The course is an introduction to classical Machine Learning technique using Python and Scikit-Learn. It introduces learners to basic machine learning steps from data preparation to evaluation of machine learning models.

With the large amount of data generated daily, Natural Language Processing (NLP) plays a significant role in our daily life, affecting how we search for information online to how companies interact with customers.

This programme is focused on experiential learning through case studies workshops site visit tour and meeting potential partners to enable participants to flourish in the dynamic world of business and expand into the new market with the use of Artificial Intelligence (AI) technology.

This course equips executives with the knowledge and strategies to effectively manage risks associated with mergers and acquisitions (M&As), with a specific focus on customer experience (CX) while leveraging Gen AI and AI tools in due diligence.

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.

Obtain the ModularMaster in Data Science via the programming track or non-programming track. These select courses offered by SUTD Academy ensure relevance and application to the industry, and offer a rigorous data science curriculum to help busy professionals achieve the credential.

Be equipped with the technical skills and practical knowledge needed to meet the growing demand for data science and artificial intelligence (AI) expertise across various industries. This programme provides a strong foundation in key data science concepts, machine learning techniques, and AI applications.

A collaboration between SUTD and SingHealth, this programme addresses the specific data science and AI needs within Singapore’s healthcare landscape by combining SUTD’s expertise in data science and artificial intelligence with the insights of SingHealth’s clinicians.

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.