ModularMaster Certificate in Data Science

Modelling Your Career

Data-driven. Now that's a word you would have heard umpteen times and no wonder because the environments we work in are starting to look a lot like they are. From what to watch next on Netflix, to dynamic ticket pricing on airlines, organisations and businesses are using data-driven approaches to improve efficiencies and make critical decisions.

Learners can choose from a selection of relevant modular programmes offered by SUTD Academy, Singapore Polytechnic and Nanyang Polytechnic. These select courses ensure relevance and application to the industry, and offer a multi-faceted approach from different institutions to help busy professionals to attain the ModularMaster in Data Science credential.

Course Information

Learners can choose from a selection of relevant modular programmes offered by SUTD Academy. These select courses ensure relevance and application to the industry, and offer a rigorous data science curriculum to help busy professionals to achieve the ModularMaster in Data Science credential. We are constantly designing and curating courses to the course list to ensure our curriculum remain relevant.

Course Structure and Pathways

Two Tracks
We have designed two tracks to cater to participants with different learning preferences.

​Participants who prefer to make use of programming can go for the modules under the Programming Track while participants who prefer to make use of readily available tools can embark on modules under the Non-Programming Track.

For participants who do not possess a programming background, you may also take on a Bridging pathway towards the Programming Track.

 

ModularMaster Certificate in Data Science (Non-programming)
Graduate Certificate in Fundamentals in Data Science​
Complete all 3 modules

+

 Graduate Certificate in Data Analytics (Non-programming)​
Complete all 3 modules
Foundation of Data Science
Duration: 5 days		 Data Wrangling and Preparation with Excel
Duration: 5 days
Data Storytelling with Visualisation
Duration: 5 days		 Data Validation and Statistical Analysis with Excel
Duration: 5 days
Innovation by Design
Duration: 8 days		 Data Science Modelling with Excel
Duration: 5 days
 

ModularMaster Certificate in Data Science (Programming)
Graduate Certificate in Fundamentals in Data Science​
Complete all 3 modules

+

 Graduate Certificate in Data Analytics (Programming)​
Complete all 3 modules
Foundation of Data Science
Duration: 5 days		 Data Wrangling and Preparation with Programming
Duration: 5 days
Data Storytelling with Visualisation
Duration: 5 days		 Data Validation and Statistical Analysis with Programming
Duration: 5 days
Innovation by Design
Duration: 8 days		 Data Science Modelling with Programming
Duration: 5 days

We encourage anyone to join us for this exciting programme. And by anyone, we mean anyone - anyone who is generally curious with a great interest in finding out what data is, to making data magic through analysis and predictions. Whether it is exploring roles in data science for absolute beginners or career-switchers who are exploring additional skillset in data, across major industries, data is in demand in the age of Smart Nation. 

For the ModularMaster pathway, learners can mix and stack modules the way that best fit their learning goals as long as they add up to 72 subject credits within 2 years.

If you have not decided on pursuing the ModularMaster, you can always take up individual modules that are the most relevant to your learning goals.

Without subsidies and excluding GST, the full course fee of the ModularMaster Certificate in Data Science (Programming) is S$29,700.

Bridging Courses

Type Course Duration
Elective Fundamentals in Python (Intermediate) 5 days
Elective Fundamentals in Python (Basic) 5 days

Sam, 35, is looking to transition into a data analyst or data scientist role. Currently an Engineer, Sam is proficient in Java programming and has some experience working with Python and is looking to put his eye for numbers into data science.

Sam is deciding between the Programming Track and Non-programming Track of the ModularMaster Certificate in Data Science programme. Which track should he choose?

Based on his learning objectives and aspiration to become a data analyst/scientist, together with his background and experience in programming; Sam would benefit most from going onboard the Programming Track.

The Programming Track is designed for learners who want to be able to perform data science tasks with the use of code, facilitating greater flexibility, and more expansive applications throughout the data science process.

Usha, 42, a stay-at-home mum is looking to return to work after 5 years. Previously a Marketing Associate, Usha is keen to learn data science because she has heard that it is a skill in demand, but Usha has no background in programming. She is keen to pursue a role as a business or market analyst.

Usha is deciding between the Programming Track and Non-programming Track of the ModularMaster Certificate in Data Science programme. Which track should she choose?

Based on her learning objectives and career goals; Usha would benefit most from going onboard the Non-Programming Track.

The Non-Programming Track is designed for learners who have no background in programming but with a strong interest in data science. This track allows such learners to acquire the skills and knowledge to navigate through the data science process with the use of tools and applications.

Usman, 26, a business graduate, is currently employed as a junior business analyst at a local manufacturing firm. His mentor has advised him to deepen his skills in data science to prepare him for career advancement. Usman has no background in programming but he regards it to be an important skillset should he want to progress in his career.

Usman is deciding between the Programming Track and Non-programming Track of the ModularMaster Certificate in Data Science programme. Which track should she choose?

Based on his learning objectives and career goals; Usman would benefit most from going onboard the Programming Track.

However, with no prior experience in programming, he may find it challenging to go directly for the Programming Track.

