atet / learn

https://learn.athitkao.com

Educational material I've authored for various science and technology topics

I hope you have fun learning from my short, project-based tutorials

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Table of Contents

• Computer Science
• Data Science, Machine Learning, and Artificial Intelligence
• Applications Development
• IT and System Administration
• Project Management and Professional Development
• Media Processing
• 3D Printing, Microcontrollers, and Robotics

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Computer Science

R Programming Language for Statistical Computing (and more!)

1. Introduction to Programming (in R)
2. Functions: Theory and Practice (in R)
3. Functions: Theory and Application (in R)

MATLAB Programming Language

1. Introduction to Programming (in MATLAB)

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Data Science, Machine Learning, and Artificial Intelligence

Data Science

Foundational

1. Introduction to R Development Environments
2. 🚧 Free Data Sources 🚧
3. 🚧 Straightforward Statistics 🚧

Visualization

1. Data Visualization: Theory and Practice (in R)
2. Data Visualization: Theory and Application (in R)
3. Introduction to Tableau

Data Structures and Manipulations

1. Introduction to SQL
2. Introduction to Regular Expressions
3. Introduction to Stream Editor
4. 🚧 String Manipulation in R 🚧
5. 🚧 Data Structures in R 🚧
6. 🚧 Handling CSV Files Through Code 🚧

Data Products

1. Intermediate Programming and Data Products in R

Machine Learning

1. Quickstart to Machine Learning in Browser
2. 🚧 Machine Learning Apps on Microcontrollers 🚧

Artificial Intelligence

1. Introduction to (Local) Large Language Models
2. Quickstart for Text-to-Speech Voice Cloning
3. 🚧 Prompt Engineering Fundamentals 🚧
4. 🚧 Quickstart for Text-to-Image Generation 🚧

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Applications Development

Game Engines

1. Introduction to Godot Game Engine (in C#)
2. Introduction to Unity Game Engine (in C#)
3. Publishing on Google Play: Bigly's Shop Click

My Global Game Jam Projects

1. GGJ2020: Backend Networking Code to Upload Game Images to Game's Website
2. GGJ2021: Astray - The Experience of Losing Your Parents Again
3. GGJ2022: Backend Large Language Model API
4. GGJ2023: Evil Roots - Sponsored by BRAWNDO, the Thirst Mutilator!!!
5. GGJ2024: Backend Multiplayer Framework
6. GGJ2025: Bubble-Busted Billionaire - With the Richest Human on Mars!

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IT and System Administration

1. Installing Windows Subsystem for Linux
2. Introduction to Raspberry Pi
3. Introduction to Network Attached Storage
4. Introduction to Virtualization
5. Kubernetes for Beginners
6. Easy Nextflow Compute Workflow Management
7. SLURM Resource Management Basics

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Project Management and Professional Development

Project Management

1. Introduction to Git Version Control System
2. 🚧 Introduction to Unified Modeling Language 🚧

Professional Development

1. Quickstart for Programmatic LaTeX Resumes and CVs in R
2. 🚧 My Masters of Business Administration Journey 🚧

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Media Processing

Audio and Video

1. Introduction to Screen Capture
2. Introduction to Video Transcoding

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3D Printing, Microcontrollers, and Robotics

3D Printing

1. 3D Printing for Beginners
2. 3D Modeling with Blender for Beginners

Microcontrollers

1. 🚧 Microcontroller Quickstart 🚧

Robotics

1. 🚧 Learn with Simple and Affordable Robotics Kits 🚧

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