📊 Data & Tech Skills

JavaScript Algorithms and Data Structures

This comprehensive course is designed to provide in-depth knowledge and practical expertise in JavaScript algorithms and...

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Sections

1. Introduction to JavaScript and Computational Thinking
18 views

Learn the basics of JavaScript and the principles of computational thinking that underpin algorithmic problem-solving.

10 topics (10 versions)

1.1JavaScript Basics

1.2Understanding Algorithms

1.3Computational Thinking

1.4Problem Solving Techniques

1.5Writing Pseudocode

1.6Time Complexity

1.7Space Complexity

1.8Big O Notation

1.9Analyzing Code Efficiency

1.10Debugging Techniques

2. Data Structures in JavaScript
1 views

Explore the core data structures used in JavaScript, including their implementations and applications.

10 topics (10 versions)

2.1Arrays

2.2Objects

2.3Linked Lists

2.4Stacks

2.5Queues

2.6Sets

2.7Maps

2.8Trees

2.9Graphs

2.10Hash Tables

3. Sorting Algorithms
18 views

Understand various sorting algorithms, their efficiencies, and when to use them.

10 topics (10 versions)

3.1Bubble Sort

3.2Selection Sort

3.3Insertion Sort

3.4Merge Sort

3.5Quick Sort

3.6Heap Sort

3.7Radix Sort

3.8Bucket Sort

3.9Counting Sort

3.10Tim Sort

4. Searching Algorithms
12 views

Dive into searching techniques and learn how to implement them in JavaScript.

10 topics (10 versions)

4.1Linear Search

4.2Binary Search

4.3Jump Search

4.4Interpolation Search

4.5Exponential Search

4.6Fibonacci Search

4.7Sublist Search

4.8Binary Search Trees

4.9Depth First Search

4.10Breadth First Search

5. Recursion and Recursive Algorithms
8 views

Master the concept of recursion and its applications in algorithm design.

10 topics (10 versions)

5.1Understanding Recursion

5.2Recursive vs Iterative Solutions

5.3Tail Recursion

5.4Recursion Trees

5.5Backtracking

5.6Divide and Conquer

5.7Dynamic Programming

5.8Recursive Sorts

5.9Recursive Data Structures

5.10Memoization

6. Advanced Data Structures
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Learn about complex data structures and their role in efficient algorithm design.

10 topics (10 versions)

6.1Binary Trees

6.2AVL Trees

6.3Red-Black Trees

6.4B-Trees

6.5Heaps

6.6Tries

6.7Graphs

6.8Adjacency Lists

6.9Adjacency Matrices

6.10Sparse Tables

7. Graph Algorithms
12 views

Explore algorithms for processing graphs and their applications.

10 topics (10 versions)

7.1Graph Representation

7.2Graph Traversal

7.3Shortest Path Algorithms

7.4Minimum Spanning Tree

7.5Dijkstra’s Algorithm

7.6Bellman-Ford Algorithm

7.7Floyd-Warshall Algorithm

7.8Prim’s Algorithm

7.9Kruskal’s Algorithm

7.10Topological Sorting

8. Dynamic Programming
5 views

Gain insights into dynamic programming and how it simplifies complex problems.

10 topics (10 versions)

8.1Dynamic Programming Concepts

8.2Memoization vs Tabulation

8.3Fibonacci Sequence

8.4Knapsack Problem

8.5Longest Common Subsequence

8.6Longest Increasing Subsequence

8.7Edit Distance

8.8Coin Change Problem

8.9Matrix Chain Multiplication

8.10Subset Sum Problem

9. Greedy Algorithms
8 views

Understand greedy algorithms and their efficiency in solving optimization problems.

10 topics (10 versions)

9.1Greedy Algorithm Basics

9.2Activity Selection Problem

9.3Huffman Coding

9.4Kruskal’s MST Algorithm

9.5Prim’s MST Algorithm

9.6Dijkstra’s Shortest Path

9.7Fractional Knapsack

9.8Job Sequencing Problem

9.9Minimum Number of Platforms

9.10Optimal Merge Pattern

10. Backtracking Algorithms
8 views

Learn the backtracking paradigm to solve constraint satisfaction problems.

10 topics (10 versions)

10.1Backtracking Basics

10.2N-Queens Problem

10.3Sudoku Solver

10.4Rat in a Maze

10.5M-Coloring Problem

10.6Hamiltonian Cycle

10.7Knight’s Tour

10.8Subset Sum

10.9Word Break Problem

10.10Generate Parentheses

11. String Algorithms
14 views

Discover algorithms that process and analyze strings efficiently.

10 topics (10 versions)

11.1String Manipulation

11.2Pattern Matching

11.3KMP Algorithm

11.4Rabin-Karp Algorithm

11.5Z Algorithm

11.6Aho-Corasick Algorithm

11.7Boyer-Moore Algorithm

11.8Longest Prefix Suffix

11.9Anagram Checking

11.10Palindrome Checking

12. Mathematical Algorithms
7 views

Explore algorithms that solve mathematical problems efficiently.

10 topics (10 versions)

12.1Greatest Common Divisor

12.2Least Common Multiple

12.3Sieve of Eratosthenes

12.4Prime Factorization

12.5Modular Arithmetic

12.6Exponentiation by Squaring

12.7Euclidean Algorithm

12.8Factorial Computation

12.9Matrix Exponentiation

12.10Fibonacci Using Matrix

13. Bit Manipulation
11 views

Learn techniques for manipulating bits and their applications in problem-solving.

10 topics (10 versions)

13.1Bitwise Operators

13.2Bit Manipulation Tricks

13.3Counting Set Bits

13.4Swapping Numbers

13.5Power of Two Check

13.6Find Absolute Value

13.7Binary Representation

13.8Bitmasking

13.9Gray Code

13.10Reverse Bits

14. Advanced Algorithmic Techniques
14 views

Delve into advanced techniques for tackling complex algorithmic challenges.

10 topics (10 versions)

14.1Network Flow Algorithms

14.2Linear Programming

14.3Approximation Algorithms

14.4Randomized Algorithms

14.5Monte Carlo Methods

14.6Las Vegas Algorithms

14.7Online Algorithms

14.8Branch and Bound

14.9Complexity Classes

14.10Parameterized Complexity

15. Practical Applications and Projects
14 views

Apply your knowledge to practical projects and real-world problems.

10 topics (10 versions)

15.1Algorithm Challenges

15.2Data Structure Implementations

15.3Algorithmic Game Design

15.4Web Development Algorithms

15.5Machine Learning Algorithms

15.6Cryptography Algorithms

15.7Efficient Database Queries

15.8Network Algorithms

15.9Image Processing Algorithms

15.10Blockchain Algorithms

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JavaScript Algorithms and Data Structures

Sections

1. Introduction to JavaScript and Computational Thinking18 views

2. Data Structures in JavaScript1 views

3. Sorting Algorithms18 views

4. Searching Algorithms12 views

5. Recursion and Recursive Algorithms8 views

6. Advanced Data Structures11 views

7. Graph Algorithms12 views

8. Dynamic Programming5 views

9. Greedy Algorithms8 views

10. Backtracking Algorithms8 views

11. String Algorithms14 views

12. Mathematical Algorithms7 views

13. Bit Manipulation11 views

14. Advanced Algorithmic Techniques14 views

15. Practical Applications and Projects14 views

Sign in to track your progress

1. Introduction to JavaScript and Computational Thinking
18 views

2. Data Structures in JavaScript
1 views

3. Sorting Algorithms
18 views

4. Searching Algorithms
12 views

5. Recursion and Recursive Algorithms
8 views

6. Advanced Data Structures
11 views

7. Graph Algorithms
12 views

8. Dynamic Programming
5 views

9. Greedy Algorithms
8 views

10. Backtracking Algorithms
8 views

11. String Algorithms
14 views

12. Mathematical Algorithms
7 views

13. Bit Manipulation
11 views

14. Advanced Algorithmic Techniques
14 views

15. Practical Applications and Projects
14 views