Matrix Methods, Certificate | Part time online | Coursera | United States
1 months
Duration
Free
Free
Unknown
Tuition fee
Anytime
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Apply date
Anytime
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Start date

About

Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation with this Matrix Methods offered by Coursera in partnership with University of Minnesota.

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Overview

Mathematical Matrix Methods lie at the root of most methods of machine learning and data analysis of tabular data. 

The programme

Discover the Singular Value Decomposition with this Matrix Methods offered by Coursera in partnership with University of Minnesota that plays a fundamental role in dimensionality reduction, Principal Component Analysis, and noise reduction.  Optional examples using Python are used to illustrate the concepts and allow the learner to experiment with the algorithms.

Programme Structure

Courses include:

  • Matrices as Mathematical Objects
  • Matrix Multiplication and other Operations
  • Systems of Linear Equations
  • Linear Least Squares
  • Singular Value Decomposition

Key information

Duration

  • Part-time
    • 1 months
    • 2 hrs/week

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

  • Intermediate level
  • Some related experience required

Tuition Fee

To always see correct tuition fees
  • International

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 months.
  • National

    Free
    Tuition Fee
    Based on the tuition of 0 USD for the full programme during 1 months.

You can choose from hundreds of free courses, or get a degree or certificate at a breakthrough price. You can now select Coursera Plus, an annual subscription that provides unlimited access.

Funding

Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You’ll be prompted to complete an application and will be notified if you are approved.

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