Overview
Part of the ModularMaster Certificate in Data Science & Artificial Intelligence programme
This two-day course provides a comprehensive understanding of the characteristics of big data and practical hands-on experience in data exploration using Python. It emphasises accessing data via APIs (Application Programming Interface) and converting common file formats into suitable data formats for analysis. Data profiling techniques, including column profiling for descriptive statistics and cross-column profiling for bivariate and multivariate analysis, will also be explored.
Course details
Course dates:
Currently unavailable.
Course duration:
2 days, 9.00 AM – 5.00 PM
Who should attend
This course is suitable for participants looking to enhance their data exploration skills.
Prerequisites
- Participants should preferably have passed mathematics at GCE ‘O’ Level or equivalent.
- Participants should be conversant with basic IT skills such as software installation, file management and web navigation.
- Participants are encouraged to complete the Foundation of Data Science before enrolling in this course.
- Participants are required to pass a pre-course assessment to ensure participants have the requisite knowledge of Python programming. This assessment can be waived if participants have completed both Fundamentals in Python (Basic) and Fundamentals in Python (Intermediate).