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@@ -249,16 +249,28 @@ Hash tables
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* - https://www.lynda.com/Developer-Programming-Foundations-tutorials/Understanding-hash-functions/149042/177126-4.html
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* - https://www.lynda.com/Developer-Programming-Foundations-tutorials/Using-hash-tables/149042/177127-4.html
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* - https://www.lynda.com/Developer-Programming-Foundations-tutorials/Supporting-hashing/149042/177128-4.html
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- * - https://www.lynda.com/Developer-Programming-Foundations-tutorials/Language-support-hash-tables/149042/177129-4.html?
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+ * - https://www.lynda.com/Developer-Programming-Foundations-tutorials/Language-support-hash-tables/149042/177129-4.html
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+ * - https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/m7UuP/core-hash-tables
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* - https://www.youtube.com/watch?v=C4Kc8xzcA68
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* - https://class.coursera.org/algs4partI-010/lecture/52
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* - https://class.coursera.org/algs4partI-010/lecture/53
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* - https://class.coursera.org/algs4partI-010/lecture/55
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* - https://class.coursera.org/algs4partI-010/lecture/56
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* - https://www.coursera.org/learn/data-structures/home/week/3
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- - https://www.coursera.org/learn/data-structures/lecture/NYZZP/phone-book-problem
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- - https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/m7UuP/core-hash-tables
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- - test: implement with only arrays
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+ * - https://www.coursera.org/learn/data-structures/lecture/NYZZP/phone-book-problem
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+ * - distributed hash tables:
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+ - https://www.coursera.org/learn/data-structures/lecture/DvaIb/instant-uploads-and-storage-optimization-in-dropbox
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+ - https://www.coursera.org/learn/data-structures/lecture/tvH8H/distributed-hash-tables
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+ * - MIT:
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+ https://www.youtube.com/watch?v=0M_kIqhwbFo&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=8
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+ https://www.youtube.com/watch?v=BRO7mVIFt08&index=9&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb
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+ https://www.youtube.com/watch?v=rvdJDijO2Ro&index=10&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb
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+ - implement with array using linear probing
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+ - add(key, value)
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+ - exists(key)
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+ - get(key)
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+ - remove(key)
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+ - upsert(key, value) - adds key if it doesn't exist, or updates value if it does
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Tries
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- https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/08Xyf/core-introduction-to-tries
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Disjoint Sets:
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@@ -282,12 +294,6 @@ Heap (data structure):
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- https://class.coursera.org/algs4partI-010/lecture/39
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Priority Queue
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- https://en.wikipedia.org/wiki/Priority_queue
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-Bit operations
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- - http://graphics.stanford.edu/~seander/bithacks.html
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- - count on bits
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- - https://youtu.be/Hzuzo9NJrlc
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- - max run of on/off bits
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- - bit shifting
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* - Parity & Hamming Code:
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Parity:
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https://www.youtube.com/watch?v=DdMcAUlxh1M
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@@ -296,6 +302,12 @@ Bit operations
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https://www.youtube.com/watch?v=JAMLuxdHH8o
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Error Checking:
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https://www.youtube.com/watch?v=wbH2VxzmoZk
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+Bit operations
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+ - http://graphics.stanford.edu/~seander/bithacks.html
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+ - count on bits
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+ - https://youtu.be/Hzuzo9NJrlc
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+ - max run of on/off bits
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+ - bit shifting
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Binary search
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Sorting
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- stability in sorting algorithms:
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@@ -392,13 +404,14 @@ Processes, Threads, Concurrency issues
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- how they work
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- deadlock
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- livelock
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-Process resource needs
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-Thread resource needs
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-Modern concurrency constructs with multicore processors
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-Operating Systems:
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+Operating Systems (25 videos):
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- https://www.youtube.com/watch?v=-KWd_eQYLwY&index=2&list=PL-XXv-cvA_iBDyz-ba4yDskqMDY6A1w_c
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-Context switching
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- - How context switching is initiated by the operating system and underlying hardware
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+ Covers:
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+ Modern concurrency constructs with multicore processors
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+ Process resource needs
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+ Thread resource needs
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+ Context switching
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+ - How context switching is initiated by the operating system and underlying hardware
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Scheduling
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Weighted random sampling
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Implement system routines
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@@ -569,24 +582,42 @@ String search algorithm:
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CSE373 - Analysis of Algorithms (25 videos):
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- https://www.youtube.com/watch?v=ZFjhkohHdAA&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=1
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-6.042: Math for CS (25 videos):
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+MIT 6.042: Math for CS (25 videos):
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- https://www.youtube.com/watch?v=L3LMbpZIKhQ&list=PLB7540DEDD482705B
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-6.006: Intro to Algorithms (47 videos):
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+MIT 6.006: Intro to Algorithms (47 videos):
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- https://www.youtube.com/watch?v=HtSuA80QTyo&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&nohtml5=False
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-6.033: Computer System Engineering (22 videos):
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+MIT 6.033: Computer System Engineering (22 videos):
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- https://www.youtube.com/watch?v=zm2VP0kHl1M&list=PL6535748F59DCA484
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-6.046: Design and Analysis of Algorithms (34 videos):
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+MIT 6.046: Design and Analysis of Algorithms (34 videos):
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- https://www.youtube.com/watch?v=2P-yW7LQr08&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp
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-6.851: Advanced Data Structures (22 videos):
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- - https://www.youtube.com/watch?v=T0yzrZL1py0&list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf
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+MIT 6.858 Computer Systems Security, Fall 2014 ():
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+ - https://www.youtube.com/watch?v=GqmQg-cszw4&index=1&list=PLUl4u3cNGP62K2DjQLRxDNRi0z2IRWnNh
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+
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+MIT 6.851: Advanced Data Structures (22 videos):
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+ - https://www.youtube.com/watch?v=T0yzrZL1py0&list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf&index=1
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Stanford: Programming Paradigms (17 videos)
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- https://www.youtube.com/watch?v=jTSvthW34GU&list=PLC0B8B318B7394B6F&nohtml5=False
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+MIT 6.050J Information and Entropy, Spring 2008 ()
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+ - https://www.youtube.com/watch?v=phxsQrZQupo&list=PL_2Bwul6T-A7OldmhGODImZL8KEVE38X7
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+
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+Introduction to Cryptography:
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+ - https://www.youtube.com/watch?v=2aHkqB2-46k&feature=youtu.be
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+
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+##########################################################################################
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+## Google:
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+##########################################################################################
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+
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+- How Search Works:
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+ https://www.google.com/insidesearch/howsearchworks/thestory/
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+ https://www.youtube.com/watch?v=BNHR6IQJGZs
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+ https://www.google.com/insidesearch/howsearchworks/
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+
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##########################################################################################
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## Articles:
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##########################################################################################
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