Machine Learning with Java and Weka

Learn how to create a data product using Java and Weka.
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Machine Learning with Java and Weka

Learn how to create a data product using Java and Weka.
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About the Class

This is a bite-size course to learn Java programming for machine learning and statistical learning with the Weka library. In the CRISP-DM data mining process, machine learning is at the modeling and evaluation stage.

What will you learn in this course?

You will learn Java programming for machine learning and you will be able to train your own prediction models with Naive Bayes, decision tree, KNN, neural network, linear regression, and evaluate your models very soon after learning the course.

Content

  1. Introduction
  2. Getting Started
  3. Getting Started 2
  4. Getting Started 3
  5. Data Mining Process
  6. Data Set
  7. Split Training and Testing Dataset
  8. Create a Java Application using Netbeans with Weka Jar
  9. Simple Linear Regression
  10. Linear Regression using Weka and Java
  11. Linear Regression using Weka and Java 2
  12. Linear Regression using Weka and Java 3
  13. KMeans Clustering
  14. KMeans Clustering in Weka and Java
  15. Agglomeration Clustering
  16. Agglomeration Clustering in Weka and Java
  17. Decision Tree ID3 Algorithm
  18. Decision Tree in Weka and Java
  19. KNN Classification
  20. KNN in Weka and Java
  21. Naive Bayes Classification
  22. Naive Bayes in Weka and Java
  23. Neural Network Classification
  24. Neural Network in Weka and Java
  25. What Algorithm to Use?
  26. Model Evaluation
  27. Model Evaluation in Weka and Java
  28. Create a Data Mining Software
  29. Create a Data Mining Software 2

Author

Svbook Pte Ltd

SVBook Pte. Ltd. started in April 2016. SVBook Pte. Ltd. offers affordable, easy to read Data Mining, Text Mining, Data Analytics, Programming books for professional and lifelong learning. SVBook Pte. Ltd. offers courses at EMHAcademy. SVBook Pte. Ltd. developed softwares over the time, and uploaded them at DSTK.Tech. SVBook Pte. Ltd. courses,...

School

Svbook Pte Ltd 's School

Requirements

  • You should have basic computer skills.
  • You should have a basic knowledge of Java programming.
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What's Included

Language: English
Level: Beginner
Skills: Java, Programming, CRISP-DM, Data Mining, Weka, Machine Learning
Age groups: 25-34 years
Duration: 2 hours 20 minutes
29 Videos
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