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· 제목 : Python Programming and Numerical Methods: A Guide for Engineers and Scientists (Paperback)
· 분류 : 외국도서 > 기술공학 > 기술공학 > 기계공학
· ISBN : 9780128195499
· 쪽수 : 480쪽
· 출판일 : 2020-12-02
· 분류 : 외국도서 > 기술공학 > 기술공학 > 기계공학
· ISBN : 9780128195499
· 쪽수 : 480쪽
· 출판일 : 2020-12-02
목차
Part 1: Introduction to Programming for Engineers 1. Modules 2. Variables and Basic Data Structures 3. Functions 4. Branching Statements 5. Iteration 6. Recursion 7. Objects and Classes 8. Complexity 9. Representation of Numbers 10. Errors, Good Programming Practices, and Debugging 11. Reading and Writing Data 12. Visualization and Plotting 13 Parallel your Python
Part 2: Introduction to Numerical Methods 14. Linear Algebra and Systems of Linear Equations 15. Least Squares Regression 16. Interpolation 17. Series 18. Root Finding 19. Numerical Differentiation 20. Numerical Integration 21. Ordinary Differential Equations (ODEs)
Appendix A. Setup Python Environment. Manage Packages. Virtual Environment B. Version control with Git
