6-month AI bootcamp project collection from AIFFEL program
AIFFEL (AI Fellowship) is a 6-month intensive AI education program. This repository contains various machine learning and deep learning projects completed during the course.
- Computer Vision Projects: Image classification, object detection
- NLP Projects: Text classification, natural language processing
- Project-based Learning: Hands-on project curriculum
- Python 3.8+
- TensorFlow / PyTorch
- OpenCV
- Hugging Face Transformers
- Jupyter Notebook
| Category | Topics |
|---|---|
| Computer Vision | Image Classification, Object Detection, Segmentation |
| NLP | Text Classification, NER, Text Generation |
| Deep Learning | CNN, RNN, LSTM, Transformer, GAN |
| ML Fundamentals | Supervised/Unsupervised Learning, Feature Engineering |
aiffel_quest_mj/
├── exploration/ # Exploration projects
├── going_deeper/ # Advanced projects
└── main_quest/ # Main quests
2023 - 2024 (6-month program)