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portada Python One-Liners: Write Concise, Eloquent Python Like a Professional
Type
Physical Book
Author
Publisher
Year
2020
Language
English
Pages
216
Format
Paperback
Dimensions
23.4 x 17.8 x 1.3 cm
Weight
0.41 kg.
ISBN13
9781718500501
Categories

Python One-Liners: Write Concise, Eloquent Python Like a Professional

Christian Mayer (Author) · No Starch Press · Paperback

Python One-Liners: Write Concise, Eloquent Python Like a Professional - Mayer, Christian

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Synopsis "Python One-Liners: Write Concise, Eloquent Python Like a Professional"

Python programmers will improve their computer science skills with these useful one-liners. Python One-Liners will teach you how to read and write "one-liners" concise statements of useful functionality packed into a single line of code. You'll learn how to systematically unpack and understand any line of Python code, and write eloquent, powerfully compressed Python like an expert. The book's five chapters cover tips and tricks, regular expressions, machine learning, core data science topics, and useful algorithms. Detailed explanations of one-liners introduce key computer science concepts and boost your coding and analytical skills. You'll learn about advanced Python features such as list comprehension, slicing, lambda functions, regular expressions, map and reduce functions, and slice assignments. You'll also learn how to: Leverage data structures to solve real-world problems, like using Boolean indexing to find cities with above-average pollutionUse NumPy basics such as array, shape, axis, type, broadcasting, advanced indexing, slicing, sorting, searching, aggregating, and statisticsCalculate basic statistics of multidimensional data arrays and the K-Means algorithms for unsupervised learningCreate more advanced regular expressions using grouping and named groups, negative lookaheads, escaped characters, whitespaces, character sets (and negative characters sets), and greedy/nongreedy operatorsUnderstand a wide range of computer science topics, including anagrams, palindromes, supersets, permutations, factorials, prime numbers, Fibonacci numbers, obfuscation, searching, and algorithmic sortingBy the end of the book, you'll know how to write Python at its most refined, and create concise, beautiful pieces of "Python art" in merely a single line.

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