https://github.com/secary/compsci7211

Foundations of Computer Science B
https://github.com/secary/compsci7211

algorithms git numpy pandas shell unix

Last synced: 15 days ago
JSON representation

Foundations of Computer Science B

• Host: GitHub
• URL: https://github.com/secary/compsci7211
• Owner: secary
• Created: 2024-09-17T03:07:51.000Z (about 2 months ago)
• Default Branch: main
• Last Pushed: 2024-10-30T14:11:51.000Z (16 days ago)
• Last Synced: 2024-10-30T15:23:59.929Z (16 days ago)
• Topics: algorithms, git, numpy, pandas, shell, unix
• Language: Jupyter Notebook
• Homepage: https://www.adelaide.edu.au/course-outlines/110023/1/tri-3/
• Size: 161 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# COMP SCI 7211, Tri3, 2024

## [Foundations of Computer Science B](https://www.adelaide.edu.au/course-outlines/110023/1/tri-3/)

Introduces fundamental concepts of building data science applications in Python. Object oriented fundamentals x001A methods, and classes. Algorithms and problem solving - problem solving processes and strategies. Computational complexity of algorithms. Software development tools and techniques - testing: black box, requirements. Representation and manipulation of large scale data sets.

## SECTION B1 Programming Environment & Configuration

### Topic 1

Unix & The Shell

### Topic 2

Git

### Topic 3

Debugging

 

## SECTION B2 Programming Tools & Techniques

### Topic 4

Files

### Topic 5

Data Science Libraries

### Topic 6

Refactoring & TDD

 

## SECTION B3 Algorithms & Complexity

### Topic 7

Algorithms

### Topic 8

Sorting

### Topic 9

Searching

 

## SECTION B4 Data Structures & Algorithms

### Topic 10

Graphs

### Topic 11

Searching Graphs

### Topic 12

Trees