Artificial Intelligence (AI) is a specialisation in computer science which focus on creating intelligent machines to think and act like humans. The recent advancements of automation and big data processing make it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks efficiently and effectively.
We have all witnessed and experienced the smartphone revolution in the past decade and we are starting to see the AI revolution that will likely to have an even deeper impact on the world around us. This unique workshop combines AI with mobile apps development to create next generation intelligent applications.
In this two-day practical course, you will learn how to build and deploy TensorFlow models – Google’s leading open-source library for machine learning - on oth iOS and Android devices. You will get a hands-on experience by building four applications by the end of the class.
A basic understanding of programming concepts using python, Objective-C, Swift or Java is recommended before signing up for this workshop.
Upon completion of this course, you will pick up fundamental knowledge and skills in the following areas:
- Overview of Artificial Intelligence workflow
- Setting up Tensorflow, XCode, Android Studio
- Tensorflow Lite, CoreML and Transfer Learning
- Build an object detection application
- Build a speech recognition application
- Build an application that can describe images in natural language
- Build an application that can generate and enhance images with Generative Adversarial Network
Who should attend?
This course is designed for developers who are interested to know how to include AI in their mobile applications.
No prior AI knowledge is expected. However, participants should have a basic understanding of programming concepts using python, Objective-C, Swift or Java. Please bring your own laptop for the hands-on projects.
Participants will be awarded the Certificate of Attendance by Republic Polytechnic upon meeting 80% of the attendance requirement.
|Full Course Fee (Others)
||Singapore Citizens aged 40 & above
||SME-employed Singapore Citizens & SPR
||Singapore Citizens aged below 40 OR Singapore PR
*Payment may be made using SkillsFuture Credit.
*Fees reflected are inclusive of GST (Goods & Service Tax).
*From 1 July 2020, Workfare Training Scheme (WTS) and fee subsidy under WTS will cease. WTS will be
replaced by Workfare Skills Support Scheme (WSS). For more information on WSS, please refer to www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html
Republic Polytechnic reserves the right to make changes to the course fee and application closing dates without prior notice. The commencement of each course is subject to sufficient number of participants.
All information is accurate at time of publishing.