Title (Please modify the title)

Team

주남정	조성수	권세진	김이준	김동호
팀장, 담당 역할	담당 역할	담당 역할	담당 역할	담당 역할

Task

• ipynb 파일에 mlflow 적용
• mlflow docker로 실행
• fast api 적용 후 파이썬 모듈에서 mlflow 적용
• airflow 구조 만들기
• airflow와 mlflow 도커로 실행
• streamlit 적용
• 데이터 수집 docker-compose에 추가
• 데이터 수집까지 포함해서 1-cycle 돌리기

Screenshot

• Docker container

• Airflow

• FAST API

• Streamlit

0. Overview

Environment

• Write Development environment

Requirements

• Write Requirements

1. Competiton Info

Overview

• Write competition information

Timeline

• ex) January 10, 2024 - Start Date
• ex) February 10, 2024 - Final submission deadline

2. Components

Directory

• Insert your directory structure

e.g.

├── code
│   ├── jupyter_notebooks
│   │   └── model_train.ipynb
│   └── train.py
├── docs
│   ├── pdf
│   │   └── (Template) [패스트캠퍼스] Upstage AI Lab 1기_그룹 스터디 .pptx
│   └── paper
└── input
    └── data
        ├── eval
        └── train

3. Data descrption

Dataset overview

• Explain using data

EDA

• Describe your EDA process and step-by-step conclusion

Data Processing

• Describe data processing process (e.g. Data Labeling, Data Cleaning..)

4. Modeling

Model descrition

• Write model information and why your select this model

Modeling Process

• Write model train and test process with capture

5. Result

Leader Board

• Insert Leader Board Capture
• Write rank and score

Presentation

• Insert your presentaion file(pdf) link

etc

Meeting Log

• Insert your meeting log link like Notion or Google Docs

Reference

• Insert related reference