Brian Holt
Snowflake
Computer Science Learning PathLearn Data Structures & Algorithms with JavaScript
Gain a fundamental understanding of computer science while coding common algorithms and data structures in JavaScript.
Total time: 27 hours, 34 minutes
Core Coursework
Take these in order
Prerequisite: JavaScript: From First Steps to Professional or experience with JavaScript and programming concepts like functions, loops, and conditions
Editor's Note
Start with a tour of the core computer science concepts, including big-o to measure code complexity, algorithms to search and sort, and data structures to store and retrieve data efficiently.
Complete Intro to Computer Science
Learn our computer science intro course and understand Algorithms and Big O Analysis, Recursion, Sorting, Data Structures, AVL Trees, and more.
Editor's Note
Dive into the most common algorithms in computer science using JavaScript.
The Last Algorithms Course You'll Need
ThePrimeagen
Netflix
The last algorithms course you’ll need to pass tough interview questions that use arrays, lists, trees, graphs, maps, and searching and sorting algorithms.
Editor's Note
Put your knowledge into practice! Learn to think through challenges and solve them with algorithms.
Practical Problem Solving with Algorithms
Kyle Simpson
You Don't Know JS
Put algorithms and computer science techniques into practice! Think through challenges and apply techniques like recursion, traversals, acyclic paths, memoization
Editor's Note
There’s more to learn! Take Bianca’s courses to reinforce some of the concepts, or dive into more topics around computer science concepts like Functional Programming, Web Assembly, or even building a programming language!
Elective Coursework
Optional, take in any order
The Last Algorithms Course You'll Want (Part 2)
ThePrimeagen
Netflix
Elevate your technical prowess in data structures and algorithms, focusing on trees, graph theory, and dynamic programming. Learn practical implementation and optimization techniques to solve complex algorithmic challenges efficiently.
Introduction to Data Structures for Interviews
Bianca Gandolfo
Thumbtack
Learn how to pass technical interviews by understanding the data structures you need to store and retrieve data efficiently in your everyday development.
Tree and Graph Data Structures
Bianca Gandolfo
Thumbtack
Trees and graphs are non-linear data structures, which allows for modelling things such as recommendation algorithms and social networks. Learn more!
Web Assembly (Wasm)
Jem Young
Netflix
Learn foundational, low-level programming such as binary, hexadecimal, array buffers, memory management, and unsigned integers.
Functional JavaScript First Steps
Anjana Vakil
Software Engineer & Educator
Learn core functional programming course and code everything with pure functions, learning recursion, higher-order functions, closures, and function composition.
Functional-Light JavaScript, v3
Kyle Simpson
You Don't Know JS
Improve your JavaScript by applying functional programming concepts like function purity, point-free, partial-application, currying, plus even more advanced concepts.
Building Your Own Programming Language
Steve Kinney
Temporal
Learn language building techniques: Lexing, Parsing, Tokenization, Traversing Abstract Syntax Trees, and Transpiling to JavaScript and make your own language now!
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