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Machine Learning with Java and Weka (Udemy.com)

Machine Learning and Statistical Learning with Java

3.5
31 reviews

Created by: EGMHAcademy EGMHAcademy

Last updated December 2018

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Overall Score : 70 / 100

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Course Description

This is the bite size course to learn Java Programming for Machine Learning and Statistical Learning with Weka library. In CRISP DM data mining process, machine learning is at the modeling and evaluation stage. You will need to know some Java programming, and you can learn Java programming from my "Create Your Calculator: Learn Java Programming Basics Fast" 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 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
Who this course is for:
  • Beginner Data Analyst or Data Scientist interested in using Weka in Java
Read More Beginner Beginner Level product length iconTime: 2.4h

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Instructor Details

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    EGMHAcademy EGMHAcademy

  • 3.5 Rating
  • 31 Reviews

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, books and softwares assists people to step into new fields of Data Science, Internet of Things, Smart Cities and etc. before going into more advanced courses at Coursera and EdX, which are at University Level.

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Reviews

3.5

31 ratings on Udemy

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By Prithwiman Mazumdar

Everything's good, but the accent of the instructor makes it a bit difficult to follow, but the instructor has good knowledge about the subject, so that kind of makes it up.

By Darshna Tanawar

Thank you sir.its amazing.cAn I have your email address?

By Vamsi Tumu

Its good explanation with the code .very easy to understand. But it could be good if you can add a bit more deep coding samples and real time project samples. Over all got the concept Sir.

By Pius Adewale Owolawi

The presentation of the codes are invisible and not available for sharing.

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Read all 31 reviews on Udemy

Machine Learning with Java and Weka
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  • Video Duration: icon 2.4h
  • Price: $29.99
  • Provider: icon Udemy
  • Updated: icon December 2018
  • Level: Beginner Beginner
  • Language: icon English
  • Certificate: icon Yes
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