showSidebars ==
showTitleBreadcrumbs == 1
node.field_disable_title_breadcrumbs.value ==
Singapore Management University (SMU) Singapore Management University (SMU) Singapore Management University (SMU)
SMU Academy

Main navigation

  • Home
  • About Us
    Overview
  • Courses & Programmes
    Course Finder Short Courses Full Certificates Industry Practice Master of Digital Economy (IPMDE) Industry Graduate Diplomas (IGDs) Internationalisation Series SkillsFuture Career Transition Programme (SCTP) SkillsFuture Level-Up Programme
  • Learning & Development for Companies
    Corporate Training Courses
  • Resources
    Events Insights News Videos & Webinars
  • FAQs
    FAQs Course Information SkillsFuture Credit
  • Contact Us
    Enquire Now Getting to SMU
  • OpenCerts Verifier
Next course starts on
30 Jul 2026 (Thu) See Full Schedule
Fee
SGD2,180* (as low as SGD780 after maximum funding) Learn More

Overview

The Lead module offers a fresh approach that trains participants to capitalise on the two most essential assets a leader has: 

1) Leadership talents and strengths
2) Talents and strengths of the people who comprise the organisation 

It addresses core issues related to talent management through scientific methods of talent profiling, nurturing and thereby ensuring performance and retention. The takeaways from this module help learners to create and sustain high-impact leadership within their organisations.

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
17 Aug 2026 (Mon) See Full Schedule
Fee
SGD1,744* (as low as SGD624 after maximum funding) Learn More

Overview

This workshop aims to provide practical knowledge of the activities involved in fundraising for corporations as private companies and public companies. It also reviews the process of planning for and achieving a successful IPO and finally, it covers key aspects of corporate restructuring resulting from mergers & acquisitions, management buyouts (MBO), leveraged buyouts (LBOs), privatisations and financial distress.

The topics covered include:

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
9 Jul 2026 (Thu) See Full Schedule
Fee
SGD2,180* (as low as SGD254 after maximum funding) Learn More

Overview

In this 2-days course, our trainer will deliver an overview of exciting and relevant technical areas essential for anyone who wants to find out more about IoT.

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
28 Jul 2026 (Tue) See Full Schedule
Fee
SGD2,616* (as low as SGD304.80 after maximum funding) Learn More

Overview

Participants will learn how to apply descriptive and inferential statistical techniques to real-world datasets, ensuring data integrity and actionable insights. By addressing critical topics such as data distribution, hypothesis testing, and bootstrapping, this module equips participants with the skills needed to handle data variability, identify patterns, and make informed decisions for Artificial Intelligence success. The focus is on practical applications, allowing participants to bridge the gap between theory and real-world problem-solving.

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
7 Jul 2026 (Tue) See Full Schedule
Fee
SGD2,616* (as low as SGD304.80 after maximum funding) Learn More

Overview

Participants will learn how to streamline data extraction, transformation, and loading (ETL) processes while ensuring data quality for machine learning workflows. By mastering Python libraries and tools, they will create interactive dashboards and visualisations that enable actionable insights. This module forms the backbone of an efficient machine learning pipeline, preparing participants to handle real-world data challenges confidently. 

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
16 Sep 2026 (Wed) See Full Schedule
Fee
SGD1,744* (as low as SGD203.20 after maximum funding) Learn More

Overview

This module is part of a sequential programme and is not available on a standalone basis.

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
18 Aug 2026 (Tue) See Full Schedule
Fee
SGD2,616* (as low as SGD304.80 after maximum funding) Learn More

Overview

Participants will explore core algorithms, such as linear regression, decision trees, and ensemble methods, and learn how to apply them to real-world datasets. The module also introduces model evaluation techniques to ensure reliability and accuracy and provides hands-on experience in deploying models using modern tools and platforms. By the end of this module, participants will be proficient in building and operationalising machine learning models for diverse business applications. 

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
28 Oct 2026 (Wed) See Full Schedule
Fee
SGD1,744* (as low as SGD203.20 after maximum funding) Learn More

Overview

This module is part of a sequential programme and is not available on a standalone basis.

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
8 Sep 2026 (Tue) See Full Schedule
Fee
SGD2,616* (as low as SGD304.80 after maximum funding) Learn More

Overview

Participants will explore key algorithms such as clustering (e.g., K-Means, hierarchical clustering) and dimensionality reduction methods (e.g., PCA, t-SNE) to analyse complex datasets. The module also covers advanced applications such as latent space exploration and recommendation systems, providing participants with the tools to extract actionable insights. With a strong focus on practical use cases, participants will gain hands-on experience applying unsupervised learning techniques to real-world business challenges.

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire
Next course starts on
7 Oct 2026 (Wed) See Full Schedule
Fee
SGD1,744* (as low as SGD203.20 after maximum funding) Learn More

Overview

This module is part of a sequential programme and is not available on a standalone basis.

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.

Loading...

Loading schedule information...

You might also be interested in

  • Overview
  • Intake Information
Enquire

Pagination

  • Previous page ‹‹
  • Page 21
  • Next page ››
Subscribe to Digitization, Technology & Intelligent Systems
Chatbot
Hey, chat with me!

SMU Academy Chatbot

Directions & Carpark

  • Maps & Directions
  • Carpark Information

Courses

  • Course Finder
  • Short Courses
  • Full Certificates
  • Industry Practice Master of Digital Economy (IPMDE)
  • Industry Graduate Diplomas (IGDs)
  • Internationalisation Series
  • SkillsFuture Career Transition Programme (SCTP)

Explore

  • Why Choose Us
  • Frequently Asked Questions
  • Course Policies
  • Code of Conduct

Get in Touch

  • Contact Us
  • In-Person Enquiries

Follow Us On

  • Facebook
  • LinkedIn
  • Instagram
  • TikTok
  • Terms of Use
  • Website Feedback
  • Report Whistleblowing
  • Personal Data Protection
  • Facebook
  • Instagram
  • Twitter
  • LinkedIn
  • YouTube
  • SoundCloud
  • TikTok
© 2026 Singapore Management University. All Rights Reserved.