Deep Learning for the Internet of Things

Short Course

Course Schedule	Duration (days)	Mode of Delivery	TGS Reference Number
To be advised	2	Classroom Learning	TGS-2025057142

Course Overview

In this course learners will learn about deep learning technologies and their usage in IoT. Topics covered include the limitations of neural networks and the motivation behind deep learning, handling time series with long-short term memories, autoregressive networks, generative adversarial networks, convolutational neural networks, and object tracking networks like YOLO and SSD. Learners will also look at how to compose multiple network architectures.

Course Objectives

By the end of this course learners will be able to design and build sophisticated deep learning neural networks to analyse, understand and react to IoT data.

Who Should Attend

IoT, Backend or Blockchain Engineers

Prerequisites

Bachelor’s Degree in Computer Science, Electrical Engineering, with programming knowledge. Other Bachelor Degree holders who can exhibit programming experience may also be considered. Learners must complete the Neural Networks for the Internet of Things course.

Enquire

Funding Available

SkillsFuture Funding

Enhanced Training Support

SFEC

UTAP

PSEA

Testimonials

A/Prof Colin really put in a lot of effort designing and implementing these classes. The combination of lectures, labs, assignments and quizzes are integrated seamlessly!

Chan Si MinIntake: 7 & 8 March 2024

Get this while it's hot. This is such a brillitant course, hands on, everything just works. Learning is at its best. Totally recommend Prof Colin Tan.

Richard LimIntake: 7 & 8 March 2024

Instructors

A/Prof Colin Tan Keng Yan

Course Fees

	Singapore Citizens		Singapore PRs	Enhanced Training Support for SMEs	International Participants
	39 years old or younger	40 years old or older	Singapore PRs	Enhanced Training Support for SMEs	International Participants
Full Course Fee	S$2,100.00	S$2,100.00	S$2,100.00	S$2,100.00	S$2,100.00
9% GST on Full Course Fee	S$189.00	S$189.00	S$189.00	S$189.00	S$189.00
SSG Funding	S$1,050.00	S$1,050.00	S$1,050.00	S$1,050.00	-
Additional Funding if Eligible under Various Schemes	-	S$420.00	-	S$420.00	-
Total Nett Course Fee Payable, including GST	S$1,239.00	S$819.00	S$1,239.00	S$819.00	S$2,289.00

Total nett course fee payable, including GST, after additional funding from various funding schemes.
Participants must fulfill at least 70% attendance and pass all assessment components to be eligible for SSG funding.
The applicable funding is for Singaporeans and Singapore PRs. This is subject to change and in accordance with SSG funding guidelines as of course commencement.
Please refer to our Terms and Conditions page for more information.

A/Prof Colin Tan Keng Yan

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