Ebook details

IPython Interactive Computing and Visualization Cookbook. Harness IPython for powerful scientific computing and Python data visualization with this collection of more than 100 practical data science recipes

IPython Interactive Computing and Visualization Cookbook. Harness IPython for powerful scientific computing and Python data visualization with this collection of more than 100 practical data science recipes

Cyrille Rossant

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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.
  • 1. Basic Interactive Computing with Ipython
  • 2. Best practices in Interactive Computing
  • 3. Master the Notebook
  • 4. Profiling and Optimization
  • 5. High-Performance Computing
  • 6. Advanced 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 and Geometry
  • 15. Symbolic and Numerical Mathematics
  • Title:IPython Interactive Computing and Visualization Cookbook. Harness IPython for powerful scientific computing and Python data visualization with this collection of more than 100 practical data science recipes
  • Author:Cyrille Rossant
  • Original title:IPython Interactive Computing and Visualization Cookbook. Harness IPython for powerful scientific computing and Python data visualization with this collection of more than 100 practical data science recipes
  • ISBN:9781783284825, 9781783284825
  • Date of issue:2014-09-25
  • Format:Ebook
  • Item ID: e_3cwa
  • Publisher: Packt Publishing