Machine Learning and AI Foundations: Advanced Decision Trees with KNIME [eLearn]
McCormick, Keith2022
Streaming Video
Learn to go beyond the basic decision tree algorithms in KNIME by accessing WEKA, R, and Python-based decision tree and rule induction algorithms from within the KNIME platform.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.
Main title:
Machine Learning and AI Foundations: Advanced Decision Trees with KNIME [eLearn] / with Keith McCormick
Author:
McCormick, Keith, speakerlinkedin.com (Firm)
Imprint:
Carpenteria, CA linkedin.com, 2022.
Notes:
11/14/202212:00:00AM
Performers:
Cast: Presenter: Keith McCormick
System details:
Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection.
LC class:
LDC2481020
Language:
English
BRN:
766056
Electronic access: