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Random Forest Regression

Offered By: Great Learning via YouTube

Tags

Statistics & Probability Courses Machine Learning Courses Algorithm Analysis Courses

Course Description

Overview

Learn about Random Forest Regression in this comprehensive 49-minute video tutorial. Explore the fundamentals, advantages, and disadvantages of this powerful machine learning algorithm. Compare Random Forest Regression to Logistic Regression, understand the algorithm's inner workings, and discover its real-world applications. Gain insights into how Random Forest Regression can be applied across various domains to solve complex problems. By the end of this tutorial, acquire a solid understanding of Random Forest Regression and its significance in the field of machine learning.

Syllabus

Introduction.
Agenda.
What is Random Forest Regression?.
Advantages of Random Forest Regression.
Disadvantages of Random Forest Regression.
Logistic Regression vs Random Forest Regression.
Random Forest Regression Algorithm.
Applications.
Summary.


Taught by

Great Learning

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