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{
"categoryl0": "Languages and Programming",
"categoryl1": "Data Structures",
"skills": {
"beginner": "Know basic data structures provided by almost every languages: Array, List, Stack and Map (aka. Dictionary)",
"intermediate": "Able to build, explain and use basic data structures : Array, List, Stack and Map",
"confirmed": "Know the space and time tradeoffs of basic data structures",
"expert": "Knowledge and proficiency to use advanced data structures like: B-trees, Bloom filters, Tries, Fibonacci heaps, etc."
},
"trends": {
"description": "<a href=\"http: //en.wikipedia.org/wiki/Persistent_data_structure\">Persistent Data Structure</a> and <a href=\"http://en.wikipedia.org/wiki/Category:Probabilistic_data_structures\">Probabilistic Data Structures</a> (Bloom Filter, HyperLogLog, etc.)",
"links": [{
"title": "React.js Conf 2015 - Immutable Data and React",
"url": "https://www.youtube.com/watch?v=I7IdS-PbEgI"
}, {
"title": "Probabilistic Data Structures for Web Analytics and Data Mining",
"url": "https://highlyscalable.wordpress.com/2012/05/01/probabilistic-structures-web-analytics-data-mining/"
}, {
"title": "HyperLogLog in Redis",
"url": "http://antirez.com/news/75"
}, {
"title": "Why Data Structures Matter?",
"url": "https://joelneely.wordpress.com/2011/03/05/why-data-structures-matter/"
}]
},
"articles": {
"description": "",
"links": [{
"title": "Data Structure Visualizations",
"url": "http://www.cs.usfca.edu/~galles/visualization/Algorithms.html"
}, {
"title": "Trie Data Structure",
"url": "http://www.toptal.com/java/the-trie-a-neglected-data-structure"
}, {
"title": "Basic Data Structures and Algorithms in the Linux Kernel <i class=\"fa fa-stack-exchange\"></i>",
"url": "http://cstheory.stackexchange.com/questions/19759/core-algorithms-deployed/19773#19773"
}, {
"title": "What are the lesser known but useful data structures? <i class=\"fa fa-stack-overflow\"></i>",
"url": "http://stackoverflow.com/questions/500607/what-are-the-lesser-known-but-useful-data-structures?rq=1"
}, {
"title": "Exotic Data Structures",
"url": "http://concatenative.org/wiki/view/Exotic%20Data%20Structures"
}, {
"title": "How do I learn Data Structures and Algorithms? <span class=\"social social-quora\"></span>",
"url": "http://www.quora.com/How-do-I-learn-Data-Structures-and-Algorithms-2"
}, {
"title": "Spatial Data Structures for Better Map Interactions",
"url": "http://chairnerd.seatgeek.com/spatial-data-structures-for-better-map-interactions/"
}, {
"title": "VP-Tree",
"url": "http://stevehanov.ca/blog/index.php?id=130"
}, {
"title": "Choosing the right data structure",
"url": "https://mathieularose.com/choosing-the-right-data-structures/"
}]
},
"courses": {
"description": "",
"links": [{
"title": "Advanced Data Structures MIT",
"url": "http://courses.csail.mit.edu/6.851/spring12/"
}]
},
"books": {
"description": "",
"links": [{
"title": "opendatastructures.org",
"url": "http://opendatastructures.org/"
}, {
"title": "Fundamental Data Structures",
"url": "http://en.wikipedia.org/wiki/Book:Fundamental_Data_Structures",
"tags": ["Wikibook"]
}, {
"title": "Data Structures Succinctly Part 1 (Linked List, Array List, Stack and Queue, Binary Search Tree, Set, Sorting Algorithms)",
"url": "http://www.syncfusion.com/resources/techportal/ebooks/datastructurespart1",
"tags": ["Free", "registration needed"]
}, {
"title": "Data Structures Succinctly Part 2 (skip lists, hash table, heap and priority queue, AVL tree)",
"url": "http://www.syncfusion.com/resources/techportal/ebooks/datastructurespart2",
"tags": ["Free", "registration needed"]
}, {
"title": "Data Structures and Algorithms: Annotated Reference with Examples",
"url": "https://drive.google.com/file/d/0B48k2jhdQ5P2aVlmMFB1UUJLczA/edit?usp=sharing"
}, {
"title": "Linked List Basics",
"url": "http://cslibrary.stanford.edu/103/LinkedListBasics.pdf",
"tags": ["Free", "PDF"]
}, {
"title": "Data Structures",
"url": "http://en.wikipedia.org/wiki/Book:Data_structures",
"tags": ["Wikibook"]
}, {
"title": "Dictionary of Algorithms and Data Structures",
"url": "http://xlinux.nist.gov/dads/"
}, {
"title": "Okasaki Purely Functional Data Structures",
"url": "http://www.amazon.com/Purely-Functional-Structures-Chris-Okasaki/dp/0521663504/",
"tags": ["Amazon"]
}]
}
}