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Learn widely used algorithms
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Module 7
Introduction to Dynamic Programming
1
Identifying Optimal Substructure and Overlapping Subproblems
Identify the properties of overlapping subproblems and optimal substructure in a problem.
2
Fibonacci with DP: From Recursion to Memoization
Solve the Fibonacci sequence using DP, illustrating the transition from recursion to memoization.
3
Memoization to Tabulation Conversion
Convert a top-down memoized solution to a bottom-up tabulation approach.
4
Analyzing DP Complexity
Analyze the time and space complexity of dynamic programming solutions.
5
Space Optimization in Dynamic Programming
Optimize space complexity in DP solutions where possible (e.g., using a rolling array).
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Shortest Path & MST Algorithms
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Classic Dynamic Programming Applications