IPython Interactive Computing and Visualization Cookbook
IPython Interactive Computing and Visualization Cookbook, Second Edition shows you how to analyze and visualize data in the Jupyter Notebook. It will help you become an expert in high-performance computing and visualization for data analysis and scientific modeling.
Offered by
Difficulty Level
Intermediate
Completion Time
18h16m
Language
English
About Book
Who Is This Book For?
This book is intended for anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, and hobbyists. A basic knowledge of Python/NumPy is recommended. Some skills in mathematics will help you understand the theory behind the computational methods.
IPython Interactive Computing and Visualization Cookbook
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 18h16m total length
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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