Hi all, I'm James, past data scientist, ML engineer, and now dev advocate at Pinecone. I've been dedicating much of the past few months to building a course o

Hi all, I'm James, past data scientist, ML engineer, and now dev advocate at Pinecone. I've been dedicating much of the past few months to building a course on what I've found to be one of the most fascinating emerging technologies in AI and ML, Semantic Search: https://www.pinecone.io/learn/nlp https://www.pinecone.io/learn/nlp The course is completely free, it includes written and visual explanations, code implementations, and video walkthroughs. It focuses on the NLP side of semantic search and the first seven chapters cover: 1. Dense Vectors 2. Sentence Embeddings and Transformers 3. Training Sentence Transformers with Softmax Loss 4. Training Sentence Transformers with MNR Loss 5. Multilingual Sentence Transformers 6. Question Answering 7. Unsupervised Training for Sentence Transformers There is more coming soon and I'll be around to answer any questions, let me know what you think. Thanks all!