Ipython Interactive Computing and Visual
โ Cyrille Rossant
๐ Library
๐
2018
๐ English
โฆ LIBER โฆ
๐
IPython Interactive Computing and Visualization Cookbook
โ Scribed by Cyrille Rossant
- Publisher
- Packt Publishing
- Year
- 2014
- Tongue
- English
- Leaves
- 423
- Category
- Library
โฌ Acquire This Volume
No coin nor oath required. For personal study only.
โฆ Synopsis
Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science with Python
About This Book
- Leverage the new features of the IPython notebook for interactive web-based big data analysis and visualization
- Become an expert in high-performance computing and visualization for data analysis and scientific modeling
- A comprehensive coverage of scientific computing through many hands-on, example-driven recipes with detailed, step-by-step explanations
Who This Book Is For
Intended to anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, hobbyists... Basic knowledge of Python/NumPy is recommended. Some skills in mathematics will help you understand the theory behind the computational methods.
In Detail
IPython is at the heart of the Python scientific stack. With its widely acclaimed web-based notebook, IPython is today an ideal gateway to data analysis and numerical computing in Python.
IPython Interactive Computing and Visualization Cookbook contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. The first part covers programming techniques, including code quality and reproducibility; code optimization; high-performance computing through dynamic compilation, parallel computing, and graphics card programming. The second part tackles data science, statistics, machine learning, signal and image processing, dynamical systems, and pure and applied mathematics.
โฆ Subjects
Python Languages Tools Programming Computers Technology Mathematical Statistical Software Web Design Dreamweaver Fireworks Flash Development Reference Almanacs Yearbooks Atlases Maps Careers Catalogs Directories Consumer Guides Dictionaries Thesauruses Encyclopedias Subject English as a Second Language Etiquette Foreign Study Genealogy Quotations Survival Emergency Preparedness Test Preparation Words Grammar Writing Research Publishing
๐ SIMILAR VOLUMES
IPython Interactive Computing and Visual
โ Cyrille Rossant
๐ Library
๐
2018
๐ Packt Publishing
๐ English
Learn to use IPython and Jupyter Notebook for your data analysis and visualization work Key Features โข Leverage the Jupyter Notebook for interactive data science and visualization โข Become an expert in high-performance computing and visualization for data analysis and scientific modeling โข Com
IPython Interactive Computing and Visual
โ Cyrille Rossant
๐ Library
๐
2018
๐ Packt Publishing
๐ English
IPython Interactive Computing and Visual
โ Cyrille Rossant
๐ Library
๐
2014
๐ Packt Publishing
๐ English
This advanced-level book covers a wide range of methods for data science with Python: Interactive computing in the IPython notebook High-performance computing with Python Statistics, machine learning, data mining Signal processing and mathematical modeling
Learning IPython for Interactive Computi
โ Cyrille Rossant
๐ Library
๐
2013
๐ Packt Publishing
๐ English
You already use Python as a scripting language, but did you know it is also increasingly used for scientific computing and data analysis? Interactive programming is essential in such exploratory tasks and IPython is the perfect tool for that. Once you've learnt it, you won't be able to live without
Learning IPython for Interactive Computi
โ Cyrille Rossant
๐ Library
๐
2013
๐ Packt Publishing
๐ English
<p>Learn IPython for interactive Python programming, high-performance numerical computing, and data visualization </p> <p><b>Overview</b></p> <ul> <li>A practical step-by-step tutorial which will help you to replace the Python console with the powerful IPython command-line interface</li> <li>Use the