Octave Programming For AI, Machine Learning And Data Analytics

Master octave programming with this highly acclaimed AI course in Singapore. Leverage this powerful machine learning tool to solve data analytics problems.

Date: 27 Aug 2023 | 9am – 5.30pm | Online (Professional Certificate in Artificial Intelligence and Machine Learning Basics)

Duration: 1 Day

Course Overview

Octave is an open-source interactive programming language widely used in machine learning and data analytics courses. Designed primarily for matrix computation, Octave is a powerful tool that enables the development of efficient engineering, data analytics and machine learning programmes.

Its simple syntax and supportive environment lets learners to focus on the concept and relations. Through the effective application of Octave programming, learners would be able to solve a diverse set of data analytics and machine learning problems. It gives learners a deeper knowledge of how and what in those areas as well.

This module is part of Professional Certificate in Artificial Intelligence and Machine Learning Basics.

Learning Outcomes

At the end of the course, participants will be able to:
• Use the Octave environment.
• Develop codes in Octave.
• Install and use Octave toolboxes.
• Apply Octave in data analytics and machine learning.

Topics

  • Getting familiar with the course
  • Octave background and applications
  • Octave environment
  • Online commands
  • Basic operations
  • Matrix operations
  • Functions and calling
  • Conditions
  • Loops
  • Libraries and toolboxes
  • Data analytics example
  • Machine learning example
  • Artificial neural networks example

Who Should Attend

IT Engineers, IT Executives, Fintech Executives, System Developers

Prerequisites

Basic mathematics and basic IT knowledge

Course Convener

(Click their photos to view their short biographies)

ddddd Amirhassan Monajemi

Dr Amirhassan MonajemiDr Amirhassan Monajemi

Course Fees

Singapore Citizens
39 years old or younger
40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants

Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes

Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.

NTUC members enjoy 50% unfunded course fee support for up to S$250 each year (or up to S$500 for NTUC members aged 40 years old and above) when you sign up for courses supported under UTAP (Union Training Assistance Programme). Please visit e2i’s website to find out more.

To enquire, email soc-ace@nus.edu.sg

To register, click Register

Course Code:
TGS-2020504956 (Synchronous e-learning)

Select Short Course / Modular Course -> Apply for Myself -> Browse Academic Modules / Short Courses-> Module/Course Category -> Short Courses -> Browse Courses-> Advanced Computing for Exe (Faculty/Department / Unit)

Please download the user guide for NUS Online Application Portal after you click ‘Apply for Myself’ if you need assistance.

Course Fee Breakdown

Singapore Citizens

Singapore Citizens

39 years old or younger

Singapore Citizen

40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants

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