- Topic 0 - Big O Notation, Arithematic
- Karatsuba Algorithm
- Topic 1 - Divide and Conquer Algorithm
- Master Theorem
- Matrix Multiplication
- Find Medians
- FFT & IFFT
- FFT0
- Topic 2 - Graphs
- DFS
- Connected Compoments
- Directed Graph
- Strongly Connected Components (SCCs)
- Topic 3 - Paths in Graphs
- Single-source Shortest Paths (SSSP)
- BFS
- binary search
- Dijkstra's Algorithm
- paths_on_graphs
- greatest_roads
- Bellman-Ford Algorithm
- Topic 4 - Greedy Algorithm
- Scheduling
- Horn Formulas
- Huffman Encoding
- MST
- Kruskal’s Algorithm
- Kruskals
- Kruskal’s Algorithm
- Prim’s Algorithm
- Topic 5 - Dynamic Programming
- Longest Increasing Subsequences
- Edit Distance
- Knapsack
- Single Source Shortest Paths (SSSP) - Revisited
- All Pairs Shortest Paths (APSP)
- Traveling Salesperson Problem (TSP)
- Independent Sets
- Topic 6 - Linear Programming
- Duality
- Max Flow
- Bipartite Matching
- Zero-Sum Games
- Multiplicative Weights
- Topic 7 - Coping with NP-completeness
- Reductions
- Reductions (Vertex Cover -> LP)
- Approximation
- Approximation (for Traveling Salesman Problem)
- Reductions
- Topic 8 - Randomized Algorithms
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