IPython Interactive Computing and Visualization Cookbook – Second Edition

With IPython Interactive Computing and Visualization Cookbook – Second Edition, 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. (Limited-time offer)

Table of Contents

• A Tour of Interactive Computing with Jupyter and IPython
• Best Practices in Interactive Computing
• Mastering the Jupyter Notebook
• Profiling and Optimization
• High-Performance Computing
• Data Visualization
• Statistical Data Analysis
• Machine Learning
• Numerical Optimization
• Signal Processing
• Image and Audio Processing
• Deterministic Dynamical Systems
• Stochastic Dynamical Systems
• Graphs, Geometry, and Geographic Information Systems
• Symbolic and Numerical Mathematics

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