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The Resource Numerical Python: : scientific computing and data science applications with Numpy, SciPy and Matplotlib, Robert Johansson

Numerical Python: : scientific computing and data science applications with Numpy, SciPy and Matplotlib, Robert Johansson

Label
Numerical Python: : scientific computing and data science applications with Numpy, SciPy and Matplotlib
Title
Numerical Python:
Title remainder
scientific computing and data science applications with Numpy, SciPy and Matplotlib
Statement of responsibility
Robert Johansson
Creator
Subject
Language
eng
Summary
Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute solutions and mathematically model applications in big data, cloud computing, financial engineering, business management and more. Numerical Python, Second Edition, presents many brand-new case study examples of applications in data science and statistics using Python, along with extensions to many previous examples. Each of these demonstrates the power of Python for rapid development and exploratory computing due to its simple and high-level syntax and multiple options for data analysis. After reading this book, readers will be familiar with many computing techniques including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling and machine learning. --
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Johansson, Robert
Index
no index present
Literary form
non fiction
http://library.link/vocab/subjectName
  • Python (Computer program language)
  • Computer programming
Label
Numerical Python: : scientific computing and data science applications with Numpy, SciPy and Matplotlib, Robert Johansson
Instantiates
Publication
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
on1055824896
Dimensions
26 cm
Edition
Second edition.
Extent
xxiii, 700 pages
Isbn
9781484242452
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)1055824896
Label
Numerical Python: : scientific computing and data science applications with Numpy, SciPy and Matplotlib, Robert Johansson
Publication
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
on1055824896
Dimensions
26 cm
Edition
Second edition.
Extent
xxiii, 700 pages
Isbn
9781484242452
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)1055824896

Library Locations

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