NICF - Computational Modeling with Generative Adversarial Network (GAN) | WSQ Courses

Originally published at: https://valuecourses.com/courses/nicf-computational-modeling-with-generative-adversarial-network-gan-wsq-courses/

Generative Adversarial Network (GAN) is one of the most exciting new branch of machine learning. It is an unsupervised learning computational modeling in machine learning that involves automatically discovering and learning the regularities or patterns in input data in such a way that the model can be used to generate or output new examples.

There are a large number of interesting applications of GANs thta you can apply to new domains such as Generate Photographs of Human Face, Face Aging, Super Resolution, Image-to-Image Translation etc

Course Objectives

Learners will be able to design advanced computational models using Generative Adversarial Network (GAN) and spearhead GAN applications to new domains

Course Outcomes

By the end of the course, learners will be able to

  • direct GAN modeling efforts across the organization
  • apply GAN computational methodologies to the problem.
  • design advanced computational model with Variational Autoencoders (VAE)
  • evaluate a broad range of GAN algorithms
  • spear the application of GAN algorithms to new domains
  • establish guidelines on GAN algorithm selection

Course Brochure

Download NICF – Computational Modeling with Generative Adversarial Network (GAN) Course Brochure

Skills Framework

This course follows the guideline of Computational Modelling ICT-DIT-5001-1.1 TSC under ICT Skills Framework

WSQ Funding

WSQ funding is only applicable to Singaporeans and PR. Subject to eligibility, the funding support is subjected to funding caps.

Effective from 1 Jan 2022
Full Fee GST Nett Fee after Funding (Incl. GST)
Normal MCES / SME
$800 $56 $456.00 $296.00

Normal: Singaporean/PR age 21 and above
MCES: Singaporean age 40 and above

Effective for courses starting from 1 Jan 2023
Full Fee GST Nett Fee after Funding (Incl. GST)
Normal MCES / SME
$800 $64.00 $464.00 $304.00

Normal: Singaporean/PR age 21 and above
MCES: Singaporean age 40 and above

WSQ TG Application Form

Eligible individuals and company can apply for WSQ TG. Please login to Skilleto and fill in the required details for grant application. Please click here to submit for WSQ TG

Please do not pay upfront. We will advise you on the eligibility and nett fee after registration. Company sponsored staff are eligible for Absentee Payroll.


After the WSQ subsidy, you can offset the nett fee by the following :

SkillsFuture Enterprise Credit (SFEC)

Eligible Singapore-registered companies can tap on $10000 SFEC to cover out-of-pocket expenses.Click here to submit SkillsFuture Enterprise Credit

SkillsFuture Credit

Eligible Singapore Citizens can use their SkillsFuture Credit to offset course fee payable after funding. Click here for SkillsFuture Credit submission

PSEA

Eligible Singapore Citizens can use their PSEA funds to offset course fee payable after funding. Click here for ad-hoc PSEA application form.

UTAP

Eligible NTUC members can apply for 50% cash rebate of the unfunded fee from UTAP, capped at $250 per year. Click here to submit UTAP

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