Imperial College London Courses

Mathematics for Machine Learning: Multivariate Calculus

9 reviews

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 f…

• Coursera
• 17 hours worth of material, 6 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Mathematics for Machine Learning: Linear Algebra

8 reviews

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…

• Coursera
• 18 hours worth of material, 5 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Mathematics for Machine Learning: PCA

3 reviews

This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. We'll cover some basic statistics of data sets, such as mean values and variances, we'l…

• Coursera
• 18 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Foundations of Public Health Practice: The Public Health Approach

1 review

The Public Health Approach course is the first instalment of the wider Foundations of Public Health Practice specialisation from Imperial College London's Global Master of Public Health (MPH). The scope and content of this course has been developed from…

• Coursera
• 12 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Linear Regression in R for Public Health

1 review

Welcome to Linear Regression in R for Public Health! Public Health has been defined as “the art and science of preventing disease, prolonging life and promoting health through the organized efforts of society”. Knowing what causes disease and what makes…

• Coursera
• 14 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Introduction to Statistics & Data Analysis in Public Health

1 review

Welcome to Introduction to Statistics & Data Analysis in Public Health! This course will teach you the core building blocks of statistical analysis - types of variables, common distributions, hypothesis testing - but, more than that, it will enable you…

• Coursera
• 15 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Health Coaching Conversations

1 review

Are you a healthcare practitioner or student in a healthcare field? Do you want to learn how to have more empowering conversations with your patients and support them to take control of their own health and wellbeing? Are you looking for a course to star…

• Coursera
• 5 hours worth of material, 4 weeks long
• 5 days from now (8th Dec)
• Free Online Course (Audit)

Creative Thinking: Techniques and Tools for Success

14 reviews

This course will equip you with a ‘tool-box’, introducing you to a selection of behaviours and techniques that will augment your innate creativity.

• Coursera
• 19 hours worth of material, 7 weeks long
• 29th Nov, 2021
• Free Online Course (Audit)

Survival Analysis in R for Public Health

Welcome to Survival Analysis in R for Public Health! The three earlier courses in this series covered statistical thinking, correlation, linear regression and logistic regression. This one will show you how to run survival – or “time to event” – analysi…

• Coursera
• 11 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Logistic Regression in R for Public Health

Welcome to Logistic Regression in R for Public Health! Why logistic regression for public health rather than just logistic regression? Well, there are some particular considerations for every data set, and public health data sets have particular featur…

• Coursera
• 12 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Probabilistic Deep Learning with TensorFlow 2

Welcome to this course on Probabilistic Deep Learning with TensorFlow! This course builds on the foundational concepts and skills for TensorFlow taught in the first two courses in this specialisation, and focuses on the probabilistic approach to deep l…

• Coursera
• 52 hours worth of material, 5 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Developing the SIR Model

Compartmental modelling is a cornerstone of mathematical modelling of infectious diseases and this course will introduce some of the basic concepts in building compartmental models, including how to interpret and represent rates, durations and p…

• Coursera
• 21 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Foundations of Public Health Practice: Behaviour & Behaviour Change

The Health Protection course is the third instalment of the wider Foundations of Public Health Practice specialisation from Imperial College London's Global Master of Public Health (MPH). The scope and content of this course has been developed from the g…

• Coursera
• 16 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Foundations of Public Health Practice: Health Protection

The Health Protection course is the fourth instalment of the wider Foundations of Public Health Practice specialisation from Imperial College London's Global Master of Public Health (MPH). The scope and content of this course has been developed from the…

• Coursera
• 8 hours worth of material, 3 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)

Foundations of Public Health Practice: The Public Health Toolkit

The Foundations of Public Health Practice: The Public Health Toolkit builds on public health thinking (introduced in the previous course) and introduces a variety of core public health approaches (the toolkit) to conceptualising problems, conducting anal…

• Coursera
• 14 hours worth of material, 4 weeks long
• 3 days from now (6th Dec)
• Free Online Course (Audit)