Numerical Python
Apress (Verlag)
978-1-4842-0554-9 (ISBN)
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After reading and using this book, you'll get some takeaway case study examples of applications that can be found in areas like business management, big data/cloud computing, financial engineering (i.e., options trading investment alternatives), and even games.
Up until very recently, Python was mostly regarded as just a web scripting language. Well, computational scientists and engineers have recently discovered the flexibility and power of Python to do more. Big data analytics and cloud computing programmers are seeing Python's immense use. Financial engineers are also now employing Python in their work. Python seems to be evolving as a language that can even rival C++, Fortran, and Pascal/Delphi for numerical and mathematical computations.
Robert Johansson is a numerical Python expert, computational scientist. He has experience with SciPy, NumPy and works on QuTiP, an open-source python framework for simulating the dynamics of quantum systems.
1. Introduction to computing with Python.-2. Vectors, matrices and multidimensional arrays.-3. Symbolic computing.-4. Plotting and visualization.-5. Equation solving.-6. Optimization.-7. Interpolation.-8. Integration.-9. Ordinary differential equations.-10. Sparse matrices and graphs.-11. Partial differential equations.-12. Data processing and analysis.-13. Statistics.-14. Statistical modeling.-15. Machine learning.-16. Bayesian statistics.-17. Signal and image processing.-18. Data input and output.-19. Code optimization.-20. Appendix: Installation.-
Zusatzinfo | 54 Illustrations, color; XXII, 487 p. 54 illus. in color. |
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Verlagsort | Berkley |
Sprache | englisch |
Maße | 178 x 254 mm |
Gewicht | 9511 g |
Themenwelt | Informatik ► Programmiersprachen / -werkzeuge ► Python |
Informatik ► Theorie / Studium ► Compilerbau | |
Mathematik / Informatik ► Informatik ► Web / Internet | |
Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra | |
ISBN-10 | 1-4842-0554-5 / 1484205545 |
ISBN-13 | 978-1-4842-0554-9 / 9781484205549 |
Zustand | Neuware |
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