Imperial College London Courses

Mathematics for Machine Learning: Linear Algebra

9 reviews

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

A-level Mathematics for Year 12 - Course 1: Algebraic Methods, Graphs and Applied Mathematics Methods

13 ratings at edX

Develop your thinking skills, fluency and confidence to aim for an A* in A-levelmaths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

A-level Mathematics for Year 12 - Course 2: Calculus, Newton’s Laws and Hypothesis Testing

1 review

Develop your thinking skills, fluency and confidence to aim for an A* in A-level mathematics and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Regression in R for Public Health

503 ratings at Coursera

Aprenda a criar modelos estatísticos em R para analisar fatores que afetam doenças e resultados de saúde, focando em regressão linear e suas aplicações em saúde pública.

• Coursera
• 15 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Statistics & Data Analysis in Public Health

1462 ratings at Coursera

Learn essential statistical analysis for public health using R. Covers variables, distributions, hypothesis testing, and data interpretation. Gain practical skills to analyze real-world datasets and critically evaluate research findings.

• Coursera
• 15 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

A-level Mathematics for Year 13 - Course 2: General Motion, Moments and Equilibrium, The Normal Distribution, Vectors, Differentiation Methods, Integration Methods and Differential Equations

Develop your thinking skills, fluency and confidence to aim for an A* in A-level maths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

A-level Further Mathematics for Year 12 - Course 1: Complex Numbers, Matrices, Roots of Polynomial Equations and Vectors

Develop your thinking skills, fluency and confidence in A-level further maths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Logistic Regression in R for Public Health

357 ratings at Coursera

Learn to apply logistic regression to public health data using R. Covers odds ratios, model fitting, and variable selection. Gain practical skills analyzing real-world messy datasets to predict health outcomes.

• Coursera
• 12 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Survival Analysis in R for Public Health

312 ratings at Coursera

Explore survival analysis in R using real-world health data. Learn Kaplan-Meier plots, Cox regression, and model assessment techniques to predict patient outcomes and analyze time-to-event data.

• Coursera
• 11 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

A-Level Further Mathematics for Year 12 - Course 2: 3 x 3 Matrices, Mathematical Induction, Calculus Methods and Applications, Maclaurin Series, Complex Numbers and Polar Coordinates

Develop your thinking skills, fluency and confidence in A-level further maths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Further Mathematics Year 13 course 2: Applications of Differential Equations, Momentum, Work, Energy & Power, The Poisson Distribution, The Central Limit Theorem, Chi Squared Tests, Type I and II Errors

Develop your thinking skills, fluency and confidence in the applied mathematics content of A-level further maths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

A-level Mathematics for Year 13 - Course 1: Functions, Sequences and Series, and Numerical Methods

24 ratings at edX

Develop your thinking skills, fluency and confidence to aim for an A* in A-level maths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

A-level Further Mathematics for Year 13 - Course 1: Differential Equations, Further Integration, Curve Sketching, Complex Numbers, the Vector Product and Further Matrices

5 ratings at edX

Develop your thinking skills, fluency and confidence in A-level further maths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

PreMBA Essentials for Professionals

3 reviews

Gain essential quantitative and analytical skills in accounting, finance, math, and data analysis to excel in business and prepare for MBA studies. Personalized learning plans and real-world examples enhance your expertise.

• edX
• 24 weeks, 2-5 hours a week
• On-Demand
• $316.00
• 4 courses

Microcredential

Mathematics for Machine Learning

1 review

Gain essential mathematical foundations for machine learning, covering linear algebra, multivariate calculus, and dimensionality reduction with PCA. Build intuitive understanding and practical skills for advanced ML and data science.

• Coursera
• 17 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses