Introduction to Algorithmic Design and Analysis

سرفصل های دوره

Learn The Art of Computer Programming

1 - Math Fundamentals for Algorithms Summations Series and Bounds

1 - Summations Series and Bounds.html

1 - Summations & Products

2 - Series & Sequences

3 - Bounding Summations

2 - Math Fundamentals for Algorithms Set Theory

2 - Set Theory Quiz.html

4 - Introduction to Sets

5 - De Morgans Laws & Other Set Operations

3 - Math Fundamentals for Algorithms Probability & Combinatorics

3 - Probability & Combinatorics.html

6 - Combinations & Permutations

7 - Intro to Probability

8 - Discrete Random Variables

4 - Math Fundamentals for Algorithms Recursion

4 - Recursive Functions.html

9 - Defining Recursive Functions

10 - Analyzing Recursive Functions

5 - Math Fundamentals for Algorithms Asymptotic Analysis

5 - Asymptotic Analysis.html

11 - Asymptotic Analysis Brief Overview

12 - Common Notations in Asymptotic Analysis

13 - Master Method

6 - Sorting and DivideandConquer Algorithms

6 - Maximum Subarray Bubble Sort Merge Sort.html

14 - Maximum Subarray Algorithm

15 - Maximum Subarray Pseudocode.html

15 - Maximum-Subarray.pdf

16 - Analyzing Maximum Subarray Algorithm

17 - Bubble Sort

18 - Bubble Sort Pseudocode Logic and Analysis.html

18 - Bubble-Sort-Pseudocode-1.pdf

19 - Merge Sort

19 - Merge-Step-In-Merge-Sort.pdf

20 - Merge Pseudocode.html

20 - Merge-Step-In-Merge-Sort.pdf

7 - Common Data Structures

7 - Linked Lists Stacks Queues Hash Maps and BSTs.html

21 - Linked Lists

22 - Linked List Operations & Pseudocode.html

22 - Linked-List-Operations.pdf

23 - Stacks & Queues

24 - Stacks & Queues Pseudocode.html

24 - Stacks-Queues.pdf

25 - Hash Maps

26 - Hash Map Operations With Chaining.html

26 - Hash-Maps-Chaining.pdf

27 - Binary Search Trees

28 - Binary Search Tree Operations.html

28 - Binary-Search-Tree-Operations.pdf

8 - Dynamic Programming & Graph Algorithms

8 - Dynamic Programming & Graph Search.html

29 - Dynamic Programming

30 - Dynamic Programming Explanation & Rodcutting Pseudocode.html

30 - Dynamic-Programming-Rod-Cutting.pdf

31 - Graphs BFS and DFS

32 - Graphs BFS and DFS Pseudocode.html

32 - Graphs-BFS-and-DFS.pdf

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تولید کننده: Udemy