Computer Science 101: Master the Theory Behind Programming - Skillshare

Computer Science 101: Master the Theory Behind Programming

Kurt Anderson, Computer Scientist, Multi-Media Designer

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54 Videos (7h 16m)
    • Binary Number Overview

      11:51
    • Binary to Deca and Back

      9:16
    • Time Complexity Introduction

      2:12
    • Math Refresher: Logarithmic Functions

      11:07
    • Math Refresher: Factorial Functions

      3:19
    • Math Refresher: Algebraic Expressions

      2:47
    • N-notation

      18:55
    • Big O Notation

      12:58
    • Real World Big-O Example

      9:51
    • How is Data Stored

      8:38
    • Fixed Array Introduction

      5:09
    • Fixed Array Run Times

      12:23
    • Binary Search Algorithm (Fixed Array Sorted Search)

      9:59
    • Circular Arrays

      8:00
    • Dynamic Arrays

      15:51
    • Array Review

      7:57
    • Array Real World Examples

      5:42
    • Nodes

      4:19
    • Linked List

      13:36
    • Linked List Run Times

      14:59
    • Doubly Linked Lists

      8:07
    • Tail Pointer

      5:14
    • Linked List Review

      3:31
    • Linked List Real World Examples

      3:00
    • Stacks

      9:41
    • Stack Example

      11:05
    • Queues

      8:48
    • Queue Examples

      9:42
    • Queue and Stack Run Times

      6:03
    • Stack and Queues Real World Examples

      7:01
    • Sorting Algorithm Introdcution

      1:40
    • Bubble Sort

      10:12
    • Selection Sort

      9:49
    • Insertion Sort

      9:03
    • Quick Sort

      14:38
    • Quick Sort Run Times

      10:31
    • Merge Sort

      11:57
    • Merge Sort Run Times

      7:39
    • Stable vs Nonstable

      6:34
    • Sorting Algorithm Real World Examples

      4:01
    • Basics of Trees

      7:37
    • Binary Search Tree

      8:34
    • BST Run Times

      7:36
    • Tree Traversals

      13:04
    • Tree Real World Examples

      4:29
    • Heap Introduction

      4:07
    • Heap Insertion Sort

      11:34
    • Heap Real World Examples

      6:58
    • Introduction to Graphs

      3:17
    • Basic Types of Graphs

      10:28
    • Graph Terminology

      11:40
    • Depth First Search

      6:36
    • Breadth First Search

      6:22
    • BFS and DFS Run Times

      3:12
66 students are watching this class