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Chapter 1: Introduction
Chapter 2: The Core Python Language I
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Chapter 3: Simple Plotting with pylab
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Chapter 4: The core Python language II
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Chapter 5: IPython and IPython Notebook
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Chapter 6: NumPy
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Chapter 7: Matplotlib
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Chapter 8: SciPy
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Chapter 9: General Scientific Programming
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Book (2nd ed.)
Chapter 1: Introduction
Chapter 2: The Core Python Language I
Examples
Questions
Problems
Additional Problems
Chapter 3: Simple Plots and Charts
Examples
Problems
Chapter 4: The core Python language II
Examples
Questions
Problems
Additional Problems
Chapter 5: IPython and Jupyter Notebook
Examples
Problems
Chapter 6: NumPy
Examples
Questions
Problems
Additional Examples
Additional Problems
Chapter 7: Matplotlib
Examples
Questions
Problems
Chapter 8: SciPy
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Questions
Problems
Additional Examples
Additional Problems
Chapter 9: Data Analysis with pandas
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Chapter 10: General Scientific Programming
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Book (2nd ed.)
Chapter 3: Simple Plots and Charts
Problems
Problems
P3.1
P3.1.1 Plotting functions with singularities
P3.1.2 The Michaelis-Menten equation
P3.1.3 Plotting the Gaussian function
P3.2
P3.2.1 First order reaction kinetics
P3.2.2 The Gaussian Prime spiral
P3.2.3 Annual risk of death statistics
P3.3
P3.3.1 Plotting spirals
P3.3.2 The Lennard-Jones Interaction Potential
P3.3.3 The sunflower seedhead