Video DescriptionLearn about combining multiple data science models together to create an even more powerful model. Ensembles are a very powerful tool in data modeling, especially when it comes to raw performance. We cover an explanation of ensembles including the reasons the sum can be greater than the parts, the various types of ensembles (Random Forests, Boosted Trees, and AdaBoost), ensemble architecture, and advanced ensemble concepts like hybrid ensembles.
Here is a link to all of Zacharias Voulgaris’ machine learning, data science, and artificial intelligence (AI) videos.
Table of Contents
- Data Science Ensembles 00:20:18
- Title: Data Science and Machine Learning Series: Data Science Ensembles
- Release date: September 2018
- Publisher(s): Technics Publications
- ISBN: 9781634624350