Learn Machine Learning with Weka

Learn how to use machine learning algorithms in Weka.

Learn Machine Learning with Weka

Learn how to use machine learning algorithms in Weka.
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About the Class

This is a bite-size course to learn Weka and machine learning. You will learn machine learning, which is the model and evaluation of the CRISP data mining process.

What will you learn in this course?

You will learn linear regression, Kmeans clustering, agglomeration clustering, KNN, Naive Bayes, and neural network in this course.

Content

  1. Getting Started
  2. Getting Started 2
  3. Data Mining Process
  4. Simple Linear Regression
  5. Regression in Weka
  6. KMeans Clustering
  7. KMeans Clustering in Weka
  8. Agglomeration Clustering
  9. Agglomeration Clustering in Weka
  10. Decision Tree: ID3 Algorithm
  11. Decision Tree in Weka
  12. KNN Classification
  13. KNN in Weka
  14. Naive Bayes
  15. Naive Bayes in Weka
  16. What Algorithm to Use?
  17. Model Evaluation
  18. Weka Advanced Attribute Selection
  19. Weka Advanced Data Visualizations
  20. Weka Model Selection and Deployment

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 knowledge.

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What's Included

Language: English
Level: Beginner
Skills: Machine Learning Algorithms, Data Mining, Weka, Machine Learning
Age groups: 25-34 years
Duration: 1 hour 17 minutes
22 Videos
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