
Master Unbounded Knapsack DP: Coin Change & Beyond
Master Unbounded Knapsack DP by deriving Coin Change and Coin Change II from first principles. Two LeetCode classics, one forward-loop template.
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Master Unbounded Knapsack DP by deriving Coin Change and Coin Change II from first principles. Two LeetCode classics, one forward-loop template.

Master the 0/1 Knapsack DP pattern by deriving Partition Equal Subset Sum and Target Sum from first principles. Two LeetCode classics, one template.

Master Union-Find with path compression and union by rank. Interactive playground lets you merge sets and watch trees flatten in real time.

Master Bitmask Dynamic Programming. Build dp[mask] intuition, see why backtracking explodes, and derive K Equal Subsets and Work Sessions like a candidate

Master the Grid DP pattern by deriving Unique Paths and Minimum Path Sum from first principles. One cell-by-cell template, two LeetCode classics.

Master Decision Dynamic Programming. Build dp[i] intuition, see why greedy fails, and derive Job Scheduling and Min Cost Tickets like a candidate.

Master state machine DP with stocks. Build the holding-vs-cash mental model and crack Best Time to Buy and Sell Stock I and with Cooldown.

Master the Linear DP pattern by deriving Climbing Stairs and House Robber from first principles. One template, five lines, dozens of LeetCode wins.

Master Bounded Knapsack DP. Add a dimension per constraint, loop backwards, and crack Ones and Zeroes and Profitable Schemes like a candidate.

See how AWS-style networks find the cheapest way to connect every region. Interactive visualizer, Python walkthrough, and pattern recognition guide.

Step through Prim's algorithm visually. See how a min-heap grows the minimum spanning tree, with interactive simulator and Python code.

How Tarjan's algorithm finds recommendation loops in directed graphs. Netflix-style example, interactive visualizer, Python benchmarks.