Samuel J. Cooper

Dr Sam Cooper is a Lecturer of energy science and materials design in the Dyson School of Design Engineering at Imperial College London. His PhD was on the characterisation and optimisation of battery and fuel cell electrodes through 3D imaging and simulation. His research group is primarily focused on developing next generation energy storage technologies.

Dec 4th 2023

Course Auditing

Coursera

Imperial College London

Categories

Effort

Languages

This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slope, before converting this to the formal definition of the gradient of a function. [...]

Mathematics for Machine Learning Specialization

Mathematics

Machine Learning

Multivariate Calculus

Gradient Descent

Multivariable Calculus

Dec 4th 2023

Course Auditing

Coursera

Imperial College London

40.00 EUR/month

Dec 4th 2023

Course Auditing

Coursera

Imperial College London

Categories

Data Science

Statistics & Data Analysis

Effort

Languages

In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these [...]

Mathematics for Machine Learning Specialization

Transformation Matrix

Dec 4th 2023