Finished dynamic programming.
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John Washam
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README.md
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README.md
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@ -711,29 +711,30 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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- [x] https://www.quora.com/What-is-tail-recursion-Why-is-it-so-bad
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- [x] https://www.youtube.com/watch?v=L1jjXGfxozc
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- [ ] **Dynamic Programming**
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- [ ] Videos:
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- [x] **Dynamic Programming**
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- This subject can be pretty difficult, as each DP soluble problem must be defined as a recursion relation, and coming up with it can be tricky.
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- I suggest looking at many examples of DP problems until you have a solid understanding of the pattern involved.
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- [x] Videos:
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- the Skiena videos can be hard to follow since he sometimes uses the whiteboard, which is too small to see
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- [x] Skiena: CSE373 2012 - Lecture 19 - Introduction to Dynamic Programming: https://youtu.be/Qc2ieXRgR0k?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=1718
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- [x] Skiena: CSE373 2012 - Lecture 20 - Edit Distance: https://youtu.be/IsmMhMdyeGY?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=2749
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- [x] Skiena: CSE373 2012 - Lecture 21 - Dynamic Programming Examples: https://youtu.be/o0V9eYF4UI8?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=406
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- [ ] Skiena: CSE373 2012 - Lecture 22 - Applications of Dynamic Programming: https://www.youtube.com/watch?v=dRbMC1Ltl3A&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=22
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- [x] Skiena: CSE373 2012 - Lecture 22 - Applications of Dynamic Programming: https://www.youtube.com/watch?v=dRbMC1Ltl3A&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=22
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- [x] Simonson: Dynamic Programming 0 (starts at 59:18): https://youtu.be/J5aJEcOr6Eo?list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&t=3558
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- [x] Simonson: Dynamic Programming I - Lecture 11: https://www.youtube.com/watch?v=0EzHjQ_SOeU&index=11&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm
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- [ ] Simonson: Dynamic programming II - Lecture 12: https://www.youtube.com/watch?v=v1qiRwuJU7g&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=12
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- [ ] Dynamic Programming for Programming Competitions: https://www.youtube.com/watch?v=Ad0DKl7HUwI
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- [ ] List of individual DP problems (each is short):
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- [x] Simonson: Dynamic programming II - Lecture 12: https://www.youtube.com/watch?v=v1qiRwuJU7g&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=12
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- [x] List of individual DP problems (each is short):
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https://www.youtube.com/playlist?list=PLrmLmBdmIlpsHaNTPP_jHHDx_os9ItYXr
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- [ ] Lecture notes:
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- [ ] http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#dynamicProgramming
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- [ ] Coursera:
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- [ ] The RNA secondary structure problem: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/80RrW/the-rna-secondary-structure-problem
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- [ ] A dynamic programming algorithm: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/PSonq/a-dynamic-programming-algorithm
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- [ ] Illustrating the DP algorithm: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/oUEK2/illustrating-the-dp-algorithm
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- [ ] Running time of the DP algorithm: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/nfK2r/running-time-of-the-dp-algorithm
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- [ ] DP vs. recursive implementation: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/M999a/dp-vs-recursive-implementation
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- [ ] Global pairwise sequence alignment: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/UZ7o6/global-pairwise-sequence-alignment
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- [ ] Local pairwise sequence alignment: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/WnNau/local-pairwise-sequence-alignment
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- [x] Yale Lecture notes:
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- [x] http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#dynamicProgramming
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- [x] Coursera:
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- [x] The RNA secondary structure problem: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/80RrW/the-rna-secondary-structure-problem
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- [x] A dynamic programming algorithm: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/PSonq/a-dynamic-programming-algorithm
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- [x] Illustrating the DP algorithm: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/oUEK2/illustrating-the-dp-algorithm
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- [x] Running time of the DP algorithm: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/nfK2r/running-time-of-the-dp-algorithm
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- [x] DP vs. recursive implementation: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/M999a/dp-vs-recursive-implementation
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- [x] Global pairwise sequence alignment: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/UZ7o6/global-pairwise-sequence-alignment
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- [x] Local pairwise sequence alignment: https://www.coursera.org/learn/algorithmic-thinking-2/lecture/WnNau/local-pairwise-sequence-alignment
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- [ ] **Combinatorics (n choose k) & Probability**
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- [ ] Make School: Probability: https://www.youtube.com/watch?v=sZkAAk9Wwa4
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@ -1228,6 +1229,9 @@ Some of mine (I already may know answer to but want their opinion or team perspe
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Sit back and enjoy. "netflix and skill" :P
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- [ ] List of individual Dynamic Programming problems (each is short):
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- https://www.youtube.com/playlist?list=PLrmLmBdmIlpsHaNTPP_jHHDx_os9ItYXr
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- [ ] MIT 18.06 Linear Algebra, Spring 2005 (35 videos):
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- https://www.youtube.com/playlist?list=PLE7DDD91010BC51F8
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