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Mathematics for Machine Learning Specialization 

  • Offered byCoursera

Mathematics for Machine Learning Specialization
 at 
Coursera 
Overview

Duration

4 months

Start from

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Total fee

Free

Mode of learning

Online

Official Website

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Credential

Certificate

Mathematics for Machine Learning Specialization
 at 
Coursera 
Highlights

  • Earn a Certificate upon completion
    Skills -Eigenvalues And Eigenvectors,Principal Component Analysis (PCA),Multivariable Calculus,Linear Algebra,Basis (Linear Algebra),Transformation Matrix,Linear Regression,Vector Calculus,Gradient Descent,Dimensionality Reduction,Python Programming
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Mathematics for Machine Learning Specialization
 at 
Coursera 
Course details

Skills you will learn
PythonData Science
More about this course
  • This specialization aims to bridge that gap, getting you up to speed in the underlying mathematics, building an intuitive understanding, and relating it to Machine Learning and Data Science
  • In the first course on Linear Algebra we look at what linear algebra is and how it relates to data
  • Then we look through what vectors and matrices are and how to work with them
  • The second course, Multivariate Calculus, builds on this to look at how to optimize fitting functions to get good fits to data
  • It starts from introductory calculus and then uses the matrices and vectors from the first course to look at data fitting
  • The third course, Dimensionality Reduction with Principal Component Analysis, uses the mathematics from the first two courses to compress high-dimensional data
  • This course is of intermediate difficulty and will require Python and numpy knowledge
  • Gained the prerequisite mathematical knowledge to continue your journey and take more advanced courses in machine learning
Read more

Mathematics for Machine Learning Specialization
 at 
Coursera 
Curriculum

Mathematics for Machine Learning: Linear Algebra

Mathematics for Machine Learning: Multivariate Calculus

Mathematics for Machine Learning: PCA

Mathematics for Machine Learning Specialization
 at 
Coursera 
Admission Process

    Important Dates

    May 25, 2024
    Course Commencement Date

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