Machine Learning and AI Foundations: Advanced Decision Trees with KNIME
With Keith McCormick
Liked by 88 users
Duration: 1h 33m
Skill level: Advanced
Released: 11/14/2022
Course details
Every year, it seems, there is a new hot trend in data science. One of the hottest predictive analytics algorithms this year is gradient-boosted trees. One cannot hope to understand why it is popular and successful if one doesn’t understand the basics of decision trees. Specific tree algorithms have risen and fallen in popularity, but the core concepts have been fundamental to the discipline for at least 30 years. In this course, instructor Keith McCormick demonstrates and discusses a half-dozen popular decision tree algorithms. Keith shows how to access them using other open-source options from within the KNIME platform. He explains them and reverse engineers them to create a solid foundation on which to build more advanced data science skills.
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Contents
What’s included
- Practice while you learn 1 exercise file
- Learn on the go Access on tablet and phone