000 a
999 _c31287
_d31287
008 220916b xxu||||| |||| 00| 0 eng d
020 _a9781786467355
082 _a005.133
_bBAK
100 _aBaka, Benjamin
245 _aPython data structures and algorithms : improve the performance and speed of your applications
260 _bPackt Publishing,
_c2017
_aBirmingham :
300 _a292 p. ;
_bill.,
_c25 cm
365 _b3199.00
_cINR
_d1
520 _aImplement classic and functional data structures and algorithms using Python About This Book A step by step guide, which will provide you with a thorough discussion on the analysis and design of fundamental Python data structures. Get a better understanding of advanced Python concepts such as big-o notation, dynamic programming, and functional data structures. Explore illustrations to present data structures and algorithms, as well as their analysis, in a clear, visual manner. Who This Book Is For The book will appeal to Python developers. A basic knowledge of Python is expected. What You Will Learn Gain a solid understanding of Python data structures. Build sophisticated data applications. Understand the common programming patterns and algorithms used in Python data science. Write efficient robust code. In Detail Data structures allow you to organize data in a particular way efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. In this book, you will learn the essential Python data structures and the most common algorithms. With this easy-to-read book, you will be able to understand the power of linked lists, double linked lists, and circular linked lists. You will be able to create complex data structures such as graphs, stacks and queues. We will explore the application of binary searches and binary search trees. You will learn the common techniques and structures used in tasks such as preprocessing, modeling, and transforming data. We will also discuss how to organize your code in a manageable, consistent, and extendable way. The book will explore in detail sorting algorithms such as bubble sort, selection sort, insertion sort, and merge sort. By the end of the book, you will learn how to build components that are easy to understand, debug, and use in different applications. Style and Approach The easy-to-read book with its fast-paced nature will improve the productivity of Python programmers and improve the performance of Python applications. Downloading the example code for this book. You can download the example code files for all Packt books you have purchased from your account at http://www.PacktPub.com. If you purchased this book elsewhere, you can visit http://www.PacktPub.com/support and register to have the code file.
650 _aApplication software Development
650 _aProgramming Languages
650 _aElectronic books
650 _aLangage de programmation
650 _aArray module
650 _aBinary search tree
650 _aBubble sort
650 _aBuilt-in data types
650 _aData visualizazation
650 _aDoubly linked list
650 _aGreedy algorithms
650 _a Hash table
650 _aInterpolation search
650 _aKaratsuba algorithm
650 _a Merge sort algorithm
650 _aNumPy
650 _a Pointer structures
650 _aQuick sort
650 _aRecursive functions
650 _aTuple
942 _2ddc
_cBK