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Course: Machine Learning using Weka Software

Machine Learning using Weka Software

  • Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App
About this Course

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. 

Basic knowledge
  • Computer Knowledge
  • Basic coding knowledge
What you will learn

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
Curriculum
Number of Lectures: 22
Total Duration: 01:17:19
Course
  • Getting Started  
  • Getting STarted 2  
  • Data Mining Process  
  • Simple Linear Regression  
  • Regression for Weka  
  • Kmeans Clustering  
  • Kmeans Clustering in Weka  
  • Agglomeration CLustering  
  • Agglomeration CLustering in Weka  
  • Decision Tree ID3  
  • Decision Tree in Weka  
  • KNN Classification  
  • KNN Classification in Weka  
  • Naive Bayes Classification  
  • Naive BAyes in Weka  
  • Neural Network  
  • Neural Network in Weka  
  • What Algorithm to use?  
  • Model Evaluation  
  • Weka Advanced Attribute Selection  
  • Weka Advanced Data Visualizations  
  • Weka Model Selection and Deployment  
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