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Building a Low-Code Application With Generative Artificial Intelligence

Topic:Data Analytics & Visualisation, Others

Course Type:Short & Modular Courses

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Overview

  • Course Date:

    TBA
  • Registration Period:

    TBA
  • Duration/Frequency:

    Wednesday (8.30am - 5.30pm)
  • Mode of Training:

    Classroom
  • Venue:

    Singapore Polytechnic
  • Funding:

    Eligible for SkillsFuture Credit

Generative Artificial Intelligence (AI) makes use of unsupervised learning algorithms for creating content and ideas including conversations, stories, images, videos, and music. In the workplace, Generative AI tools (such as ChatGPT, Bard, Dall-E) speed up the writing of computer code, help with composing presentations, and perform summarization.

This course is designed to introduce Generative AI tools, how they function and operate. Participants will learn how to harness these AI tools to efficiently streamline processes with automation, effectively design and develop applications. Also, participants will learn low-code mobile/web application development tool to design and develop applications, integrate them with Generative AI to automate manual processes and create rapid solutions.

Course Objective

The objective of this course is to equip participants with the knowledge and skills required to design and develop a smart application using Generative Artificial Intelligence (AI) and Low-Code mobile/web application development platform for rapid solutioning and prototyping.

Course Outline

By the end of the Course, participants will be able to:  
  • Explain Artificial Intelligence and Generative AI 
  • Describe types of Generative AI tools and explain how they function and operate 
  • Apply Generative AI tools (such as ChatGPT, Bard and Dall-E) to design and create contents  
  • Explain use cases for Generative AI 
  • Explain to Low-Code mobile application development 
  • Develop a simple mobile application with Microsoft Power Apps 
  • Integrate ChatGPT into Low-Code mobile application 
  • Debug and troubleshoot errors from application development 

Topics to be covered

  1. Introduction to Artificial Intelligence and Generative AI 
  2. Understanding Generative AI and its applications 
  3. Hands-on - Generative AI in real-world scenarios 
  4. Introduction to Low-Code application Development and its benefits 
  5. Overview of popular Low-Code platforms and tools and the Low-Code Lifecycle 
  6. Identify use cases for Generative AI in Low-Code Apps 
  7. Design user interfaces and interactions for Generative AI features 
  8. Integrate Generative AI (ChatGPT) into a Low-Code App 

Minimum Requirements

Basic Computer Literacy

Certification / Accreditation


• Certificate of Attendance (electronic Certificate will be issued)
A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate

• Certificate of Completion (electronic Certificate will be issued)
A Certificate of Completion will be awarded to participants who pass the assessment and meet at least 75% attendance rate

Suitable for

Software Engineer/Mobile Application Developer/AI & ML Application Developer/Business Development Executive/Sales and Support/Digital Designers/Curriculum Developers