More Data Mining with Weka

Description

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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Career Relevance by Data Role

The techniques and tools covered in More Data Mining with Weka are most similar to the requirements found in Data Scientist job advertisements.


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Fast Facts

Tools
Linux

Techniques
Big DataClassificationCluster AnalysisData AnalysisData MiningData ModelingData ScienceData SetsDecision TreesNeural NetworksOptimizationProgrammingStatistical AnalysisUser Experience

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