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Books > Computing & IT > Computer programming > Programming languages
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Fast Python for Data Science (Paperback)
Loot Price: R1,278
Discovery Miles 12 780
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Fast Python for Data Science (Paperback)
Expected to ship within 12 - 19 working days
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Fast Python for Data Science is a hands-on guide to writing Python
code that can process more data, faster, and with less resources.
It takes a holistic approach to Python performance, showing you how
your code, libraries, and computing architecture interact and can
be optimized together. Written for experienced practitioners, Fast
Python for Data Science dives right into practical solutions for
improving computation and storage efficiency. You'll experiment
with fun and interesting examples such as rewriting games in
lower-level Cython and implementing a MapReduce framework from
scratch. Finally, you'll go deep into Python GPU computing and
learn how modern hardware has rehabilitated some former
antipatterns and made counterintuitive ideas the most efficient way
of working. About the technology Fast, accurate systems are vital
for handling the huge datasets and complex analytical algorithms
that are common in modern data science. Python programmers need to
boost performance by writing faster pure-Python programs,
optimizing the use of libraries, and utilizing modern
multi-processor hardware; Fast Python for Data Science shows you
how.
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