Course Catalog

Unlock the power of linear algebra to conquer data science, machine learning, and AI. This intensive course transforms you into a math ninja, ready to tackle real-world challenges with practical skills and unshakeable confidence.

Gain the linear algebra skills you need for a career in data science, machine learning, or AI. Learn essential concepts, solve problems manually, and explore real-world applications.

Review essential pre-requisites and master vector fundamentals, including norms, operations, and the applications of the dot product.

Master linear transformations and matrices to gain essential problem-solving skills sought after in fields like data science, machine learning, and engineering.

Master matrix factorization techniques and vector space concepts for applications in data compression, image processing, recommendation systems, and more.