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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
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Problems
Chapter 6: NumPy
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Questions
Problems
Additional Examples
Additional Problems
Chapter 7: Matplotlib
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Problems
Chapter 8: SciPy
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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 9: General Scientific Programming
Problems
P9.2
P9.2
P9.2.1 Numerical differentiation
P9.2.2 Wilkinson's polynomial