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A Common-sense guide to data structures and algorithms : level up your core programming skills / Jay Wengrow

By: Wengrow, Jay [author]Material type: Text

TextPublication details: Raleigh, North Carolina : The Pragmatic Bookshelf, c2020Edition: Second EditionDescription: xviii, 481 pages : illustrations ; 24 cmISBN: 9781680507225Subject(s): ALGORITHMS | DATA STRUCTURESLOC classification: QA 76.9.D35 .W46 2020

Contents:

Why data structures matter -- Why algorithms matter -- O yes! Big O notation -- Speeding up your code with Big O -- Optimizing code with and without Big O -- Optimizing for optimistic scenarios -- Big O in everyday code -- Blazing fast lookup with hash tables -- Crafting elegant code with stacks and queues -- Recursively recurse with recursion -- Learning to write in recursive -- Dynamic programming -- Recursive algorithms for speed -- Node-based data structures -- Speeding up all the things with binary search trees -- Keeping your priorities straight with heaps -- It doesn't hurt to trie -- Connecting everything with graphs -- Dealing with space constraints -- Techniques for code optimization.

Summary: Take a practical approach to data structures and algorithms, using techniques and real-world scenarios in JavaScript, Python, and Ruby that you can put into production right away. This new and revised second edition features new chapters on recursion, dynamic programming, and using Big O in your daily work.

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Item type	Current library	Home library	Collection	Shelving location	Call number	Copy number	Status	Date due	Barcode
Books	LRC - Main	National University - Manila	Digital Forensic	General Circulation	GC QA 76.9.D35 .W46 2020 (Browse shelf (Opens below))	c.1	Available		NULIB000019590
Books	National University - Manila	National University - Manila	Digital Forensic	General Circulation	GC QA 76.9.D35 .W46 2020 c.2 (Browse shelf (Opens below))	c.2	Available		NULIB000019604

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Previous	GC QA 76.9.D3 .I54 c.2 CS 219 : information management, study guide /	GC QA 76.9.D3 .I54 c.3 CS 219 : information management, study guide /	GC QA 76.9.D35 .W46 2020 A Common-sense guide to data structures and algorithms : level up your core programming skills /	GC QA 76.9.D35 .W46 2020 c.2 A Common-sense guide to data structures and algorithms : level up your core programming skills /	GC QA 76.9.H85 .B43 2020 Learn human-computer interaction : solve human problems and focus on rapid prototyping and validating solutions through user testing /	GC QA 76.9.M35 .D57 1998 c.1 Discrete mathematics - CS218 /	GC QA 76.9.M35 .D57 1998 c.2 Discrete mathematics - CS218 /	Next

Includes bibliographical references.

Why data structures matter --
Why algorithms matter --
O yes! Big O notation --
Speeding up your code with Big O --
Optimizing code with and without Big O --
Optimizing for optimistic scenarios --
Big O in everyday code --
Blazing fast lookup with hash tables --
Crafting elegant code with stacks and queues --
Recursively recurse with recursion --
Learning to write in recursive --
Dynamic programming --
Recursive algorithms for speed --
Node-based data structures --
Speeding up all the things with binary search trees --
Keeping your priorities straight with heaps --
It doesn't hurt to trie --
Connecting everything with graphs --
Dealing with space constraints --
Techniques for code optimization.

Take a practical approach to data structures and algorithms, using techniques and real-world scenarios in JavaScript, Python, and Ruby that you can put into production right away. This new and revised second edition features new chapters on recursion, dynamic programming, and using Big O in your daily work.

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