Introduction to compressed sensing with MATLAB code
JLAB is a set of Matlab functions I have written or co-written over the past fifteen years for th...
Free electronic book with articles on using MATLAB for teaching and research in engineering
Exploratory and objective data analysis methods with MATLAB.
Application of probability theory to linear regression, hypothesis testing and Bayesian inference
Optimization packages developed with MATLAB from Stanford University.
Bootcamp in Quantitaive Methods at Harvard Medical School using MATLAB and SimBiology
Recorded webinar on multivariate classification for bioinformations and computational biology
Software Carpentry is an online video training program directed towards engineers and researchers.
Introduction and exercises in probability and statistics.
This is a first course in scientific computing using MATLAB for scientists and engineers.
Large-Scale Numerical Optimization Course at Stanford
動学的一般均衡モデル（Dynamic General Equilibrium Models: DGE model）のMatlab codeおよびマニュアル
Teaches you the basics of Matlab without requiring any previous experience of programming.
Functions for gathering, analyzing, and processing biomechanics data.
Code and course materials for molecular simulations from UC Berkeley.
Course materials and code for Applications of Modern Physics.
A short introduction to MATLAB including programming, image analysis, statistics, and data import.
The Genetic and Evolutionary Algorithm Toolbox (GEATbx) by Hartmut Pohlheim
Toolbox for robust statistics, covering multivariate and regression analyses
Theory and techniques of optimization with genetic algorithms, with MATLAB examples
Carnegie Mellon blog on use of MATLAB in Chemical Engineering, with examples, tutorials and tips
Laboratory exercises and associated MATLAB simulations from classical statistics to quantum physics
A freshman seminar gives students experience in geological and geophysical research using MATLAB
Lecture materials, assignments & related MATLAB files for course by MIT prof Tommi Jaakkola
De IMC leert basisvaardigheden in gebruik van MATLAB als rekengereedschap voor technische problemen.
Focused on topics of optimization and simulation (linear & dynamic programming, optimality, etc)
Introduction to general concepts of probability, statistics and data analysis using MATLAB
Overview of statistics, concentrating on statistical techniques in science and industry
Textbook, videos, lectures, assignments, & MATLAB code by Purdue University prof Supriyo Datta
University of Illinois researchers explain how climate changes affect the ecosystem
Shows how a MATLAB can be used to solve problems in many areas of Mechanical Engineering
Advanced textbook on nonparametric statistics using MATLAB and Statistics Toolbox
Course on application of orthogonal function and singular spectrum analysis, with MATLAB homeworks
Undergraduate course on time series analysis in geology, with MATLAB data sets and examples
Set of lectures and introduce physics and data analysis concepts to undergraduate students
Comprehensive textbook on theory & implementation of Monte Carlo techniques (with MATLAB examples)
Undergraduate textbook on exploratory data analysis, statistical modeling, and machine learning
Textbook on fundamentals of machining dynamics and process performance (with MATLAB examples)
Textbook on theory and application of probability and random processes (upper-level undergraduate)
Textbook covering fundamentals of Monte Carlo simulation and their application in finance
Videos introducing the use of MATLAB for engineering computations and data analysis
Tutorial introduction to MATLAB programming and its application in data analysis and simulation
Introduces MATLAB for solving engineering problems, visualization and simulation
Demonstration of the principles of Monte Carlo simulations as applied to finance.
Tutorial and documentation by Marco Zuliani at University of California, Santa Barbara