Beginning on 14 September 2020, the degree is one of the first online courses that focuses on Machine Learning and its applications.
The online part-time degree will teach students in the computational, mathematical and statistical foundations of Machine Learning. Applications are now open on the College website.
Students will also have the opportunity to work with industry-standard tools like PySpark and PyTorch to develop and apply their Machine Learning and data science skills. Over the coming year a number of specialisation courses will be released which will give students the opportunity to explore these diverse areas.
This Master's course aims to accelerate learners' careers in engineering or data science, supporting them to choose a path that’s right for their skill set. This could be as a data scientist, a machine learning engineer, or a computational statistician.
What topics will the degree cover?
The Machine Learning and Data Science MSc will train students in the computational, mathematical, and statistical foundations of machine learning, preparing them for the most advanced engineering roles in areas such as AI, Data Science and Machine Learning.
"[We are] equip[ping] the data scientists and Machine Learning specialists we train with the skills to ethically apply these techniques to their future work."Professor Niall AdamsDepartment of Mathematics
Professor Niall Adams, one of the course leaders for the new degree, said: "The degree integrates training in ethics and the limitations of Machine Learning in order to equip the data scientists and Machine Learning specialists we train with the skills to ethically apply these techniques to their future work.
"This is a rigorous programme with a deep focus on the foundations of Machine Learning; applicants should have an undergraduate degree in a subject such as computer science, mathematics, statistics, economics, or physics."
Imperial's Machine Learning heritage
The College is world-renowned for its Data Science and Machine Learning expertise. One of the first high-level programming languages, Autocode, was invented at Imperial, and the university has more than 600 people working in areas related to AI, Data Science and Machine Learning.
Imperial's alumni are also having a big impact in the world of Data Science, with one start-up,Improbable, recently valued at $1billion. Alum, Peter Lipka (MEng, Computing 2011) founded the company which uses cloud-based distributed computing to enable the creation of virtual worlds for use in games and massive scale simulations of the real world.
In April 2018 the College's reputation was confirmed by the decision by the UK government tolaunch its £1bn artificial intelligence fundon the campus. The deal, announced by Business Secretary Greg Clark and then Digital Secretary Matt Hancock, will fund 1,000 new government AI PhDs to keep the UK at the forefront of innovation and build the UK’s status as an AI research hotspot.
There is an enormous demand for Data Science professionals globally, with the sector estimated to contribute £630bn of value to the UK economy alone by 2035. The next generation of Machine Learning and Data Science leaders will have to be prepared not only to exploit these opportunities, but also to grapple with a number of global challenge