Get Certificate in Mathematics for Machine Learning: Multivariate Calculus

Get Certificate in Mathematics for Machine Learning: Multivariate Calculus

Mathematics for Machine Learning Specialization

Imperial College London

Overview

Enroll in this online certification course by Imperial College London on the Mathematics for Machine Learning: Multivariate Calculus, This online course is a beginner level course and approx 18hours will take to complete this online course by the Imperial College London

 

Features

There are the following features in this certification course on Mathematics for Machine Learning: Multivariate Calculus  by  Imperial College London

  • Shareable Certificate
  • Mathematics for Machine Learning Specialization
  • Beginner Level
  • Approx. 18 hours to complete
  • English

 

Skills

The following skills you will learn in this online course,

  • Linear Regression
  • Vector Calculus
  • Multivariable Calculus
  • Gradient Descent

 

Instructor

The following speakers are the instructor in this course,

  • Samuel J. Cooper, Lecturer, Imperial College London
  • David Dye, Professor of Metallurgy, Imperial College London
  • A. Freddie Page, Strategic Teaching Fellow, Imperial College London

 

Topics

The following topics will cover in this course,

  • What is calculus?
  • Multivariate calculus
  • Multivariate chain rule and its applications
  • Taylor series and linearisation
  • Intro to optimisation
  • Regression

 

How to apply

Mathematics for Machine Learning: Multivariate Calculus



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