https://github.com/fimbres/algo-structures-typescript

Project about mastering data structures and algorithms using TypeScript
https://github.com/fimbres/algo-structures-typescript

algorithms-and-data-structures typescript

Last synced: 8 months ago
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Project about mastering data structures and algorithms using TypeScript

• Host: GitHub
• URL: https://github.com/fimbres/algo-structures-typescript
• Owner: fimbres
• Created: 2024-12-01T02:19:11.000Z (about 1 year ago)
• Default Branch: master
• Last Pushed: 2024-12-11T05:02:52.000Z (12 months ago)
• Last Synced: 2025-02-08T15:33:31.736Z (10 months ago)
• Topics: algorithms-and-data-structures, typescript
• Language: TypeScript
• Homepage:
• Size: 16.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

          
# Algorithms & Data Scructures In TypeScript

This repository accompanies the **Computer Science and Interview Prep Course**, which crams months of computer science and interview preparation into 20 hours of video. The course is based on the curriculum from my in-person coding bootcamps, where students have successfully landed 6-figure developer jobs at companies like Google, Tesla, Amazon, and Facebook.

The course starts with foundational concepts and progresses to advanced topics, ensuring a comprehensive understanding of essential computer science concepts for technical interviews.

---

## Course Overview

### Topics Covered

- **Big O Notation**: Analyze time and space complexity of your code.

- **Recursion**: Master the ins and outs of recursion with real-world examples.

- **Problem-Solving Strategies**: Learn a 5-step approach to tackle difficult coding problems.

- **Programming Patterns**: Understand and implement common patterns.

- **Searching Algorithms**: Implement popular algorithms like linear and binary search.

- **Sorting Algorithms**: Code six sorting algorithms from scratch:

  - Bubble Sort

  - Selection Sort

  - Insertion Sort

  - Quick Sort

  - Merge Sort

  - Radix Sort

- **Data Structures**:

  - Linked Lists

  - Trees

  - Heaps

  - Hash Tables

  - Graphs

- **Tree and Graph Traversals**: Breadth-First Search, Depth-First Search, and more.

- **Dijkstra's Shortest Path Algorithm**: Solve shortest-path problems efficiently.

- **Dynamic Programming**: Learn strategies to solve complex problems by breaking them into subproblems.

---

## Requirements

To run the scripts in this repository, ensure you have the following:

- **Node.js**: Version 22.6.0 or higher.  

  You can check your Node.js version using:

  ```bash

  node -v

---

## Execute Scripts

Execute the following experimental node command:

```node --experimental-strip-types {script-name}.ts```