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IPython Interactive Computing and Visualization Cookbook. Cover

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

Publisher:Packt Publishing Limited
By:   
Paid access
|Jun 2024
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Table of contents

Table of Contents

  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
PDF ISBN: 978-1-78588-193-0
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2024
Language: English
Pages: 548
Related subjects:
Computer sciences,
Databases and data mining
BISAC subjects:
COM018000,
COM089000,
COM051360
Thema subjects:
UNC,
GPH,
UYZF,
UMX

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