Robotics Process Automation (RPA) with Machine Learning and AI for Business

Course Date:
10 to 11 Oct 2022

Registration Period:
20 Jul to 14 Sep 2022

Duration:
16 hours / 2 days

Time:
9:00am to 5:00pm

Mode of Training:
Facilitated Learning (F2F)

Venue:
Singapore Polytechnic


Course Introduction

This course provides participants with the knowledge of Integrating Robotic Process Automation (RPA) with Machine Learning and Artificial Intelligence (AI). Participants will learn through hands-on exercises, on how to use RPA to extract information from different digitised documents using machine learning functionality and to develop data mining model to predict future business transaction through the use of AI.  


Course Objective

This course aims to equip business users and IT support with the advance-level of skills to create useful Robotic Process Automation (RPA) scripts to automate more complex business processes leveraging on Machine Learning and/or Artificial Intelligence (AI). They will learn how to achieve this through using a RPA software.


Course Outline

By the end of the course, participants will be able to: 
1. Explain how RPA leverage on Machine Learning and AI to process different business document types.
2. Apply RPA software to develop scripts to process different business documents through the use of machine learning model 
3. Apply RPA software to develop scripts to integrate with machine learning model to predict future business transaction and decision.

Topics to be covered

1. Introduction to RPA with Machine Learning and AI
2. Develop and modify RPA scripts to process different business document types 
3. Introduction to Data Mining Model
4. Create a data mining model using Azure Machine Learning Studio 
5. Develop RPA scripts to integrate with Web service API

Suitable for

RPA Developer / Business Analyst / IT Consultant / Tech Support. 


Minimum Entry Requirements / Assumed Skills and Knowledge

Participants must be computer literate and have intermediate/advanced knowledge in MS Office such as Outlook, MS Excel and MS Word. They must have completed the SP’s Robotic Process Automation and Intermediate RPA course or have used RPA application in some projects


Award / 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 Performance (electronic Certificate will be issued)
A Certificate of Performance will be awarded to participants who pass the examination and meet at least 75% attendance rate

Full Fees (before GST): $950.00
GST payable for all funding-eligible applicants*: $19.95
GST payable for others: $66.50

Applicants/EligibilitySkillsFuture FundingSubsidised Fee (after GST)
Singapore Citizens aged 40 and above1$855.00$114.95
Singapore Citizens aged below 40$665.00$304.95
Singapore Permanent Residents and LTVP+ Holders$665.00$304.95
SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders2$855.00$114.95
Others (Full fees payable)$0.00$1,016.50

*As per SSG’s policy, the GST payable is calculated based on 7% of the baseline funding subsidy of 70%

Singaporeans aged 25 years and above may use **SkillsFuture Credit balance to offset respective course fees.

1Under the SkillsFuture Mid-career Enhanced Subsidy. For more information, visit the SkillsFuture website here
2 Under the Enhanced Training Support for Small & Medium Enterprises (SMEs) Scheme. For more information of the scheme, click here. To view SP’s list of similar funded courses, click here. Please submit the attached “Declaration Form for Enhanced Training Support Scheme for SME” together with your online application.


Funding Incentives

Please click here for more information on funding incentives.


Register Here

Eligible for SkillsFuture Credit
Terms and Conditions

*Please note that once the maximum class size is reached, the online registration will be closed. You may register your interest, and would be notified if there is a new run.

Application Procedure

1. All applications must be made via Online Registration at www.pace.sp.edu.sg
Course fees can be paid by the following payment modes:

a) Credit Cards, Internet Banking, NETS (Not Applicable for company sponsored)
For e-payment using Visa/Master cards and Internet Banking, please click on the ‘Make e-Payment’ button on the acknowledgement page to proceed.

b) For NETS payment, you can pay at:
Singapore Polytechnic
PACE Academy

c) For payment via PayNow, please enter the UEN No. T08GB0056ACET and indicate the invoice/registration number. 

*With effect from 1 August 2021, cheque payment will not be available 

2. All successful applicants will be notified with a letter of confirmation via email.