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Course Detail

CZ1104 Linear Algebra for Computing
Objectives
This course aims to support you to learn mathematical concepts related to linear algebra. You will develop set of mathematical skills for applications in computer science and engineering, e.g., machine learning, computer graphics, data science etc.
Outline
1. Solve linear equations and determine conditions for existence and uniqueness of a solution
2. Perform matrix operations including inverse of a matrix and matrix factorization.
3. Design matrices for linear transformations; interpret properties of determinants; identify and interpret properties of matrix inverses
4. Identify and interpret vector spaces and subspaces ;
5. Interpret correctly the concept of inner product, orthogonality and orthogonal projections
6. Evaluate least squares solution
7. Interpret, evaluate and apply Eigen Value and Singular value decomposition
8. Write code for applications in machine learning, data science, computer vision etc.
Who Should Attend
Developers, Innovators, Scientists or Technopreneurs
Eligibility Criteria
Relevant Polytechnic Diploma in Science/Engineering. CET diploma holders are required to complete the preparatory module before registering the course.
Details
Date(s): 11 Jan 2021 to 07 May 2021
Time: Refer to Class and Exam Schedules
Venue: LT10
Closing Date of Registration: 30 Nov 2020
Course Fee Payable:(Inclusive of GST) Refer to the course fee table

Subsidy/Funding
MOE (SBMC) No
E2I No
SSG Yes
Academic Units (AU)
Number of AU: 3
Online Registration
Closed
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Method of Payment
  1. Online Credit/Debit Card Payment (VISA and Mastercard only)
  2. Cash/Cheque/NETS payment at One-Stop@SAC (NTU Main Campus)
Withdrawal & Refund Policy

Once payment is made, applicant is committed to the completion of course. Course fee refunds will not be considered.

Terms and Conditions
  1. Course is subject to a minimum participation number before commencement.
  2. Course is subject to a first-come-first-serve basis.
  3. Registration is non-transferable.
  4. Student must meet all eligibility criteria for admission.
  5. Student is required to complete all assessments for each course.
  6. PaCE@NTU​ reserves the right to change or cancel any course or lecturer due to unforeseen circumstances.
  7. All details are correct at time of dissemination.
Privacy Clauses
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  1. To process your application.
  2. For course administration and billing.
  3. To enable the trainers to know the background of the course participants.
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  5. To issue certificate to the course participants.
  6. For marketing of courses to participants via E-newsletter.
  7. To understand and study the profile of its course participants for NTU’s policy making and planning.
  8. To deal with any matter related to the course.
Full Data Protection and Privacy Statement : CLICK HERE
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