YoVDO

Gaussian Process Regression

Offered By: NPTEL-NOC IITM via YouTube

Tags

Machine Learning Courses Statistical Modeling Courses Bayesian Inference Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the fundamentals of Gaussian Process Regression in this concise 19-minute lecture. Delve into non-linear regression techniques, understand the principles of GP Regression, and examine the role of basis functions and systems. Gain insights into Gaussian Process Prior and its applications in machine learning and data analysis. Enhance your understanding of advanced statistical modeling techniques through this informative presentation from NPTEL-NOC IITM.

Syllabus

Gaussian Process Regression


Taught by

NPTEL-NOC IITM

Related Courses

Introduction to Data Science
University of Washington via Coursera Statistical Inference and Modeling for High-throughput Experiments
Harvard University via edX Applied Logistic Regression
Ohio State University via Coursera Data Science in Real Life
Johns Hopkins University via Coursera Project Risk Assessment
University of Michigan via edX