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School of Technology Short Programs

Machine Learning

  • Course Start Date

    September 1, 2020

  • Course Type

    Campus OR Online

  • Duration:

    40 hours

  • Language:

    English

01. Program Curriculum

Guide to the Program

Machine Learning Course is designed to help candidates learn practical machine learning. Students completing the short course are expected to understand and apply fundamental concepts and methods related to the field of machine learning.

02. The Brief

Guide to the Program

Program

  • Understand and apply fundamental concepts and methods related to the field of machine learning.
  • Introduce Python programming.
  • Read, process, and clean data using Python and Python libraries.
  • Handle supervised learning.
  • Parametric/non-parametric learning.
  • Learn Neural networks.
  • Support vector machines.
  • Handle unsupervised learning (clustering, dimensionality reduction, kernel methods).
  • Reinforce learning and adaptive control.

Admissions

  • Application form
  • Basics in machine learning
  • Basics in programming

03. Book Now

Guide to the Program