Details zum E-Book

IPython Interactive Computing and Visualization Cookbook. Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science in the Jupyter Notebook - Second Edition

IPython Interactive Computing and Visualization Cookbook. Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science in the Jupyter Notebook - Second Edition

Cyrille Rossant

E-book
Python 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.
  • 1. A Tour of Interactive Computing with Jupyter and IPython
  • 2. Best Practices in Interactive Computing
  • 3. Mastering the Jupyter Notebook
  • 4. Profiling and Optimization
  • 5. High-Performance Computing
  • 6. Data Visualization
  • 7. Statistical Data Analysis
  • 8. Machine Learning
  • 9. Numerical Optimization
  • 10. Signal Processing
  • 11. Image and Audio Processing
  • 12. Deterministic Dynamical Systems
  • 13. Stochastic Dynamical Systems
  • 14. Graphs, Geometry, and Geographic Information Systems
  • 15. Symbolic and Numerical Mathematics
  • Titel: IPython Interactive Computing and Visualization Cookbook. Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science in the Jupyter Notebook - Second Edition
  • Autor: Cyrille Rossant
  • Originaler Titel: IPython Interactive Computing and Visualization Cookbook. Over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science in the Jupyter Notebook - Second Edition
  • ISBN: 9781785881930, 9781785881930
  • Veröffentlichungsdatum: 2018-01-31
  • Format: E-book
  • Artikelkennung: e_14uc
  • Verleger: Packt Publishing