Dynamic Programming Algorithms

سرفصل های دوره

Be ready for dynamic programming coding interview by learning how to handle practically any form of dynamic programming

1. Introduction

1. Introduction.html

2. 1- Fibonacci Number

1.1 BottomUP.zip

1. Bottom Up Dynamic Programming

2.1 TopDown.zip

2. Top Down Dynamic Programming

3.1 ConstantSpace.zip

3. Bottom Up -- Constant Space

3. 2- Climbing Stairs

1.1 solution.zip

1.2 solution.zip

1. Bottom Up Dynamic Programming

2.1 solution.zip

2. Top Down Dynamic Programming

4. 3- House Robber

1.1 solution.zip

1. Recursive Naive & Memoized

2.1 solution.zip

2. 1D Tabulation DP & Space Optimised DP

5. 4- Decode Ways

1.1 solution.zip

1. Top-Down -- Recursive Naive & Memoized

2.1 solution.zip

2. Bottom Up -- 1D Tabulation DP

3.1 optimized.zip

3. Optimized DP [O(1) Space]

6. 5- Longest Common Subsequence

1.1 solution.zip

1. Bottom UP - Dynamic Programming

2.1 solution.zip

2. Top Down - Dynamic Programming

7. 6- 01 Knapsack Problem

1.1 BottomUp.zip

1. 2D Tabulation - Dynamic Programming

2.1 TopDown.zip

2. Top down - Memoization

3.1 Solution.zip

3. 1D Tabulation -- Dynamic Programming

8. 7- Partition Equal Subset Sum

1.1 topdown.zip

1. Recursive Naive & Memoized

2.1 tabulation.zip

2. 1D Tabulation

9. 8- Longest Increasing Subsequence

1.1 solution.zip

1. Recursive Naive & Memoized

2.1 solution.zip

2. 1D Tabulation

10. 9- Count Number of Subsets

1.1 solution.zip

1. Bottom Up Dynamic Programming -- 1D Tabulation

11. 10- Coin Change

1.1 solution.zip

1. Recursive Naive & Memoized

2.1 solution.zip

2. 1D Tabulation

12. 11- Coin Change II

1.1 solution.zip

1. 1D Tabulation

13. 12- Word Break

1.1 wordbreak.zip

1. 1D Tabulation

14. 13- Target Sum

1.1 topdown.zip

1. Top-Down Memoization

2.1 bottomup.zip

2. 2D Tabulation

15. 14- Edit Distance

1.1 solution.zip

1. Edit Distance -- Bottom UP DP

2.1 solution.zip

2. Edit Distance -- Top Down

16. 15- Regular Expression Matching

1.1 solution.zip

1. 2D Bottom UP

17. 16- Range Sum Query 2D - Immutable

1.1 solution.zip

1. 2D Tabulation

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تولید کننده: Udemy-Training