Machine Learning From First Principles

Online Course

Udemy
Machine Learning From First Principles

What is the course about?

Machine Learning From First Principles
The course Machine Learning From First Principles is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

Discussing the principles behind the most used Machine Learning algorithms

Course description
  • Machine Learning From First Principles
  • Machine Learning Principles
  • The principles behind Machine Learning algorithms (not just the codes!)
  • Regression (Linear Regression, Multiple Linear Regression, Polynomial Regression, and Support Vector Regression)
  • Classification (Logistic Regression, k-Nearest Neighbours, Trees, and Support Vector Machines)
  • Other principles such as Cross Validation, AIC, BIC, and choosing the right metrics for your algorithm
  • An interest in knowing machine learning from first principles without jumping straight into coding
  • 19 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • Houston Muzamhindo

Prerequisites & Facts

Machine Learning From First Principles

Course Topic

IT & Software, Machine Learning

University, College, Institution

Udemy

Course Skill Level

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Machine Learning From First Principles

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Udemy
Machine Learning From First Principles
provided by Udemy

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School: Udemy
Topic: IT & Software, Machine Learning