Multivariate Calculus
This course from Khan Academy provides an introduction to multivariate calculus covering topics such as multivariable functions, multivariable derivatives, integration of multivariable functions and the divergence theorem etc. Resource available at: Multivariate calculus …
Statistics 110: Probability
This MOOC from Harvard University provides an introduction and set of tools for understanding statistics and randomness. It covers topics such as conditioning, sample spaces, Bayes’ Theorem, univariate distributions, multivariate distributions, limit theorems and Markov chains. Resource available at: Probability …
Intro to Statistics
This course from Udacity introduces you to the techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics. Click the button below to find the resource …
All of statistics: A Concise Course in Statistical Inference by Larry Wasserman
This ebook by Larry Wasserman provides a broad background in probability and statistics with additional topics such as bootstrapping, estimation, and classification. Click the button below to find the resource …
Probability and Statistics
This introductory course from Khan academy covers basic concepts of probability and statistics including scatter plots, data distributions, two-way tables, probability, study design, normal distribution and binomial probability. Resource available on: probability and statistics …
Applications of Linear Algebra Part 1 and Part 2
This course focuses on matrix algebra with an emphasis on application. Part 1 focuses on applications of linear algebra in data mining and computer graphics. Part 2 offers a broader coverage of linear algebra and its applications. It covers topics such as …
Linear Algebra- Foundations to Frontiers
This course from University of Texas Austin introduces a unique approach to teaching linear algebra by connecting hand calculations, mathematical abstractions and computer programming. It covers linear transformations, vector spaces, solving system of equations, linear least-squares, and Eigenvalues etc. Resource available on: …
Linear Algebra
This linear algebra course from Khan academy will teach you about basics of linear algebra including vectors and spaces, matrix transformations and alternate coordinate systems such as orthogonal projections. Resource available on: Linear algebra …
Linear Algebra refresher course
The course attempts to provide the motivation for “why” linear algebra is important in addition to “what” linear algebra is. Students will learn concepts in linear algebra by applying them in computer programs. At the end of the course, you will have …
