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Python Data Science Handbook: Essential Tools for Working with Data

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For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.

Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.

With this handbook, you’ll learn how to use:

  • IPython and Jupyter: provide computational environments for data scientists using Python
  • NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python
  • Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python
  • Matplotlib: includes capabilities for a flexible range of data visualizations in Python
  • Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms
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Boost.Asio C++ Network Programming Cookbook
Boost.Asio C++ Network Programming Cookbook

Key Features

  • Build highly efficient distributed applications with ease
  • Enhance your cross-platform network programming skills with one of the most reputable C++ libraries
  • Find solutions to real-world problems related to network programming with ready-to-use recipes using this...
Wicked Cool Shell Scripts, 2nd Edition: 101 Scripts for Linux, OS X, and UNIX Systems
Wicked Cool Shell Scripts, 2nd Edition: 101 Scripts for Linux, OS X, and UNIX Systems
Shell scripts are an efficient way to interact with your machine and manage your files and system operations. With just a few lines of code, your computer will do exactly what you want it to do. But you can also use shell scripts for many other essential (and not-so-essential) tasks.

This second edition of Wicked Cool
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Beginner's Guide to Android App Development: A Practical Approach for Beginners
Beginner's Guide to Android App Development: A Practical Approach for Beginners
This book covers Android app design fundamentals in Android Studio using Java programming language.

The author assumes you have no experience in app development. The book starts with the installation of the required development environment and setting up the emulators. Then, the simplest “Hello World” app is
...

Designing Digital Games: Create Games with Scratch! (Dummies Junior)
Designing Digital Games: Create Games with Scratch! (Dummies Junior)
The easy way for kids to get started with video game design

Is your youngster a designer at heart? Read on! Designing Digital Games helps children apply their design skills to video game design using Scratch—and this book! Introducing simple programming concepts over the course of three easy-to-follow projects,...

Applied Engineering Failure Analysis: Theory and Practice
Applied Engineering Failure Analysis: Theory and Practice

Applied Engineering Failure Analysis: Theory and Practice provides a point of reference for engineering failure analysis (EFA) cases, presenting a compilation of case studies covering a 35-year period, from the 1970s to 2012. This period spans the era from the time when slide rules were used routinely for...

Assembly Language for Intel-Based Computers (4th Edition)
Assembly Language for Intel-Based Computers (4th Edition)

For undergraduate courses in assembly language programming and introductory courses in computer systems and computer architecture. This complete and fully updated study of assembly language for the IBM-PC teaches students how to write and debug programs at the machine level. Based on the Intel processor family, the text simplifies and...

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