Reccoffee - Studi Independen Dicoding Capstone by C22-141

About Reccoffee

RECCOFEE is a website used to provide recommendations for coffee types based on user preferences. but not only that, we also provide information about coffee drinks and provide features for purchasing quality coffee beans.

RECCOFEE adalah sebuah website yang digunakan untuk memberikan rekomendasi jenis kopi berdasar preferensi pengguna. tetapi tidak hanya itu saja kami juga memberikan informasi seputar minuman kopi dan memberikan fitur untuk melakukan pembelian biji kopi yang berkualitas.

Resources

Tools

• Google Colab
• Visual Studio Code

Programming and Markup language

• Python
• JavaScript
• HTML

Library and Framework

• Numpy
• Pandas
• Seaborn
• Matplotlib
• Scikit-Learn
• BeautifulSoup
• Flask
• Gunicorn
• Joblib
• Bootstrap

API

• Coffee Menu
• Back-End Machine learning

Algorithm

• Support Vector Machine
• K-Nearest Neighbors
• Random Forest
• Decision Tree Classifier
• Gaussian Naive Bayes (Deployed for production phase)

Visual Studio Code extension

• Live Server
• Python

Dataset

• Coffee Review Dataset (Web Scraping)

Documentation

1. Clone this repository

git clone https://github.com/Hanifanta/Capstone_RECCOFFEE.git

2. Go to folder Web

cd Web

3. Run with NPM

npm install
npm run start-dev

Or you can or you can directly visit our website

Click here to view Reccoffee

Our Team

C22-141

1. M183X0334 - Hanif Al Irsyad
2. M128X0214 - Hamza Firdaus
3. M183X0321 - Anas Fikri Hanif
4. M128X0208 - Bayu Nugroho