Harnessing Data Science for Real Estate Analysis
- Analytics & Tech
2 days
Weekdays (9am - 5pm)
Who Should Attend
Property agents and executives employed by REITs, private real estate funds, real estate investment companies, property development companies, real estate consultants, investment banks, financial institutions, and government agencies
PREREQUISITES
There are no prerequisites for this programme. Prior knowledge on any of the topics is not required.
Overview
Real estate is the world’s largest asset class. Yet, for a large proportion of the industry, analysis and decision making remains unsophisticated, failing to take advantage of recent advances in data science and computing; decisions are made without rigorous, evidence-based, data-driven analysis. This course introduces some of the basic methods in the field, and provides hands-on practise with actual data sets in several cases. Participants will also learn how these methods are being applied in the industry, and how innovative business models are being built on the back of these techniques.
Dates: [To be determined]
Learning Objectives
- Understand the proptech landscape, emerging disruptive technologies, and the business opportunities and threats from applying data science to real estate
- Gain an insight into the value proposition different proptech startups unlock, to make more informed career and investment decisions.
- Leapfrog the competition in the real estate industry by understanding the possibilities at the forefront of technology
- Engage in smarter conversations with data scientists - know what’s possible, understand the terminology and techniques, and know what to ask for
- Know the techniques being used at the forefront of real estate data science, to develop a learning map for yourself or your organisation
- Experience hands-on learning with some of the key data science techniques in use today
Assessment
As part of the requirement for SkillsFuture Singapore, there will be an assessment conducted at the end of the course. The mode of assessment, which is up to the trainer’s discretion, may be an online quiz, a presentation or based on classroom exercises.
Participants are required to attain a minimum of 75% attendance and pass the associated assessment in order to receive a digital Certificate of Completion issued by Singapore Management University.
Calculate Programme Fee
Fee Table
| COMPANY-SPONSORED | |||
|
PARTICIPANT PROFILE |
SELF-SPONSORED |
SME |
NON-SME |
|
Singapore Citizen < 40 years old Permanent Resident LTVP+
|
$654 (After SSG Funding 70%) |
$254 (After SSG Funding 70% |
$654 (After SSG Funding 70%) |
|
Singapore Citizen ≥ 40 years old |
$254 (After SSG Funding 70% |
$254 (After SSG Funding 70% |
$254 (After SSG Funding 70% |
|
International Participant |
$2,180 (No Funding) |
$2,180 (No Funding) |
$2,180 (No Funding) |
All prices include 9% GST
Please note that the programme fees are subject to change without prior notice.
Post Secondary Education Account (PSEA)
PSEA can be utilised for subsidised programmes eligible for SkillsFuture Credit support. Click here to find out more.
Self Sponsored
SkillsFuture Credit
Singapore Citizens aged 25 and above may use their SkillsFuture Credits to pay for the course fees. The credits may be used on top of existing course fee funding.
This is only applicable to self-sponsored participants. Application to utilise SkillsFuture Credits can be submitted when making payment for the course via the SMU Academy TMS Portal, and can only be made within 60 days of course start date.
Please click here for more information on the SkillsFuture Credit. For help in submitting an SFC claim, you may wish to refer to our step-by-step guide on claiming SkillsFuture Credits (Individual).Workfare Skills Support Scheme
From 1 July 2023, the Workfare Skills Support (WSS) scheme has been enhanced. Please click here for more details.
Company Sponsored
Enhanced Training Support for SMEs (ETSS)
- Organisation must be registered or incorporated in Singapore
- Employment size of not more than 200 or with annual sales turnover of not more than $100 million
- Trainees must be hired in accordance with the Employment Act and fully sponsored by their employers for the course
- Trainees must be Singapore Citizens or Singapore Permanent Residents
- Trainees must not be a full-time national serviceman
- Trainees are eligible for ETSS funding only if their company's SME status is approved prior to the course commencement date. To verify your SME's status, please click here.
Please click here for more information on ETSS.
Absentee Payroll
Companies who sponsor their employees for the course may apply for Absentee Payroll here. For more information, please refer to:
AP Guide (Non-SME Companies)
Declaration Guide (SME Companies)
Intake Information
Dates: [To be determined]
*Online registration will close 9 calendar days before the course start date
