Data Structure and Algorithm
| Name | Link | Description |
|---|---|---|
| Coding Interview Univeristy | https://github.com/jwasham/coding-interview-university | Resources to learn DSA |
| The Algorithms | https://the-algorithms.com/ | Open-source collection of algorithm codes |
Data Science
| Name | Link | Description |
|---|---|---|
| R for Data Science (2e) | https://r4ds.hadley.nz/ | A holy grail |
Front End Web Development
HTML
| Name | Link | Description |
|---|---|---|
| MDN Web Docs | https://developer.mozilla.org/en-US/ | Details about Open Web technologies, which encompass HTML, CSS, and APIs |
JavaScript
| Name | Link | Description |
|---|---|---|
| The Modern JavaScript Tutorial | https://javascript.info/ | Vanilla JavaScript |
Programming Languages
C++
| Name | Link | Description |
|---|---|---|
| Learn C++ | https://www.learncpp.com/ | Teaches how to code, not how to program |
| Order of Items in Classes: Fields, Properties, Constructors, Methods | Stack Overflow Link | Best practice in ordering items in classes |
Python
| Name | Link | Description |
|---|---|---|
| Brocode | https://youtu.be/XKHEtdqhLK8 | Introductory course |
| Github Python Study Guide | https://github.com/huangsam/ultimate-python | Websites, books, and videos on everything python |
Game Development
Godot
| Name | Link | Description |
|---|---|---|
| Godot | https://docs.godotengine.org/en/stable/ | Official Godot documentation |
| uHeartBeast | https://www.youtube.com/@uheartbeast | - |
Machine Learning, Deep Learning, and Artificial Intelligence
| Name | Link | Description |
|---|---|---|
| Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow | https://www.oreilly.com/library/view/hands-on-machine-learning/9781098125967/ | Appropriate for all level of expertise |
Tools (Free)
Converters
| Name | Link | Description |
|---|---|---|
| Cobalt | https://cobalt.tools/ | Link to mp4, mp3, etc.. |
| DocuPub | https://docupub.com/pdfconvert/ | Convert files to pdf |
Game Engine
| Name | Link | Description |
|---|---|---|
| Godot | https://godotengine.org/ | Open-source game engine |
Note Taking
| Name | Link | Description |
|---|---|---|
| Obsidian | https://obsidian.md/ | Local note-taking app |
| OneNote | https://www.onenote.com/ | Works well on tablets |
Photos/Drawings
| Name | Link | Description |
|---|---|---|
| Gimp | https://www.gimp.org/ | Open-source photo editor |
| Krita | https://krita.org/en/ | Open-source drawing application |
| InkScape | https://inkscape.org/ | Open-source SVG editor |
Videos
| Name | Link | Description |
|---|---|---|
| Handbrake | https://handbrake.fr/ | Open-source transcoder |
| Openshot | https://www.openshot.org/ | Open-source video editor |