MSc - Data Science and Machine Learning with Extended Professional Practice

University of Hertfordshire

This course is part of our master's programme in computer science. The MSc in Data Science and Machine Learning draws on our internationally recognised research in data science and machine learning. It is informed by the expertise of our academic staff and reflects current research and practice in the field. The course develops your understanding of how to obtain data from a range of sources, alongside key methods for data pre-processing, cleaning, analytics, and modelling. The course is delivered through a combination of core modules that develop both theoretical understanding and practical skills in data science and machine learning. You will cover key areas including data engineering and teamwork, real-world data science applications, mathematical and programming foundations, neural networks and machine learning, and responsible technology practice. In the final project, you apply your knowledge and skills to an independent, substantial piece of work in data science and machine learning. Technologies evolve each year to reflect advances in data science. You can expect to use tools such as Jupyter Notebook/Lab with Python libraries for visualisation and machine learning, PySpark, SQL, Git, MATLAB, R and more. Some modules include hands-on experience with Linux-based environments for developing and deploying data analysis workflows.