Courses and modules

Is the Metaverse a ‘shiny new object’, or is it the next big thing for business owners and marketers to understand and use to reach out, engage and convert customers?

Artificial Intelligence (AI) is increasingly being deployed in various apps and solutions worldwide. There is a growing recognition that AI needs to be placed within an ethical framework because of its unique aspects. Senior executives are usually held accountable for any lapses in AI ethics development and/or deployment.

ChatGPT, OpenAI’s text-generating AI chatbot, has attracted worldwide attention. Based on the first introduced Generative Pe-trained Transformer (GPT), ChatGPT has been greatly changing expectations and practices in industries and daily life in a revolutionary way.

With 3 million users in Singapore, Facebook/Instagram is one of Singapore’s and the world’s most used social media platform. Facebook/Instagram is recommended not just because of its reach but accessibility to its self-managed advertising platform. Some of the benefits of using Facebook advertising to reach your customers include easy-to-manage; quick set up, and appealing to wide reach. But is Facebook ads for everyone?

A comprehensive introduction to the fundamentals of Natural Language Processing (NLP) and Generative Artificial Intelligence, focusing on large language models and their latest advancements. Participants will learn how these Artificial Intelligence (AI) technologies process and generate human language, and explore their practical applications in solving real-world challenges.

This course covers the basis of symmetric key and public key cryptography and cryptographic hash functions.

This module, which is part of the “Professional Certificate in Innovative Supply Chain Transformation and Digital Intelligence”, introduces participants to the cutting-edge elements of next-generation supply chains and smart logistics. Covering the evolution, current trends, and the future direction of supply chains, it provides a solid foundation in understanding how digital technologies and innovative practices are transforming the logistics landscape. A significant focus is placed on real-world applications and the benefits these advancements bring to efficiency, sustainability, and competitive advantage.

How can we leverage on the digital age to build better workforces, better work-life and better organisations? How you can deep dive into people data with powerful people analytics to build energised and sustainable ecosystems?

This course serves as an introduction to deep learning and introduces the PyTorch framework to students, which is the most used Python framework for prototyping Neural Networks and Deep Learning models. During this course, the students will study the implementation of a shallow neural network, and discuss typical issues and good practices related to training such models.

This course provides an overview of the data science lifecycle. It emphasises the importance of formulating clear business questions, understanding stakeholders, acquiring and preparing data, and conducting simple data analysis.