دانلود کتاب Introduction to Cubic Spline Interpolation with Examples in Python

This textbook will enable you to - discuss polynomial and spline interpolation - explain why using splines is a good method for interpolating data - construct cubic interpolating splines for your own projects
It is a self-contained course for students who wish to learn about interpolating cubic splines and for lecturers who seek inspiration for designing a spline interpolation module.
The book’s innovative concept combines - a slide-based lecture with textual notes - a thorough introduction to the mathematical formalism - exercises - a "rocket science" project that implements constructing interpolating splines in Python for answering questions about the velocity, g-force, and covered distance after the first launch of SpaceX®’ Falcon® Heavy
Target group: STEM (science, technology, engineering, and math) students and lecturers at colleges and universities
Contents:
Preface
1 Cubic spline interpolation
2 Mini-script for constructing cubic splines
3 Spline exercises
4 The rocket launch project
5 Closing remarks
Appendix A notebook for periodic cubic splines
Index