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Results for: Machine Learning Creator / Instructor Starmer, Josh

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, Data Science and Artificial Intelligence

Keywords:

Machine learning Computer algorithms

Resource Type:

Video
Video

StatQuest with Josh Starmer

Statistics, Machine Learning and Data Science can sometimes seem like very scary topics, but since each technique is really just a combination of small and simple steps, they are actually quite simple. My goal with StatQuest is to break down the major methodologies into easy to understand pieces. That said, I don't dumb down the material. Instead, I build up your understanding so that you are smarter.

Course related:

HTI34016 Introduction to Clinical Research

Subjects:

Computing, Data Science and Artificial Intelligence and Mathematics and Statistics

Keywords:

Machine learning Mathematical analysis Statistics Data mining

Resource Type:

Video

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