Applied Computer Science and Artificial Intelligence

This is a collection of notes I work on after classes by myself, to set the concepts in my mind and to have a repository full of inter-linked information.

Every class has a README file, to make the navigation easier. These files should link every note in the respective class in the order they were written, feel free to browse for yourself.

Some of the courses

Course Index

First Year - First Semester

• Calculus 1 - Unit 1
• [Computer Architecture - Unit 1](/Computer Architecture/README.md)
• [Linear Algebra](/Linear Algebra/README.md)
• Programming 1 - Unit 1
• Programming 1 - Unit 2

First Year - Second Semester

• Algorithms
• Calculus 1 - Unit 2
• [Computer Architecture - Unit 2](/Computer Architecture/README.md)
• Physics
• Programming 2

Second Year - First Semester

• Calculus 2
• [Data Management and Analysis - Unit 1](/Data Management and Analysis/README.md)
• Probability
• [Systems and Networking - Unit 1](/Systems and Networking/Systems and Networking.md)
• [Systems and Networking - Unit 2](/Systems and Networking/Systems and Networking.md)

Second Year - Second Semester

• [Artificial Intelligence and Machine Learning - Unit 1](/AI and ML/README.md#Unit 1)
• [Artificial Intelligence and Machine Learning - Unit 2](/AI and ML/README.md#Unit 2)
• [Computer Vision and Natural Language Processing](/Computer Vision and NLP/README.md)
• Data Management and Analysis - Unit 2
• Statistics

Other

• Workbench
• [Latex Definitions](/Latex Definitions.md)

Obsidian

⚠️ The whole repository is edited through Obsidian, a powerful note-taking software. Notes are written in markdown and LaTeX; the best way to ensure full compatibility of the notes is cloning the repository and opening them through Obsidian.

My end-goal is to have a net of information where I can link an argument from one class to another, hopefully something that will look like this.

Knowledge Graph

This is the state of the knowledge graph, updated on march 26th, 2023.

• The nodes are markdown notes
• The edges are links between notes


Every colour is a root folder, a list will follow.

Used Plugins

A part of the .obsidian folder is uploaded in the repository, so plugins should be downloaded automatically. Regardless, here is a list of plugins I'm using to edit the notes.

Name	Description	Home
Admonition	Add callouts to notes	GitHub
Advanced Tables	Advanced support for markdown tables	GitHub
Editor Syntax Highlight	TK	GitHub
Emoji Toolbar	TK	GitHub
File Tree Alternative	Transform Obsidian's file explorer into a file tree	GitHub
Hider	Hide some UI components	GitHub
Minimal Theme Settings	Add more customization to Minimal Theme	GitHub