Giới thiệu sách Python: Numerical Python A Practical Techniques Approach for Industry

About the Author xvii
About the Technical Reviewer xix
Introductionxxi
Chapter 1: Introduction to Computing with Python 1
Chapter 2: Vectors, Matrices, and Multidimensional Arrays  25
Chapter 3: Symbolic Computing 63
Chapter 4: Plotting and Visualization 89
Chapter 5: Equation Solving  125
Chapter 6: Optimization 147
Chapter 7: Interpolation  169
Chapter 8: Integration  187
Chapter 9: Ordinary Differential Equations 207
Chapter 10: Sparse Matrices and Graphs 235
Chapter 11: Partial Differential Equations  255
Chapter 12: Data Processing and Analysis 285
Chapter 13: Statistics 313
Chapter 14: Statistical Modeling  333
Chapter 15: Machine Learning  363
Chapter 16: Bayesian Statistics 383
Chapter 17: Signal Processing  405
Chapter 18: Data Input and Output 425
Chapter 19: Code Optimization 453
Appendix A: Installation  471
Index 481vii
Content