Weka

Decision Tree: ID3 Algorithm

Decision Tree in Weka

KNN Classiifcation

KNN in Weka

Naive Bayes

Naive Bayes in Weka

What Algorithm to use?

Model Evaluation

Weka Advanced Attribute Selection

Weka Advanced Data Visualizations

Weka Model Selection and Deployment