This repository contains
- Instructor: Tim Tully
- Course URL
# | Lesson |
---|---|
0 | Introduction |
1 | Semantic Search |
2 | Retrieval Augmented Generation (RAG) |
3 | Recommender Systems |
4 | Hybrid Search |
5 | Facial Similarity Search |
6 | Anomaly Detection |
7 | Conclusion |
# | Assignment | Description |
---|---|---|
1 | Semantic Search | Semantic Search over Quora dataset of Questions |
2 | Retrieval Augmented Generation | RAG over Wikipedia sub dataset using OpenAI api |
3 | Recommender Systems | Search over news articles/titles using OpenAI embeddings |
4 | Hybrid Search | Multimodal search using both image and descriptive text |
5 | Facial Similarity Search | Facial similarity search using DeepFace library on British royal family dataset |
6 | Anomaly Detection | Anomaly Detection in Cisco ASA log file |
- Course completion certificate
- Issued on April 2024
Please visit my Github page for other Deep Learning courses.