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MATLAB: A Practical Introduction to Programming and Problem Solving

Autor Dorothy C. Attaway
en Limba Engleză Paperback – 2 oct 2022
MATLAB: A Practical Introduction to Programming and Problem Solving, winner of TAA’s 2017 Textbook Excellence Award ("Texty"), guides the reader through both programming and built-in functions to easily exploit MATLAB’s extensive capabilities for tackling engineering and scientific problems. Assuming no knowledge of programming, this book starts with programming concepts, such as variables, assignments, and selection statements, moves on to loops, and then solves problems using both the programming concept and the power of MATLAB. The sixth edition has been updated to reflect the functionality of the current version of MATLAB (R2021a), including the introduction of machine learning concepts and the Machine Learning Toolbox, and new sections on data formats and data scrubbing.

  • Presents programming concepts and MATLAB built-in functions side by side, giving students the ability to program efficiently and exploit the power of MATLAB to solve technical problems
  • Offers sections on common pitfalls and programming guidelines that direct students to best practice procedures
  • Tests conceptual understanding of the material with Quick Questions! and Practice sections within each chapter
  • Full color treatment of charts, graphs, grids and special chapter sections such as Quick Questions and Key Terms enhances readability and learning of MATLAB programming concepts and functions
  • Content in this edition has been updated to MATLAB version R2021a where appropriate
  • For this edition, new sections introducing concepts relevant to machine learning have been added to the end of every chapter along with a new Introduction to Machine Learning chapter
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Specificații

ISBN-13: 9780323917506
ISBN-10: 032391750X
Pagini: 592
Dimensiuni: 191 x 235 x 33 mm
Greutate: 0.9 kg
Ediția:6
Editura: ELSEVIER SCIENCE

Public țintă

Undergraduate students in engineering and science taking a course that uses (or recommends) MATLAB, including introductory programming for engineering courses / Navstem estimates the current annual US market at 71,700 enrolled students

Cuprins

Part 1 Introduction to Programming Using MATLAB
1. Introduction to MATLAB
2. Vectors and Matrices
3. Introduction to MATLAB Programming
4. Selection Statements
5. Loop Statements and Vectorizing Code
6. MATLAB Programs
7. Text Manipulation
8. Data Structures

Part 2 Advanced Topics for Problem Solving with MATLAB
9. Data Transfer
10. Advanced Functions
11. Introduction to Object-Oriented Programming and Graphics
12. Advanced Plotting Techniques
13. Sights and Sounds
14. Advanced Mathematics
15. Introduction to Machine Learning