- Recursion and binary search
- Bags, queues and stacks
- Time, memory, scalability and big O
- Merge sort
- Quick sort
- Particle swarms
- Job scheduling algorithm
- Balanced Search Trees (including Red-Black BST)
- Hash Tables and Hash Maps.
- Graphs. (Undirected). Depth first and Breadth first searches.
- Graphs. (Directed). Reachability. Connectivity. Cycles. DAG. Precedence-constrained scheduling.
- Graphs (Wheighted). Dijkstra's shortest path algorithm.
- Graphs. (Wheighted). A* (A-star) shortest path algorithm.
-
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