Don't hope to get rid of books (Umberto Eco)
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Ultrafast PYTHON. Efficient techniques for working with large datasets

39.99 €
Out of stock
Ultrafast PYTHON. Efficient techniques for working with large datasets
39.99 €
Fast code in pure Python, optimized libraries, and hardware to take full advantage of parallel processing are the price of entry into the world of machine learning and big data analytics. The book you hold in your hands offers unique acceleration techniques with a focus on big data and will be your trusted guide to the world of optimizing Python-based solutions. You will learn how to optimize embedded data structures and accelerate solutions through competitive execution, as well as learn how to reduce data memory footprint without sacrificing accuracy.
Through carefully crafted examples, you'll learn how to achieve better performance from popular libraries such as NumPy and pandas, and how to process and store data efficiently. The book takes a holistic approach to making solutions more efficient, so you'll learn how to optimize and scale entire systems-from code to architecture. The book is intended for Python developers familiar with the basics of the language and the principles of competitive computing.
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