Computers (multidisciplinary)

Open Courseware (Multidisciplinary - Computer Science and IT with applications in other disciplines) and Resources

Wolfram Demonstrations Project

brings computational exploration to the widest possible audience, open-code resource that uses dynamic computation to illuminate concepts, free player runs all demos: Browse Latest, Random Selection, FAQs, Authoring area

The Mathematics of Computation

mathematics for modeling and reasoning about problems in computer science, useful applications, proof methods to reason about recursive and iterative programs, data structures (graphs, trees, sets, functions and their asymptotic growth, combinatorics and probability, regular languages and finite automata)

Probabilistic Systems Analysis and Applied Probability

formulation and solution in sample space, random variables, transform techniques, simple random processes and their probability distributions, Markov processes, limit theorems, and elements of statistical inference: Readings, Recitations, Tools, Related Resources

Computing for Biomedical Scientists

abstraction as mechanism for problem decomposition & solution formulation, computer representation, storage, retrieval, and manipulation, programming paradigm choice on problem-solving approaches, data structures & algorithms, knowledge representation schemes, principles of data modeling for efficient storage & retrieval: projects, related resources

Medical Computing

medical science and practice in age of automation & genome, analysis of computational needs of clinical medicine, approaches used to support those needs, examination of new technologies: readings, projects

Foundations of Algorithms and Computational Techniques in Systems Biology

describes and illustrates computational approaches to solving problems in systems biology, series of case-studies explored that demonstrate how an effective match between statement of a biological problem and selection of appropriate algorithm or computational technique can lead to fundamental advances, covering several discrete and numerical algorithms used in simulation, feature extraction, and optimization for molecular, network, and systems models in biology [Chinese version available]

Genomics and Computational Biology

relationships among sequence, structure & function in complex biological networks, realistic modeling of quantitative, comprehensive, functional genomics analyses, exercises (algorithmic, statistical, database, & simulation approaches & practical applications to medicine, biotechnology, drug discovery, genetic engineering), future opportunities & current limitations: readings, projects, study materials

Artificial Intelligence | Introduction to Robotics

modeling, design, planning and control of robot systems, brief survey of relevant results from geometry, kinematics, statics, dynamics and control: robotics foundations in kinematics, dynamics, control, motion planning, trajectory generation, programming and design
 

A First Course in Electrical and Computer Engineering

exposure to the types of problems that electrical and computer engineers are asked to solve: Complex Numbers, functions e^x and e^jΘ, Phasors, Linear Algebra, Vector Graphics, Filtering, Binary Codes, Introduction to MATLAB, Edix Editor, Useful Mathematical Identities

Numerical Methods Applied to Chemical Engineering

focuses on use of modern computational & math, linear systems as basic computational unit in scientific computing, methods for solving sets of nonlinear algebraic equations, ordinary differential equations, differential-algebraic (DAE) systems, probability in physical modeling, statistical analysis of data & parameter estimation, finite difference & finite element techniques for converting partial differential equations: syllabus, readings, tools

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