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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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Chapter 7: Matplotlib
Problems
P7.1
P7.1
P7.1.1 The Big Mac index
P7.1.2 West Nile Virus disease statistics
P7.1.3 BMI variation with of GDP
P7.1.4 Atmospheric carbon dioxide concentrations
P7.1.5 The Planck function
P7.1.6 A circular pattern