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Workshop: Machine Learning with Orange II: More About Supervised Learning and Unsupervised Learning

Workshop/ Training/ Webinar

  • Date

    17 Feb 2023

  • Organiser

    ITS

  • Time

    14:30 - 17:00

  • Venue

    Online via MS Teams & On-site at M405  

Summary

Date: 17 Feb 2023 (Fri) & 24 Feb 2023 (Fri)

Time: 14:30 - 17:00

Venue: Online via MS Teams & On-site at Student Computer Centre M405

Target Audience: All Students

Medium of Instruction: English

Pre-requisite: N/A

Related Course Advisement: Machine Learning with Orange I: Supervised Learning

 

Course Description:

  • Learn how to use the user-friendly data mining GUI tool – Orange
  • Use datasets to classify data and predict outcomes. Also, you will discover groups of similar examples within the data by clustering with the help of machine learning models. Without a strong mathematics or programming background required.
  • Learn machine learning with hands-on examples
  • There are 2 lessons which focus on different aspects of machine learning

Course Outline:

Lesson 1 (17 Feb)

  • K-means
  • K-nearest neighbors (KNN)
  • Random Forest

Lesson 2 (24 Feb)

  • Apriori Algorithm
  • Naïve Bayes

 

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