Imperial College London
Online Courses
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Mathematics for Machine Learning Specialization
Description For a lot of higher level courses in Machine Learning and Data Science, you find you need to freshen up on the basics in mathematics – stuff you may have studied before in school or university, but which was taught in another context, or not very intuitively, such that you struggle to relate it…
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Statistical Analysis with R for Public Health Specialization
Description Statistics are everywhere. The probability it will rain today. Trends over time in unemployment rates. The odds that India will win the next cricket world cup. In sports like football, they started out as a bit of fun but have grown into big business. Statistical analysis also has a key role in medicine, not…
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Advanced App Development in Android Specialization
Description This Specialization is intended for learners with basic knowledge in Android app development seeking to develop knowledge in computer graphics and virtual reality in Android. Through the 4 courses, you will learn basic computer graphics theories and practical implementations of 3D graphics, OpenGL ES, and Virtual Reality on Android which will prepare you to…
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Epidemiology for Public Health Specialization
Description Thousands of new epidemiological studies are conducted every year and their results can have a profound impact on how we live our lives. Decisions regarding the food you eat, how much you exercise, where you live and what treatment you will follow if you get sick are made based on data from such studies.…
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Foundations of Public Health Practice Specialization
Description This specialisation will enable you to reflect on and cultivate the behaviours you require to become an effective public health professional –whether as an academic, practitioner, clinician, manager or leader.The specialisation is shaped into four courses covering the origins of public health, health improvement, behaviour change, and health protection. The specialisation will draw upon…
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Introduction to Android graphics
Description This course will bring you up to speed with the fundamentals of 2D graphics and 3D graphics in Android. This course provides the ideal primer for more advanced courses and applications, for example, OpenGL, as well as Virtual Reality in Android. This course is unique because it covers the key concepts and theory of…
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Logistic Regression in R for Public Health
Description 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 features that need special attention. In a word, they’re messy. Like the others in the series, this…
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Linear Regression in R for Public Health
Description 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 it worse are clearly vital parts of this. This requires the development of statistical…
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Introduction to Statistics & Data Analysis in Public Health
Description 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 to take a data set you’ve never seen before, describe its keys features, get…
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Mathematics for Machine Learning: Linear Algebra
Description 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 to solve problems. Finally we…