IPython Interactive Computing and Visualization Cookbook -

Cyrille Rossant

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Lingua: inglese

Editore: Packt Publishing Limited, GB, 2023

1785888633 / 9781785888632

Da: Rarewaves.com USA, London, London, Regno UnitoRarewaves.com USA

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Venditore AbeBooks dal 11 giugno 2025

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Descrizione dell’articolo da parte del venditore

Learn to use IPython and Jupyter Notebook for your data analysis and visualization work.About This Book. Leverage the Jupyter Notebook for interactive data science 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 explanationsWho This Book Is ForThis book is intended for anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, and hobbyists. A basic knowledge of Python/NumPy is recommended. Some skills in mathematics will help you understand the theory behind the computational methods.What You Will Learn. Master all features of the Jupyter Notebook . Code better: write high-quality, readable, and well-tested programs; profile and optimize your code; and conduct reproducible interactive computing experiments. Visualize data and create interactive plots in the Jupyter Notebook. Write blazingly fast Python programs with NumPy, ctypes, Numba, Cython, OpenMP, GPU programming (CUDA), parallel IPython, Dask, and more. Analyze data with Bayesian or frequentist statistics (Pandas, PyMC, and R), and learn from actual data through machine learning (scikit-learn). Gain valuable insights into signals, images, and sounds with SciPy, scikit-image, and OpenCV. Simulate deterministic and stochastic dynamical systems in Python. Familiarize yourself with math in Python using SymPy and Sage: algebra, analysis, logic, graphs, geometry, and probability theoryIn DetailPython is one of the leading open source platforms for data science and numerical computing. IPython and the associated Jupyter Notebook offer efficient interfaces to Python for data analysis and interactive visualization, and they constitute an ideal gateway to the platform.IPython Interactive Computing and Visualization Cookbook, Second Edition contains many ready-to-use, focused recipes for high-performance scientific computing and data analysis, from the latest IPython/Jupyter features to the most advanced tricks, to help you write better and faster code. You will apply these state-of-the-art methods to various real-world examples, illustrating topics in applied mathematics, scientific modeling, and machine learning.The first part of the book covers programming techniques: code quality and reproducibility, code optimization, high-performance computing through just-in-time 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. Style and approachIPython Interactive Computing and Visualization Cookbook, Second Edition is a practical, hands-on book that will teach you how to analyze and visualize all kinds of data in the Jupyter Notebook.…

Codice articolo LU-9781785888632

Titolo
IPython Interactive Computing and Visualization Cookbook -
Autore
Cyrille Rossant
Editore
Packt Publishing Limited, GB
Anno di pubblicazione
2023
Condizione
New
Rilegatura
Digital
Lingua
inglese
ISBN 10
1785888633
ISBN 13
9781785888632
Edizione
seconda edizione

Rarewaves.com USA

London, London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 9 a 14 giorni lavorativiDa 9 a 14 giorni lavorativi
Primo articoloEUR 0,00EUR 0,00
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