Python programming and numerical methods : a guide for engineers and scientists /: a guide for engineers and scientists. (2020)

• Record Type: Book
• Further Information: Note: Qingkai Kong, Timmy Siauw, Alexandre Bayen.
• Authors: Kong, Qingkai; Siauw, Timmy; Bayen, Alexandre M
• Contents: PART 1 INTRODUCTION TO PYTHON PROGRAMMING CHAPTER 1 Python Basics CHAPTER 2 Variables and Basic Data Structures CHAPTER 3 Functions CHAPTER 4 Branching Statements CHAPTER 5 Iteration CHAPTER 7 Object-Oriented Programming CHAPTER 8 Complexity CHAPTER 9 Representation of Numbers CHAPTER 10 Errors, Good Programming Practices, and Debugging CHAPTER 11 Reading and Writing Data CHAPTER 12 Visualization and Plotting CHAPTER 13 Parallelize Your Python PART 2 INTRODUCTION TO NUMERICAL METHODS CHAPTER 14 Linear Algebra and Systems of Linear Equations CHAPTER 15 Eigenvalues and Eigenvectors CHAPTER 16 Least Squares Regression CHAPTER 17 Interpolation CHAPTER 18 Taylor Series CHAPTER 19 Root Finding CHAPTER 20 Numerical Differentiation CHAPTER 21 Numerical Integration CHAPTER 22 Ordinary Differential Equations (ODEs) Initial-Value Problems CHAPTER 23 Boundary-Value Problems for Ordinary Differential Equations (ODEs) CHAPTER 24 Fourier Transform
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 005.1330245; Python (Computer program language); Engineering -- Data processing; Science -- Data processing; Numerical analysis -- Data processing
• Languages: English
• ISBNs: 9780128195505
• Related ISBNs: 9780128195499
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.