PolyU HK

PolyU OER Portal

PolyU Library

PolyU OER Portal

Search OER Collection

ALL

PolyU OER

Internet Resource

Results for: Keywords Machine learning Keywords Computer algorithms

Video

Gradient Descent, Step-by-Step

Gradient Descent is the workhorse behind most of Machine Learning. When you fit a machine learning method to a training dataset, you're probably using Gradient Descent. It can optimize parameters in a wide variety of settings. Since it's so fundamental to Machine Learning, I decided to make a "step-by-step" video that shows you exactly how it works.

Course related:

COMP4434 Big Data Analytics

Subjects:

Computing

Keywords:

Machine learning Computer algorithms

Resource Type:

Video
Video

Lecture 2 - Linear Regression and Gradient Descent | Stanford CS229: Machine Learning (Autumn 2018)

This video is take an adapted version of this course as part of the Stanford Artificial Intelligence Professional Program.

Course related:

AP619 Microfabrication Laboratory

Subjects:

Computing

Keywords:

Machine learning Computer algorithms

Resource Type:

Video

Privacy Statement Contact Us Web Accessibility Pao Yue-kong Library, The Hong Kong Polytechnic University. All Rights Reserved.