Numerical Python, 2nd Edition

Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib



Bookstore > Books > Numerical Python, 2nd Edition

Price$35.25 - $46.13
Rating
AuthorRobert Johansson
PublisherApress
Published2019
Pages700
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101484242459
ISBN-139781484242452
EBook Hardcover Paperback

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.

Work with vectors and matrices using NumPy; Plot and visualize data with Matplotlib; Perform data analysis tasks with Pandas and SciPy; Review statistical modeling and machine learning with statsmodels and scikit-learn; Optimize Python code using Numba and Cython.


  1. (2 books)



4 5 6

Similar Books


Learning Geospatial Analysis with Python, 2nd Edition

Learning Geospatial Analysis with Python, 2nd Edition

by Joel Lawhead

Geospatial Analysis is used in almost every field you can think of from medicine, to defense, to farming. This book will guide you gently into this exciting and complex field. It walks you through the building blocks of geospatial analysis and how to apply them to influence decision making using the latest Python software.Learning Geospat...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2015

Kivy - Interactive Applications and Games in Python, 2nd Edition

Kivy - Interactive Applications and Games in Python, 2nd Edition

by Roberto Ulloa

Kivy - Interactive Applications and Games in Python 2nd Edition, will equip you with all the necessary knowledge to create interactive, responsive, and cross-platform applications and games.This book introduces the Kivy language and the necessary components so you can implement a graphical user interface (GUI) and learn techniques to hand...

Price:  $34.61  |  Publisher:  Packt Publishing  |  Release:  2015

Learn Raspberry Pi Programming with Python, 2nd Edition

Learn Raspberry Pi Programming with Python, 2nd Edition

by Wolfram Donat

Learn how to program your nifty new $35 computer to make a web spider, a weather station, a media server, and more. This book explores how to make a variety of fun and even useful projects, from a web bot to search and download files to a toy to drive your pets insane.Even if you're completely new to programming in general, you'll see how...

Price:  $22.93  |  Publisher:  Apress  |  Release:  2018

Automate the Boring Stuff with Python, 2nd Edition

Automate the Boring Stuff with Python, 2nd Edition

by Al Sweigart

If you've ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?In this fully revised second edition of the best-selling classic Automate the Boring Stuff with Python, you'll learn how to use Python to write programs...

Price:  $9.99  |  Publisher:  No Starch Press  |  Release:  2019

Bayesian Analysis with Python, 2nd Edition

Bayesian Analysis with Python, 2nd Edition

by Osvaldo Martin

The 2nd edition of Bayesian Analysis with Python is an introduction to the main concepts of applied Bayesian inference and its practical implementation in Python using PyMC3, a state-of-the-art probabilistic programming library, and ArviZ, a new library for exploratory analysis of Bayesian models.The main concepts of Bayesian statistics a...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018

Pro Python, 2nd Edition

Pro Python, 2nd Edition

by J. Burton Browning, Marty Alchin

You've learned the basics of Python, but how do you take your skills to the next stage? Even if you know enough to be productive, there are a number of features that can take you to the next level in Python. Pro Python, Second Edition explores concepts and features normally left to experimentation, allowing you to be even more productive ...

Price:  $49.99  |  Publisher:  Apress  |  Release:  2014

Programming for Computations - Python, 2nd Edition

Programming for Computations - Python, 2nd Edition

by Svein Linge, Hans Petter Langtangen

This book presents computer programming as a key method for solving mathematical problems. This second edition of the well-received book has been extensively revised: All code is now written in Python version 3.6 (no longer version 2.7). In addition, the two first chapters of the previous edition have been extended and split up into five ...

Price:  $56.03  |  Publisher:  Springer  |  Release:  2019

Python Cookbook, 2nd Edition

Python Cookbook, 2nd Edition

by Alex Martelli, Anna Ravenscroft, David Ascher

Portable, powerful, and a breeze to use, Python is the popular open source object-oriented programming language used for both standalone programs and scripting applications. It is now being used by an increasing number of major organizations, including NASA and Google.Updated for Python 2.4, The Python Cookbook, 2nd Edition offers a wealt...

Price:  $9.15  |  Publisher:  O'Reilly Media  |  Release:  2005