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 pollution
Use NumPy basics such as array, shape, axis, type, broadcasting, advanced
indexing, slicing, sorting, searching, aggregating, and statistics
Calculate basic statistics of multidimensional data arrays and the K-Means
algorithms for unsupervised learning
Create more advanced regular expressions using grouping and named groups,
negative lookaheads, escaped characters, whitespaces, character sets (and
negative characters sets), and greedy/nongreedy operators
Understand a wide range of computer science topics, including anagrams,
palindromes, supersets, permutations, factorials, prime numbers, Fibonacci
numbers, obfuscation, searching, and algorithmic sorting
By 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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Professional. Christian Mayer, Christian Mayer Ви можете по посиланню