(SCTP) Graduate Certificate in Fundamentals in Data Science

Modules

1. Foundation of Data Science

Foundation of Data Science is a practical course which will provide participants with the fundamental knowledge, skills and abilities to extract, transform, analyse and model data.

This programme provides an overview of data science and machine learning. Participants will learn through hands-on practices to prepare data for analysis, develop testing methods for statistical models, operationalise machine learning models and identify and communicate business insights to both technical and non-technical audience.

Dates (SCTP Class)
2024 – Jul 2, 6, 9, 13, 16, 20, 23, 27, 30 (consultation), Aug 6 (presentation)

Weekday evening: 7pm to 10.30pm
Weekend Sat: 9am to 12.30pm

Visit Course Page

2. Data Storytelling with Visualisation

Data visualisation helps us to identify patterns, trends, understand relationships and provide better data presentation through visuals such as graphs, charts, and information visuals.

This course will be leveraging real business data and examples to illustrate the application of data storytelling and visualisation tools. Students are expected to work in groups to complete a case study using either Tableau or PowerBI, demonstrating the application of data storytelling skills for their final project.

Dates (SCTP Class)
2024 – Aug 20, 24, 27, 31, Sep 3, 7, 10, 14, 17 (consultation), 24 (presentation)

Weekday evening: 7pm to 10.30pm
Weekend Sat: 9am to 12.30pm

Visit Course Page

3. Relational Database Management Systems

In this course, participants will learn to access and communicate with databases using RDBMS tools over the first four days. Participants will be equipped with the skills necessary to store a large structural dataset within an RDBMS tool which enables them to efficiently prepare the dataset for data analysis. The last day will be allocated for a project where participants are given the opportunity to demonstrate their skills and knowledge.

Dates (SCTP Class)

2024 – Oct 1, 5, 8, 12, 15, 19, 22, 26, 29 (consultation), Nov 5 (presentation)

Weekday evening: 7pm to 10.30pm
Weekend Sat: 9am to 12.30pm

Visit Course Page

What’s next

Find out more

Mailing list

Subscribe to our mailing list and learn about the latest developments in SUTD Academy.

Get in touch

Submit an enquiry or schedule a call with our friendly team at +65 6499 7171.