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Learning JavaScript Data Structures and Algorithms, by Loiane Groner
Free Ebook Learning JavaScript Data Structures and Algorithms, by Loiane Groner
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Understand and implement classic data structures and algorithms using JavaScriptAbout This Book
- Learn how to use the most used data structures such as array, stack, list, tree, and graphs with real-world examples
- Get a grasp on which one is best between searching and sorting algorithms and learn how to implement them
- Follow through solutions for notable programming problems with step-by-step explanations
If you are a JavaScript developer or someone who has basic knowledge of JavaScript, and want to explore its optimum ability, this fast-paced book is definitely for you. Programming logic is the only thing you need to know to start having fun with algorithms.
What You Will Learn- Declare, initialize, add, and remove items from arrays, stacks, and queues
- Create and use the most complex data structure, graphs, along with DFS and BFS algorithms
- Grasp the power of linked lists, doubly linked lists, and circular linked lists
- Store unique elements with hash tables, dictionaries, and sets
- Explore the applications of binary trees and binary search trees
- Sort data structures using bubble sort, selection sort, insertion sort, merge sort, and quick sort
- Search elements in data structures using sequential sort and binary search
- Understand the importance of big O notation, dynamic programming, and greedy algorithms
A data structure is a particular way of organizing data in a computer to utilize resources efficiently. Data structures and algorithms are the base of every solution to any programming problem.
This book begins by covering the basics of the JavaScript language and then moves on to discuss the most important data structures such as array, queue, stack, and linked list. You will also gain an in-depth knowledge of how hash tables and set data structure function. After this, you will be taught what trees are, and how to use the binary tree and the binary search tree.
In subsequent chapters, you will learn about graphs, DFS, and BFS. Finally, we will round off by learning how to differentiate between various searching and sorting algorithms such as sequential search, binary search, quick sort, bubble sort, and so on, and how to implement them. Towards the end of the book, you will also be introduced to dynamic programming.
- Sales Rank: #695276 in Books
- Published on: 2014-10-27
- Released on: 2014-10-27
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x .50" w x 7.50" l, .84 pounds
- Binding: Paperback
- 218 pages
About the Author
Loiane Groner
Loiane Groner lives in Sao Paulo, Brazil and has over 9 years of software development experience. While at university, she demonstrated great interest in IT. She worked as a teaching assistant for 2 and a half years specializing in teaching algorithms, data structures, and computing theory. She represented her university at the ACM International Collegiate Programming Contest, Brazilian Finals (South America Regionals), and also worked as Student Delegate of SBC (Brazilian Computing Society) for 2 years. She won a merit award in her senior year for being one of the top three students with the best GPAs in the Computer Science department and also graduated with honors. She has already worked at multinational companies, such as IBM. Her areas of expertise include Java SE, Java EE, and also Sencha technologies (Ext JS and Sencha Touch). Nowadays, she is working as Software Development Manager at a financial institution, where she manages overseas solutions. She also works as an independent Sencha consultant and coach. She has also authored books such as ExtJS 4 First Look, Mastering JS and Sencha Architect App Development for Packt Publishing. She is passionate about Sencha and Java, and is the CampinasJUG (Campinas Java Users Group) leader and ESJUG (Espirito Santo Java Users Group) coordinator, both Brazilian JUGs. She also contributes to the software development community through her blogs: http://loianegroner.com(English) and http://loiane.com (Portuguese-BR), where she writes about IT careers, Ext JS, Sencha Touch, Phonegap, Spring Framework, and general development notes, and also publishes screencasts.
Most helpful customer reviews
9 of 10 people found the following review helpful.
Very good introduction to JavaScript & using it.
By Josh Goldberg
The book's title undersells it a little. The first chapter is a solid, concise introduction to using the language, and is followed by a series of chapters that each bring the reader into a better understanding of how to use both JavaScript and programming concepts in general. I see this book as a good companion for teaching Computer Science II level material in JavaScript. The examples are straightforward and logical, as are the explanations. It's hard to find fault with the book's approach to teaching because there's so little chaff to complain about. It simply teaches you what you need to know, which I found very refreshing.
Overall, while the book isn't positioned as the be-all and end-all of understanding the JavaScript language, it is an overall excellent introduction to the language and implementing data structures in it.
1 of 1 people found the following review helpful.
Excellent Data structure book. Missing Chapter.
By Armando Padilla
Excellent resource into data structures from the JS point of view. Very clear and easy to follow examples for each data structure. What I like best about this book is that the data structures are associated to real examples. If you're having a hard time understanding data structure or if you want to simply get your foot into the Algo space AND have JS experience start here. One issue, and the reason I brought it down to 4 stars, was the missing Chapter 11. The book refers to the chapter but is not present. It seems that chapter was going to go into big O notation.
3 of 3 people found the following review helpful.
Great Price, Excellent Presentation, and Straight to the Point
By Doctor B
This book is one of my favorite algorithm texts. It gets straight to the point providing you with examples of how the data structure or algorithm can be used and application of the algorithm in JavaScript. If you are studying algorithms in school, you're probably using the Cormen text or possibly Sedgewick's or Kleinberg's. Definitely recommend using this as a supplement for those texts.
If you're not taking an algorithm class and want to see how to implement common data structures and algorithms in JavaScript, or you're looking to brush-up for a job interview, or you have some JavaScript background and want to improve your skills, definitely pick this up! The price is great as well.
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