NUS RMI Certificate in Data Analytics for Banking Professionals (postponed)
15 to 29 October 2022
NUS RMI Certificate in Data Analytics for Banking Professionals (postponed)
Program Overview
This course is designed for banking professionals, who are not working in the data science domain, but need to apply data analytics to understand business performance and solve business problems. It will cover prevailing data analytics and modelling techniques such as data storytelling, diagnostic analytics and predictive analytics. In particular, Banking & Financial Sector case studies will be discussed in class.
Upon completion, the participants will be able to apply data analytics to answer questions such as “what is happening’’, “why does it happen?” and “what is going to happen”. Accordingly, they can obtain business insights from data and create value for their customers.
The participants will also learn how to use data analytics tools such as Tableau, R and/or Orange.
Who Should Attend
Banking professionals who are not data scientists by training but require data analytics to understand and solve business problems.
Prerequisite
University level statistics, good experience with excel
Sample Agenda
Data Story Telling
- Use relevant data to create a dashboard and tell a data story
- Software: Tableau
Predictive Modelling
- Apply Supervised Learning techniques such as regression and classification models to make predications for business performance and customer churn
- Software: R and/or Orange
Diagnostic Modelling
- Apply Unsupervised Learning techniques such as clustering and association models to discover insights from the data and solve business problems such as customer segmentation and product recommendation
- Software: R and/or Orange
Attendees are required to bring their own laptops for hands-on practices and simulations
Assessment
Group mini project(s) or individual hands-on exercises will be conducted and assessed at the end of each of three topics.
Lecturer
Dr. Guo Lei
Mr. Cai Yuhao
Program Date
15 October Saturday 2022 (9:30am-4:30pm with 1-hour lunch break)
22 October Saturday 2022 (9:30am-4:30pm with 1-hour lunch break)
29 October Saturday 2022 (9:30am-4:30pm with 1-hour lunch break)
Venue: TBC (subject to prevailing Covid-19 situation)
Program Fee
S$3,300 (subject to 7% GST).
Note: Please hold payment/SkillsFuture Credit claims until further instructions.
Discount
We are pleased to offer the following discount:
- 15% discount for signups before 16 September 2022
- 15% discount for signups of a group of 3 or more
Each participant who successfully completes the workshop will receive NUS RMI Certificate (with minimum 75% attendance).
Financial Training Scheme
This programme is approved for listing on the Financial Training Scheme (FTS) Programme Directory and is eligible for FTS claims subject to all eligibility criteria being met. Please note that in no way does this represent an endorsement of the quality of the training provider and programme. Participants are advised to assess the suitability of the programme and its relevance to participants' business activities or job roles.
The FTS is available to eligible entities, with the following funding level of programme fees subject to all eligibility criteria being met.
- 50% of direct training cost
- Singapore Citizens aged 40 years old and above will be eligible for 90% co-funding of direct training costs
FTS claims may only be made for programmes listed on the FTS Programme Directory with the specified validity period. Please note that there is a grant cap of S$2000. Click here or email funding@ibf.org.sg for more information.
The programme is listed under MAS SkillsFuture Study Award for Financial Sector.
All Singaporeans aged 25 and above can use their SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website to choose from the courses available on the Training Exchange course directory. Skillsfuture credits will be offset from the fees payable. Course Reference Number: TGS-2022012514
Registration
Frequently Asked Questions
For enquiry, please contact Ms Sinta Yowendra at Tel: 6516 7127 or Email: sinta@nus.edu.sg