An Introduction to Code-Free Machine Learning

For many, learning to code has always been the first and biggest obstacle into the world of computer science. Many people run into the hurdle of writing a simple line of code, much less developing a useful Artificial Intelligence (AI) program that can help them predict their customers’ preference and recommend a suitable product that meets their needs. 

With the recent advancements in AI and Machine Learning, the world is entering into a Code-free era where you can create your very own program without writing a single line of code! Using a variety of Code-free machines, you can teach machines to learn and apply these useful knowledge to solve everyday problems on their own. These Code-free machines often come in guided platforms, offering classic drag-and-drop functionality to fully automated machine learning services suitable for beginners and Machine Learning professionals alike. 

In this one-day hands-on workshop, you will learn to create many cool programs ranging from training an image classifier to building a book genre predictor with no code at all!

Learning Objectives

Upon completion of this course, you will gain a deeper understanding and practical knowledge on the following topics:

  • Overview of Machine Learning 
  • Machine Learning workflow
  • Solving a regression problem 
  • Training an image classifier 
  • Performing sentiment analysis
  • Building a book genre predictor

Who should attend?

This course is designed for anyone with a keen interest in making full use of data to make useful predictions.

Entry Requirement 

Participants should be IT-savvy and comfortable with performing basic software setup and configuration. Although no prior knowledge in AI is required, participants should have a basic understand and appreciation of AI or have completed the AI for Everyone – A Practical Experience Workshop


Participants will be awarded a certificate of completion upon meeting the 75% course attendance requirement.

For courses with assessment component, participants will be awarded the certification of completion upon passing the assessment. Otherwise, a certification of attendance will be issued instead upon meeting the 75% course attendance requirement.


Course Dates

Click "APPLY NOW" to check available course dates and to register.

Course Duration

1 day

If you are not available on the dates listed in our registration portal, we would like to hear from you by clicking here

Fees for 2022

Full course fee (with GST) Singapore Citizens aged 39 & below OR Singapore PR Singapore Citizens aged 40 & above SME-sponsored Singapore Citizens OR Singapore PR
$288.90 $86.67 $28.89 $32.67

Fees for 2023

Full Course Fees (with GST) Singapore Citizens aged 39 & below Singapore Citizens aged 40 & above Singapore PR SME-sponsored Singapore Citizens SME-sponsored Singapore PR
$291.60 $86.67 $28.89 $87.48 $32.67 $33.48
- Payment may be made using SkillsFuture Credit.
- Fees reflected are inclusive of Goods and Services Tax (GST). In line with the government fee freeze directive from 1 Jan to 31 Dec 2023, the fees in 2023 for Singapore Citizen will remain the same as 2022. RP will absorb the additional 1% GST for Singapore Citizen in 2023 only.

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. 

Last updated on 18 Jul 2023

Need more help?

If you are still unsure about which course to pursue, please contact our Academy for Continuing Education