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Results for: Keywords Computer algorithms Resource Type Video

Video

Inside OKCupid: The Math of Online Dating

When two people join a dating website they are matched according to shared interests and how they answer a number of personal questions. But how do sites calculate the likelihood of a successful relationship? Christian Rudder one of the founders of popular dating site OKCupid details the algorithm behind 'hitting it off.'

Subjects:

Computing and Mathematics and Statistics

Keywords:

Dating services Computer algorithms Online dating

Resource Type:

Video
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

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