YoVDO

Gradient Boost

Offered By: YouTube

Tags

Gradient Descent Courses Algorithms and Data Structures Courses Classification Courses Logistic Regression Courses Decision Trees Courses Hyperparameter Tuning Courses Loss Functions Courses

Course Description

Overview

Dive into a comprehensive 4-part tutorial series on Gradient Boost, exploring both regression and classification applications. Begin with the main ideas of Gradient Boost for regression, then delve into its detailed implementation. Transition to classification problems, first covering the fundamental concepts before examining the intricacies of Gradient Boost in classification scenarios. Gain a thorough understanding of this powerful machine learning technique through this in-depth, 90-minute educational journey.

Syllabus

Gradient Boost Part 1 (of 4): Regression Main Ideas.
Gradient Boost Part 2 (of 4): Regression Details.
Gradient Boost Part 3 (of 4): Classification.
Gradient Boost Part 4 (of 4): Classification Details.


Taught by

StatQuest with Josh Starmer

Related Courses

علم اجتماع المايكروبات
King Saud University via Rwaq (رواق) Statistical Learning with R
Stanford University via edX More Data Mining with Weka
University of Waikato via Independent The Caltech-JPL Summer School on Big Data Analytics
California Institute of Technology via Coursera Machine Learning for Musicians and Artists
Goldsmiths University of London via Kadenze