1.0-ComputerScience.md

1.0 Computer Science

1.1 Concepts

1.1.1 Data Structures

• Arrays
• Linked Lists
• Stacks
• Queues
• Binary Trees
• Hashtables

1.1.2 Algorithms

• Insertion Sort
• Selection Sort
• Bubble Sort
• Merge Sort
• Quick Sort
• Linear Search
• Binary Search
• Breadth First Search
• Depth First Search

1.1.3 Additional

• Recursion
• Big O Notation (time complexity, space complexity, etc.)
• Iteration
• Bit Manipulation
• Design Patterns
• Memory

1.2 Resources

1.2.1 YouTube

Maths

1. MIT 6.042J Mathematics for Computer Science ☆☆☆☆☆
2. mathantics ☆☆☆☆☆
3. Basic Math Tutorials Playlist - thenewboston ☆☆☆☆☆
4. Geometry Playlist - thenewboston ☆☆☆☆☆
5. Introduction to Geometry Playlist - thenewboston ☆☆☆☆☆
6. Algebra Tutorials Playlist - thenewboston ☆☆☆☆☆

Computer Science

1. MIT 6.006 Introduction to Algorithms, Fall 2011 ☆☆☆☆☆
2. MIT 6.046J Design and Analysis of Algorithms ☆☆☆☆☆
3. Gang of Four Design Patterns ☆☆☆☆☆
4. MIT data structure and algorithms 2015 ☆☆☆☆☆
5. IT and Computer Science - Caleb Curry ☆☆☆☆☆

Interview

1. Cracking The Coding Interview - HackerRank ☆☆☆☆☆
2. Preparing to Apply or Interview at Google ☆☆☆☆☆

1.2.2 edX

Computer Science

1. CS50's Introduction to Computer Science ☆☆☆☆☆

1.2.3 Udemy

Computer Science

1. Master the Coding Interview: Data Structures + Algorithms - Andrei Neagoie ☆☆☆☆☆
2. Master the Coding Interview: Big Tech (FAANG) Interviews - Andrei Neagoie ☆☆☆☆☆
3. The Coding Interview Bootcamp: Algorithms + Data Structures - Stephen Grider ☆☆☆☆☆

1.2.4 Books

Computer Science

1. Cracking The Coding Interview - Gayle Laakmann McDowell ☆☆☆☆☆