IPython interactive computing and visualization cookbook : over 100 hands-on recipes to sharpen your skills in high-performance numerical computing and data science with Python / Cyrille Rossant.
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 GeographicInformation Systems Symbolic and Numerical Mathematics.
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