The E7 class follows a curriculum outlined by the book below. Please refer to the book for detailed content of the class.
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An Introduction to MATLAB® Programming and Numerical Methods for Engineers
Timmy Siauw, Alexandre Bayen Academic Press, 1st Edition, 2014, 340 p ISBN: 9780124202283 |
About the book:
Assuming no prior background in linear algebra or real analysis, An Introduction to MATLAB® Programming and Numerical Methods for Engineers enables you to develop good computational problem solving techniques through the use of numerical methods and the MATLAB® programming environment. Part One introduces fundamental programming concepts, using simple examples to put new concepts quickly into practice. Part Two covers the fundamentals of algorithms and numerical analysis at a level allowing you to quickly apply results in practical settings.
Contents:
- MATLAB Basics
- Variables and Basic Data Structures
- Functions
- Branching Statement
- Iteration
- Recursion
- Complexity
- Representation of Numbers
- Errors, Good Practices, and Debugging
- Visualization and Plotting
- Linear Algebra and Systems of Linear Equations
- Least Squares Regression
- Interpolation
- Series
- Root Finding
- Finite Differences and Numerical Differentiation
- Numerical Integration
- Ordinary Differential Equations