Algorithms/Dynamic Programming

Resources

MIT Open Courseware 6.006

Links to Videos

Dynamic programming 1: Fibonacci, shortest paths: https://www.youtube.com/watch?v=OQ5jsbhAv_M

Dynamic programming 2: Blackjack: https://www.youtube.com/watch?v=ENyox7kNKeY

Dynamic programming 3: Parenthesization, edit distance, knapsack: https://www.youtube.com/watch?v=ocZMDMZwhCY

Dynamic programming 4: guitars, tetris, super mario: https://www.youtube.com/watch?v=tp4_UXaVyx8

MIT Open Courseware 6.046

Links to Videos

The topic of dynamic programming is covered in the MIT 6.046 open courseware playlist: https://www.youtube.com/watch?v=2P-yW7LQr08&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp

The course begins with dynamic programming, by covering the divide and conquer approach for finding a convex hull: https://www.youtube.com/watch?v=EzeYI7p9MjU&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=2

It continues with a divide and conquer approach for matrix algebra and Fast Fourier Transforms: https://www.youtube.com/watch?v=iTMn0Kt18tg&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=4

It then covers divide and conquer for van Emde Boas trees: https://www.youtube.com/watch?v=hmReJCupbNU&index=6&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp

Recitation with more dynamic programming examples: https://www.youtube.com/watch?v=krZI60lKPek&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=12

Advanced dynamic programming: https://www.youtube.com/watch?v=Tw1k46ywN6E&index=14&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp

Dynamic programming for all pairs, shortest paths: https://www.youtube.com/watch?v=NzgFUwOaoIw&index=15&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp