INTERACTIVE COURSE

Beginner

61 Lessons

14h

Certificate of Completion

AI Explanations

AI Explanations

11 Playgrounds

18 Challenges

178 Illustrations

Course Overview

Learn introductory computer science algorithms, including searching, sorting, recursion, and graph theory through a combination of articles, visualizations, quizzes, and coding challenges. Implement Challenges in Java, Python, C++ or Javascript.

Course Content

1

Intro to Algorithms

2

Binary Search

Binary SearchImplementing Binary Search of an ArrayChallenge: Binary SearchRunning Time of Binary SearchQuiz: Running time of binary search

3

Asymptotic Analysis

Introduction to Asymptotic notationBig-θ (Big-Theta) notationFunctions in Asymptotic NotationBig-O notationBig-Ω (Big-Omega) notationQuiz: Asymptotic notation

4

Selection Sort

SortingChallenge: Implement SwapSelection Sort PseudocodeChallenge: Find minimum in SubarrayChallenge: Implement Selection SortAnalysis of Selection Sort

5

Insertion Sort

Insertion SortChallenge: Insert a Value Before an Index in Sorted OrderInsertion Sort pseudocodeChallenge: Implement Insertion SortAnalysis of Insertion Sort

6

Recursion Algorithms

11 Lessons

7

Towers of Hanoi

4 Lessons

8

Merge Sort

6 Lessons

9

Quick Sort

5 Lessons

10

Graphs

3 Lessons

11

Breadth-first Search

4 Lessons

12

License

2 Lessons

13

Non-comparison based sorting algorithms

1 Lesson

COURSE AUTHOR

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