How breadlover018/ml-for-beginners_study works
ML for Beginners is a project-based curriculum: learners study lessons, check understanding with quizzes, build through activities, and complete challenges and assignments. The repository also contains a separate Vue quiz app with localized quiz content. The course workflow and topic coverage are documented in the README; the sampled source shows quiz-app wiring and individual lesson examples, not a shared course runtime connecting lesson materials.
Main entry points: README.md Curriculum Guide · index.js Quiz Router · main.js Quiz App Entry · App.vue App Shell
Components 17
ML Foundations
- Curriculum Guide
README.md - ML Introduction
1-Introduction
ML Methods
- Regression
2-Regression - Classification
4-Classification - Clustering
5-Clustering
Applied Topics
- NLP
6-NLP - Time Series
7-TimeSeries - Reinforcement Learning
8-Reinforcement - Real-World ML
9-Real-World - Web App Project
3-Web-App
Quiz App
- Quiz App Entry
quiz-app/src/main.js - App Shell
quiz-app/src/App.vue - Quiz Router
quiz-app/src/router/index.js - Quiz Home
quiz-app/src/views/Home.vue - Quiz View
quiz-app/src/components/Quiz.vue - Quiz Translations
quiz-app/src/assets/translations/index.js
Other components
- Student
Connections 19
- Student → Curriculum Guide: follows
- Curriculum Guide → ML Introduction: introduces
- Curriculum Guide → Regression: covers
- Curriculum Guide → Classification: covers
- Curriculum Guide → Clustering: covers
- Curriculum Guide → Web App Project: covers
- Curriculum Guide → NLP: covers
- Curriculum Guide → Time Series: covers
- Curriculum Guide → Reinforcement Learning: covers
- Curriculum Guide → Real-World ML: covers
- Student → Quiz App Entry: starts
- Quiz App Entry → App Shell: mounts
- Quiz App Entry → Quiz Router: installs
- App Shell → Quiz Router: renders routes
- Quiz Router → Quiz Home: routes home
- Quiz Router → Quiz View: routes quiz
- App Shell → Quiz Translations: loads messages
- Quiz Home → Quiz Translations: reads quizzes
- Quiz View → Quiz Translations: reads quizzes