Brief Introduction
Learn Machine Learning and Weka with this COurseDescription
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
Requirements
- Requirements
- Computer Knowledge
SVBook Pte. Ltd.
3 Raiting
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