Julia for Data Science (Video 22)

Julia for Data Science (Video 22)

Assessment

Interactive Video

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Information Technology (IT), Architecture, Social Studies

University

Hard

This video tutorial covers machine learning techniques using Julia, focusing on data preparation, model building, and evaluation. It introduces the ML base package for handling datasets and discusses the importance of training and test datasets. The tutorial explains how to build, prune, and apply models, and evaluates their performance using metrics like confusion matrices and ROC curves. It concludes with a preview of decision tree classification.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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