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Machine Learning From First Principles

Online Course

Udemy
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Machine Learning From First Principles
  1. What is the course about?
  2. Prerequisites & Facts
  3. Cost, Certificate & Degree
  4. Reviews & Experiences

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
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Prerequisites & Facts

Machine Learning From First Principles

Course Topic

Business, Data Analytics, Decision Making

University, College, Institution

Udemy

Course Skill Level

see course summary

Course Language

English

Place of class

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

Degree

Certificate

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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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Reviews

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Here you can find information, reviews and user experiences for the course “Machine Learning From First Principles“. The provider of the course – “Udemy” – will be glad to answer any questions you may have about the class, click here to use the offical support channels. It would be great if you could share your experience of participating in the course – Your honest review will surely help others to choose the right class!
School: Udemy
Topic: IT & Software, Machine Learning

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