Learning IPython for Interactive Computing and Data Visualization – 2nd Edition


Learning IPython for Interactive Computing and Data Visualization – 2nd Edition
Authors: Cyrille Rossant
Year: 2015
Publisher: Packt Publishing – ebooks Account
Language: English
ISBN 13: 9781783986989
ISBN 10: 1783986980
Categories: Computers, Databases
Pages: 320 / 319
Edition: 2

Availability: 5000 in stock

SKU: 9781783986989 Categories: ,

Learning IPython for Interactive Computing and Data Visualization – Second Edition Cyrille Rossant
Get started with Python for data analysis and numerical computing in the Jupyter notbookAbout This BookLearn the basics of Python in the Jupyter NotbookAnalyze and visualize data with pandas, NumPy, matplotlib, and seabornPerform highly-efficient numerical computations with Numba, Cython, and ipyparallelWho This Book Is ForThis book targets students, teachers, researchers, engineers, analysts, journalists, hobbyists, and all data enthusiasts who are interested in analyzing and visualizing real-world datasets. If you are new to programming and data analysis, this book is exactly for you. If you’re already familiar with another language or analysis software, you will also appreciate this introduction to the Python data analysis platform. Finally, there are more technical topics for advanced readers. No prior experience is required; this book contains everything you need to know.What You Will LearnInstall Anaconda and code in Python in the Jupyter NotbookLoad and explore datasets interactivelyPerform complex data manipulations effectively with pandasCreate engaging data visualizations with matplotlib and seabornSimulate mathematical models with NumPyVisualize and process images interactively in the Jupyter Notbook with scikit-imageAccelerate your code with Numba, Cython, and IPython.parallelExtend the Notbook interface with HTML, JavaScript, and D3In DetailPython is a user-friendly and powerful programming language. IPython offers a convenient interface to the language and its analysis libraries, while the Jupyter Notbook is a rich environment well-adapted to data science and visualization. Together, these open source tools are widely used by beginners and experts around the world, and in a huge variety of fields and endeavors.This book is a beginner-friendly guide to the Python data analysis platform. After an introduction to the Python language, IPython, and the Jupyter Notbook, you will learn how to analyze and visualize data on real-world examples, how to create graphical user interfaces for image processing in the Notbook, and how to perform fast numerical computations for scientific simulations with NumPy, Numba, Cython, and ipyparallel. By the end of this book, you will be able to perform in-depth analyses of all sorts of data.Style and approachThis is a hands-on beginner-friendly guide to analyze and visualize data on real-world examples with Python and the Jupyter Notbook. Categories:
Computers – Databases
Packt Publishing – books Account
20 201
ISBN 10:
ISBN 13:
66 MB


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Learning IPython for Interactive Computing and Data Visualization – 2nd Edition

Availability: 5000 in stock