Download e-book for iPad: Python Data Analysis by Ivan Idris

By Ivan Idris

ISBN-10: 1783553367

ISBN-13: 9781783553365

Python is a multi-paradigm programming language well matched for either object-oriented program improvement in addition to sensible layout styles. Python has develop into the language of selection for facts scientists for facts research, visualization, and computing device studying. it is going to offer you pace and advertise excessive productivity.

This booklet will train rookies approximately facts research with Python within the broadest feel attainable, masking every thing from facts retrieval, cleansing, manipulation, visualization, and garage to advanced research and modeling. It specializes in a plethora of open resource Python modules equivalent to NumPy, SciPy, matplotlib, pandas, IPython, Cython, scikit-learn, and NLTK. In later chapters, the publication covers subject matters comparable to information visualization, sign processing, and time-series research, databases, predictive analytics and computing device studying. This e-book will flip you into an ace facts analyst very quickly.

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Indd 18 20. 7 Problem Solving: Algorithm Design 19 22. Consider the following pseudocode for finding the most attractive photo from a sequence of photos: Pick the first photo and call it "the best so far". For each photo in the sequence If it is more attractive than the "best so far" Discard "the best so far". Call this photo "the best so far". The photo called "the best so far" is the most attractive photo in the sequence. 23. 24. Is this an algorithm that will find the most attractive photo? Suppose each photo in Self Check 22 had a price tag.

When you used your computer, you may have experienced a program that “crashed” (quit spontane­ously) or “hung” (failed to respond to your input). Is that behavior a compile-time error or a run-time error? 19. Why can’t you test a program for run-time errors when it has compile-time errors? Self Check 15. 11. 1 Misspelling Words If you accidentally misspell a word, then strange things may happen, and it may not always be completely obvious from the error message what went wrong. ") The first statement calls the Print function.

When you used your computer, you may have experienced a program that “crashed” (quit spontane­ously) or “hung” (failed to respond to your input). Is that behavior a compile-time error or a run-time error? 19. Why can’t you test a program for run-time errors when it has compile-time errors? Self Check 15. 11. 1 Misspelling Words If you accidentally misspell a word, then strange things may happen, and it may not always be completely obvious from the error message what went wrong. ") The first statement calls the Print function.

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Python Data Analysis by Ivan Idris


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