Principles of Data Science
Programme Overview
Data Science is successfully adding value to all business models by using statistics and deep learning to make better decisions. A growing number of companies are now hiring data scientists to analyse data and predict possible situations and risks for businesses.
This course is designed for students with an interest in data science. Students will develop an extensive understanding of it and hear from industry experts on data science applications.
Students are introduced to the basic theory of data science and develop a technical understanding as well as business awareness of data science. Students will have the advantage of an enhanced learning experience that will further develop their transferable skills, and learn about global challenges with relevant virtual tours and company visits.
Why Choose This Programme
This introductory programme uses group discussions, workshops, and guest speakers to enrich, enhance and develop business knowledge and practical skills in an engaging and supportive learning environment.
The sessions cover the following topics:
- History of Data & Data Science
- Statistical Foundation of Data Science
- Exploratory Data Analysis and Visualisation
- Machine Learning for Data Science
- Big Data Management and Cloud Computing
- Systems and Network Engineering
- Data Privacy and Ethics
Learning Outcomes
- To comprehend the concept of Data Science
- Develop an understanding of data analysis and visualisation
- Learn about data science products
- Understand real-world applications in data science and hear from industry experts
- Gain an understanding of data privacy and ethics
- Develop valuable professional skills in business model innovation and presentation
- Practice and improve their English language
Assessment
- Group work exercises
- A 2000-word essay and a presentation
