Researches

Contact me to get more detail on each research topic.

Some topics:

1. Chatbot for Education

2. Convert Text to SQL

3. Semantic-Based Image Retrieval

4. Knowledge Graph

   • http://ai.stanford.edu/blog/introduction-to-knowledge-graphs/ 

   • https://light.com.vn/knowledge-graph-la-gi 

5. Attention Networks

   • Attention Networks: A simple way to understand Self-Attention (Doc extract) 

6. Transformer

   • https://towardsdatascience.com/illustrated-guide-to-transformers-step-by-step-explanation-f74876522bc0  

7. Text to images

   • https://www.pinecone.io/learn/clip-image-search/  

8. Embedding Methods for Image Search

9. Text-to-Image and Image-to-Image Search Using CLIP

10. CLIP model / CLIP image search

    • https://openai.com/index/clip/ 

11. RAG

    • https://neo4j.com/blog/developer/knowledge-graph-rag-application/ 

TOOLS

• https://github.com/pykeen/pykeen - PYKEEN - A Python library for learning and evaluating knowledge graph embeddings

• Named Entity Recognition with NLTK and SpaCy

Documentations/References

• Natural Language Processing: Zero to Hero

• https://yolov8.org/ / https://yolov8.com/ 

• 
  

Neo4J

• https://vitaminac.github.io/Neo4j-Graph-Database/ 

• https://github.com/neo4j-partners/hands-on-lab-neo4j-and-vertex-ai 

• https://www.pondhouse-data.com/blog/create-knowledge-graph-with-neo4j 

EBOOKS

Dive into Deep Learning: EN, VN (Đắm mình vào học sâu)

https://cafedev.vn/series-tu-hoc-machine-learning-ml-tu-co-ban-toi-nang-cao/ 

https://phamdinhkhanh.github.io/book 

Knowledge Graph Course (Stanford)