Deep learning is a powerful machine learning tool for artifical intelligence and data sciences, with a wide range of real-world applications. This course aims at introducing basic concepts, numerical algorithms, and computing frameworks in deep learning. The emphasis is on the numerical algorithms, implementation in industrial computing framework, and examination on real data-intensive problems drawn from practical applications. At the end of this course, participants will acquire the basic understanding on the fundamentation of deep learning, master the most often used computational tools, and be able to use them to solve practical problems. Major topics include: Basics on learning theory, clustering, supervised learning, deep neural network, programming in python, tensor flow.
Participants should possess some knowledge in calculus and linear algebra at entry university level.
A total of 16 hours of lecture and 4 hours of practical work (in computing lab) would be taught over 5 days.
(This is a non-credit-bearing short course)
Course duration: 5 days
| Lecture | 16 – 19 November 2020 | 9am – 11am & 2pm – 4pm |
| Practical | 20 November 2020 | 9am – 11am & 2pm – 4pm |
Venue would be announced nearer the start date.
- Data Analysts
- Big Data Consultants
- Advertising Analysts
- Customer Insights Analysts
- Data engineers
- Data managers
- Marketing analysts
- Product managers
- Chief Technology Officer
- Chief Information Officer
- Chief Digital Officer
| Fees | International Participants | Singapore Citizens | Singapore PRs | Enhanced Training Support for SMEs | |
|---|---|---|---|---|---|
| 39 years old or younger | 40 years old or older | ||||
| Full Programme Fee |
$2,400.00 |
$2,400.00 |
$2,400.00 |
$2,400.00 |
$2,400.00 |
| Less: SSG Grant Amount |
$0.00 |
$1,680.00 |
$1,680.00 |
$1,680.00 |
$1,680.00 |
| Nett Programme Fee |
$2,400.00 |
$720.00 |
$720.00 |
$720.00 |
$720.00 |
| 7% GST on Nett Programme Fee |
$168.00 |
$50.40 |
$50.40 |
$50.40 |
$50.40 |
| Total Nett Programme Fee Payable, Including GST |
$2,568.00 |
$770.40 |
$770.40 |
$770.40 |
$770.40 |
| Less Additional Funding if Eligible Under Various Schemes |
$0.00 |
$0.00 |
$480.00 |
$0.00 |
$480.00 |
| Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes |
$2,568.00 |
$770.40 |
$290.40 |
$770.40 |
$290.40 |
Funding Schemes:
- SkillsFuture Mid-Career Enhanced Subsidy (MCES)
- Singaporeans aged 40 and above may enjoy subsidies up to 90% of the course fees.
- Enhanced Training Support for SMEs (ETSS)
- SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the course fees. For more details, click on Enhanced Training Support for SMEs.
Each participant is eligible for only one funding scheme.
For enquiries, please write to Ms Jenny YIP or call +65-6601 3592
Registration close on 1st October 2020
