More Data Mining with Weka
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Course overview
- Provider
- Futurelearn
- Course type
- Free trial availiable
- Deadline
- Flexible
- Duration
- 5 hours
- Course author
- Ian Witten
Description
Enhance your skills in practical data mining as you get to grips with using large data sets and advanced data mining techniques.
Learn how to process, analyse, and model large data sets
On this course, led by the University of Waikato where Weka originated, you’ll be introduced to advanced data mining techniques and skills.
Following on from their first Data Mining with Weka course, you’ll now be supported to process a dataset with 10 million instances and mine a 250,000-word text dataset.
You’ll analyse a supermarket dataset representing 5000 shopping baskets and learn about filters for preprocessing data, selecting attributes, classification, clustering, association rules, cost-sensitive evaluation.
You’ll also explore learning curves and how to automatically optimize learning parameters.
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