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Machine Learning using Weka Software

Features Includes:
  • Self-paced with Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App

Course Preview Video

  • Categories

    IT & Software Systems

  • Duration

    01:17:19

  • 0 Students Enrolled

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. 


Basic knowledge
  • Computer Knowledge
  • Basic coding knowledge

What will you 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
Course Curriculum
Number of Lectures: 22 Total Duration: 01:17:19
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