One of the most in-demand courses, Machine Learning is a specialized discipline within computer science, in which students study the art of programming computers to perform autonomously and learn from new inputs. Its applications encompass various career fields including business and marketing, law enforcement and social media.
Plenty of universities all over the world, especially in the US and the UK, offer Machine Learning degrees at graduate, undergraduate and postgraduate levels. Machine Learning may also be taken within Data Science degrees. In this case, machines are taught to interpret large data sets and learn patterns.
During the course, students are taught machine learning methods at an advanced level, combined with practical knowledge and experience with respect to their application to real-world problems. Upon completion, students may opt for a data scientist job, that of a computational statistician or a machine learning engineer.
Some of the modules covered are probabilistic modelling, unstructured data processing, anomaly detection and deep learning. Apart from a strong foundation in Mathematics and Statistics that in turn strengthen analytical skills, the student develops expertise in implementing machine learning solutions that are scalable. Another aspect that is explored is the ethical issues concerning machine learning. Machine Learning graduates acquire the ability to turn data into actionable forecasts and strategic decision-making skills for the organization.