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|a ch. 1. Winding Along with IPython -- ch. 2. Advanced Indexing and Array Concepts -- ch. 3. Get to Grips with Commonly Used Functions -- ch. 4. Connecting NumPy with the Rest of the World -- ch. 5. Audio and Image Processing -- ch. 6. Special Arrays and Universal Functions -- ch. 7. Profiling and Debugging -- ch. 8. Quality Assurance -- ch. 9. Speed Up Code with Cython -- ch. 10. Fun with Scikits.
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