Área de Conhecimento
Designação
Descrição
Tags


 
Mathematics

OpenStax – Contemporary Mathematics

Open textbook for quantitative reasoning, logic, finance, probability, statistics and mathematical modelling.

Calculus

MIT OCW – Single Variable Calculus

MIT course materials on limits, differentiation, integration, series and applications.

Calculus

MIT OCW – Multivariable Calculus

Course materials on vectors, partial derivatives, multiple integrals, vector fields and line integrals.

Calculus

OpenStax – Calculus Volume 1

Open textbook covering limits, derivatives, integrals and core single-variable calculus concepts.

Calculus

OpenStax – Calculus Volume 2

Open textbook covering integration techniques, sequences, series, parametric equations and polar coordinates.

Calculus

OpenStax – Calculus Volume 3

Open textbook covering vectors, vector-valued functions, multivariable calculus and vector calculus.

Calculus

Khan Academy – Calculus 1

Lessons and practice on limits, derivatives, integrals and applications of calculus.

Linear Algebra

MIT OCW – Linear Algebra

Gilbert Strang course materials on matrices, vector spaces, eigenvalues, linear transformations and applications.

Linear Algebra

MIT OCW – Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

Advanced matrix methods relevant to data science, optimisation, signal processing and machine learning.

Linear Algebra

Khan Academy – Linear Algebra

Lessons on vectors, matrices, transformations, determinants, eigenvectors and spaces.

Back to Course