# breadlover018/ml-for-beginners_study architecture

> Architecture diagram of the GitHub repository breadlover018/ml-for-beginners_study, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-29). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/breadlover018/ml-for-beginners_study
- Repository: https://github.com/breadlover018/ml-for-beginners_study

## Overview

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`](https://github.com/breadlover018/ml-for-beginners_study/blob/main/README.md) (Curriculum Guide), [`quiz-app/src/router/index.js`](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/router/index.js) (Quiz Router), [`quiz-app/src/main.js`](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/main.js) (Quiz App Entry), [`quiz-app/src/App.vue`](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/App.vue) (App Shell)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_foundations["ML Foundations"]
  node_curriculum["Curriculum Guide<br/>[README.md]"]
  node_intro["ML Introduction"]
end

subgraph group_methods["ML Methods"]
  node_regression["Regression"]
  node_classification["Classification"]
  node_clustering["Clustering"]
end

subgraph group_applications["Applied Topics"]
  node_nlp["NLP"]
  node_timeseries["Time Series"]
  node_reinforcement["Reinforcement Learning"]
  node_realworld["Real-World ML"]
  node_webapp["Web App Project"]
end

subgraph group_quiz["Quiz App"]
  node_quizentry["Quiz App Entry<br/>[main.js]"]
  node_app["App Shell<br/>[App.vue]"]
  node_router["Quiz Router<br/>[index.js]"]
  node_home["Quiz Home<br/>[Home.vue]"]
  node_quizview["Quiz View<br/>[Quiz.vue]"]
  node_translations["Quiz Translations<br/>[index.js]"]
end

node_student(("Student"))

node_student -->|"follows"| node_curriculum
node_curriculum -->|"introduces"| node_intro
node_curriculum -->|"covers"| node_regression
node_curriculum -->|"covers"| node_classification
node_curriculum -->|"covers"| node_clustering
node_curriculum -->|"covers"| node_webapp
node_curriculum -->|"covers"| node_nlp
node_curriculum -->|"covers"| node_timeseries
node_curriculum -->|"covers"| node_reinforcement
node_curriculum -->|"covers"| node_realworld
node_student -->|"starts"| node_quizentry
node_quizentry -->|"mounts"| node_app
node_quizentry -->|"installs"| node_router
node_app -->|"renders routes"| node_router
node_router -->|"routes home"| node_home
node_router -->|"routes quiz"| node_quizview
node_app -->|"loads messages"| node_translations
node_home -->|"reads quizzes"| node_translations
node_quizview -->|"reads quizzes"| node_translations

click node_curriculum "https://github.com/breadlover018/ml-for-beginners_study/blob/main/README.md"
click node_intro "https://github.com/breadlover018/ml-for-beginners_study/tree/main/1-Introduction"
click node_regression "https://github.com/breadlover018/ml-for-beginners_study/tree/main/2-Regression"
click node_classification "https://github.com/breadlover018/ml-for-beginners_study/tree/main/4-Classification"
click node_clustering "https://github.com/breadlover018/ml-for-beginners_study/tree/main/5-Clustering"
click node_nlp "https://github.com/breadlover018/ml-for-beginners_study/tree/main/6-NLP"
click node_timeseries "https://github.com/breadlover018/ml-for-beginners_study/tree/main/7-TimeSeries"
click node_reinforcement "https://github.com/breadlover018/ml-for-beginners_study/tree/main/8-Reinforcement"
click node_realworld "https://github.com/breadlover018/ml-for-beginners_study/tree/main/9-Real-World"
click node_webapp "https://github.com/breadlover018/ml-for-beginners_study/tree/main/3-Web-App"
click node_quizentry "https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/main.js"
click node_app "https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/App.vue"
click node_router "https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/router/index.js"
click node_home "https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/views/Home.vue"
click node_quizview "https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/components/Quiz.vue"
click node_translations "https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/assets/translations/index.js"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_curriculum,node_intro toneBlue
class node_regression,node_classification,node_clustering toneAmber
class node_nlp,node_timeseries,node_reinforcement,node_realworld,node_webapp toneMint
class node_quizentry,node_app,node_router,node_home,node_quizview,node_translations toneRose
class node_student toneIndigo
```

## Components

### ML Foundations

- [Curriculum Guide](https://github.com/breadlover018/ml-for-beginners_study/blob/main/README.md): `README.md`
- [ML Introduction](https://github.com/breadlover018/ml-for-beginners_study/tree/main/1-Introduction): `1-Introduction`

### ML Methods

- [Regression](https://github.com/breadlover018/ml-for-beginners_study/tree/main/2-Regression): `2-Regression`
- [Classification](https://github.com/breadlover018/ml-for-beginners_study/tree/main/4-Classification): `4-Classification`
- [Clustering](https://github.com/breadlover018/ml-for-beginners_study/tree/main/5-Clustering): `5-Clustering`

### Applied Topics

- [NLP](https://github.com/breadlover018/ml-for-beginners_study/tree/main/6-NLP): `6-NLP`
- [Time Series](https://github.com/breadlover018/ml-for-beginners_study/tree/main/7-TimeSeries): `7-TimeSeries`
- [Reinforcement Learning](https://github.com/breadlover018/ml-for-beginners_study/tree/main/8-Reinforcement): `8-Reinforcement`
- [Real-World ML](https://github.com/breadlover018/ml-for-beginners_study/tree/main/9-Real-World): `9-Real-World`
- [Web App Project](https://github.com/breadlover018/ml-for-beginners_study/tree/main/3-Web-App): `3-Web-App`

### Quiz App

- [Quiz App Entry](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/main.js): `quiz-app/src/main.js`
- [App Shell](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/App.vue): `quiz-app/src/App.vue`
- [Quiz Router](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/router/index.js): `quiz-app/src/router/index.js`
- [Quiz Home](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/views/Home.vue): `quiz-app/src/views/Home.vue`
- [Quiz View](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/components/Quiz.vue): `quiz-app/src/components/Quiz.vue`
- [Quiz Translations](https://github.com/breadlover018/ml-for-beginners_study/blob/main/quiz-app/src/assets/translations/index.js): `quiz-app/src/assets/translations/index.js`

### Other components

- **Student**

## Connections

- 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