Certificate of Achievement
has completed and passed the requirements of the following course:
Fundamentals of Data Science - Technical
June 5, 2023
The course required the student to understand the key concepts of Data Science as applied in industry. Data Collection and management were implemented using MongoDB; statistical analysis was produced using Python, and visualisations were generated using Bokeh. Together these provide the foundations of a career in Data Science.
Regius Professor Dame Wendy Hall
Professor Leslie Carr
Director of the Web Science Institute,
University of Southampton
UK AI Skills Champion https://wendy.ecs.soton.ac.uk/
CPD Programme Director,
University of Southampton
Presented by the Web Science Institute at the University of Southampton
Alexandra Karamitrou
Alexandra Karamitrou
Fundamentals of Data Science - Technical
The student will be able to:
Understand the key concepts in Data Science, including their real-world applications and the toolkit used by data scientists;
Explain how data is collected, managed and stored for Data Science;
Implement data collection and management scripts using NodeJS and MongoDB;
Demonstrate an understanding of statistics and machine learning concepts vital for Data Science;
Produce Python code to statistically analyse a dataset;
Critically evaluate data visualisations based on their design and use for communicating stories from data;
Plan and generate visualisations from data using Python and Bokeh.
Issued on
June 5, 2023
Expires on
Does not expire