Usman can take on modules from the bridging track to gain the confidence and proficiency to prepare him for the Programming Track.

The Non-Programming Track is designed for learners who have no background in programming but with a strong interest in data science. This track allows such learners to acquire the skills and knowledge to navigate through the data science process with the use of tools and applications.

Partner Institutions

We have partnered tertiary institutions to provide alternative pathways towards our ModularMaster certificate.

Singapore Polytechnic

Graduates from the Specialist Diploma in Data Science in the below domains will be able to utilise up to 12 subject credits to offset from the stipulated 72 subject credits when applying for the ModularMaster in Data Science certificate.

Nanyang Polytechnic

Graduates from the Specialist Diploma in the below domains will be able to utilise their corresponding subject credits to offset from the stipulated 72 subject credits when applying for the ModularMaster in Data Science certificate.

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Frequently Asked Questions

You can visit the FAQ page for more information about the ModularMaster Certificate and Graduate Certificate programmes.

Policies and Financing Options

SSG Funding Terms and Conditions

Use of Personal Details

In consideration of the subsidy provided by SkillsFuture Singapore Agency (“SSG”) through the SUTD Academy for the Course,
 

I consent to:

The collection, use and disclosure to relevant third parties of my personal data by the SUTD Academy including but not limited to personal particulars, attendance records, assessment/performance records, for the following purposes:

  1. Reporting of national statistics and conducting of holistic continuing education training research and analysis;

  2. Facilitate the conduct of the relevant surveys and audits in relation to the Course;

  3. General administration of the Course including but not limited to processing of the subsidy provided by SSG;

  4. Publicity and marketing of the Course or other Courses to be provided by SSG or SUTD Academy; and

  5. SSG or its Appointed Auditors or Nominated Representatives to directly contact Course Participant to obtain information deemed necessary for the purposes of conducting effectiveness survey or audits in relation to the Course.
     

I agree to:

  1. Attend and complete all lectures, class exercises, workshops and assessments;

  2. Complete the Course feedback at the end of the Course;

  3. Complete the post Course survey sent about 3 to 6 months after class attendance; and

  4. Sign up for a personal email account.

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SUTD Terms and Conditions

Methods of Payment

Learn more about the available payment modes.

Cancellation & Refund Policy

  1. If a written notification is sent to sutd_academy@sutd.edu.sg within 24 hours after course registration deadline there will be no cancellation charges. A full refund will be made. 

  2. No refund is provided if written notification is more than 24 hours after course registration deadline. SUTD Academy reserves the rights to collect the full fee amount from the participant.

Replacement Policy

Companies may replace participants who have signed up for the course by giving a 3-working day notice before the course commencement date to sutd_academy@sutd.edu.sg. Terms and conditions apply.

Registration Policy

  1. Course may be cancelled due to insufficient participants. SUTD Academy will not be responsible or liable in any way for any claims, damages, losses, expenses, costs or liabilities whatsoever (including, without limitation, any direct or indirect damages for loss of profits, business interruption or loss of information) resulting or arising directly or indirectly from any course cancellation.

  2. Course enrolment is based on a first-come, first-served basis.

  3. SUTD Academy reserves the right to change or cancel any course or instructor due to unforeseen circumstances. 

Types of Funding

Funding under Mid-Career Enhanced Subsidy ("MCES")

  1. MCES is an enhanced Subsidy to encourage mid-career individuals to upskill and reskill, thereby helping them to remain competitive and resilient in the job market. With this, all Singaporeans aged 40 and above will receive higher subsidies of up to 90% course fee subsidy for SSG-funded certifiable courses.

  2. Individuals/employers are not required to submit an application for the MCES. Those pursuing SSG-funded programmes will be charged the appropriate subsidised fees by SUTD Academy if they are eligible MCES. Individuals/employers will only need to pay the nett fee (full course fee after SSG's grant).

    For more info, please visit SkillsFuture website at https://www.skillsfuture.gov.sg/enhancedsubsidy

Funding under Enhanced Training Support for SMEs ("ETSS")

  1. ETSS is an enhanced funding to enable SMEs to send their employees for training.

  2. SMEs will enjoy subsidies of up to 90% of the course fees when they sponsor their employees for SSG-funded certifiable courses.

  3. In addition to higher course fee funding, SMEs can also claim absentee payroll funding of 80% of basic hourly salary at a higher cap of $7.50 per hour. SMEs may apply for the absentee payroll via the SkillsConnect system.

  4. To qualify, SMEs must meet all of the following criteria:
    - 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

    For more info, please visit SSG website at https://www.ssg.gov.sg/programmes-and-initiatives/funding/enhanced-training-support-for-smes1.html

Funding under Union Training Assistance Programme ("UTAP")

UTAP is a training benefit for NTUC members to defray their cost of training. This benefit is to encourage more union members to go for skills upgrading.

NTUC members enjoy 50% unfunded course fee support for up to $250 each year when you sign up for courses supported under UTAP (Union Training Assistance Programme).

For more info, please visit https://e2i.com.sg/individuals/ntuc-education-and-training-fund/.

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