Mathematics for Machine Learning: Linear Algebra

Tuition is $120 USD. Applications are due Anytime.

This program is for students who want to learn about linear algebra for machine learning. It's a non-degree program at Imperial College London that takes a few weeks to complete. The main advantage is that it helps students understand the math behind machine learning.

The curriculum includes specific subjects like vector spaces, linear transformations, and eigenvalues. Students will develop skills in problem-solving, critical thinking, and mathematical modeling. The program also includes hands-on components to help students practice their skills.

After completing this program, students can pursue careers like Data Scientist, Machine Learning Engineer, Research Analyst, or Quantitative Analyst. They can work in industries like technology, finance, or healthcare, and companies like Google, Microsoft, or IBM may hire them.

Imperial College London is a world-leading science and engineering university located in the heart of London. Founded in 1907, it is renowned for excellence in research, innovation and teaching across STEM fields. With over 20,000 students, including more than 8,300 international students, Imperial offers a global, diverse community and strong industry connections that enhance learning and employability.

Imperial’s academic portfolio spans research-led undergraduate and postgraduate programs across science, engineering, medicine and business, with some 102 programs available to students. The college’s reputation is reflected in exceptionally high ratings for teaching and classes, modern facilities and strong student satisfaction. Research centres and partnerships with industry provide practical experience, internships and access to cutting-edge laboratories that prepare graduates for leadership roles.

Life at Imperial combines intense academic focus with the cultural and professional opportunities of London. Campus facilities, accommodation options and student services support wellbeing and career development, while extracurricular clubs and societies foster community and leadership. For international students seeking rigorous STEM training, Imperial delivers world-class instruction, extensive research opportunities and a powerful alumni network that supports global careers.