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Numerical Python

Overview of attention for book
Cover of 'Numerical Python'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Computing with Python
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    Chapter 2 Vectors, Matrices, and Multidimensional Arrays
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    Chapter 3 Symbolic Computing
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    Chapter 4 Plotting and Visualization
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    Chapter 5 Equation Solving
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    Chapter 6 Optimization
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    Chapter 7 Interpolation
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    Chapter 8 Integration
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    Chapter 9 Ordinary Differential Equations
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    Chapter 10 Sparse Matrices and Graphs
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    Chapter 11 Partial Differential Equations
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    Chapter 12 Data Processing and Analysis
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    Chapter 13 Statistics
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    Chapter 14 Statistical Modeling
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    Chapter 15 Machine Learning
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    Chapter 16 Bayesian Statistics
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    Chapter 17 Signal Processing
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    Chapter 18 Data Input and Output
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    Chapter 19 Code Optimization
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    Chapter 20 Installation
Attention for Chapter 15: Machine Learning
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