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


Certification

Participants will be awarded the Certificate of Attendance by Republic Polytechnic upon meeting 80% of the attendance requirement.

 

Course Dates and Venue

Date  Venue   
22 January 2021 This course will be conducted online
18 February 2021 This course will be conducted online
12 March 2021 This course will be conducted online
8 April 2021 This course will be conducted online
21 May 2021 This course will be conducted online
10 June 2021 This course will be conducted online

If you are not available for the dates above, we would like to hear from you by clicking here

Course Duration

1 Day

Full Course Fee (Others) Singapore Citizens aged 40 & above SME-employed Singapore Citizens & SPR Singapore Citizens aged below 40 OR Singapore PR
$288.90
$28.89
$32.67
$86.67

Note:
*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.

Last updated on 20 Nov 2020

Need more help?

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

Fees quoted are inclusive of GST. Republic Polytechnic reserves the right to make changes to the course fees and application closing dates without prior notice. The commencement of each course is subject to a sufficient number of participants. All information is accurate at time of publishing.