PinnedJames BriggsFree Course on Vector Similarity Search and FaissEssentials for the future of machine learning·3 min read·Oct 15, 2021--5--5
James BriggsinTowards Data ScienceGenerative Q&A With GPT 3.5 and Long-Term MemoryExploring the new world of retrieval-augmented ML·6 min read·Feb 17, 2023----
James BriggsinTowards Data ScienceFine-Tuning Sentence Transformers with MNR LossNext-Gen Sentence Embeddings with Multiple Negatives Ranking Loss·8 min read·Feb 3, 2023--2--2
James BriggsinTowards Data ScienceTraining Sentence Transformers with Softmax LossHow the original sentence transformer (SBERT) was built·9 min read·Jan 12, 2023----
James BriggsinTowards Data ScienceSentence Transformers: Meanings in DisguiseHow modern language models capture meaning·12 min read·Jan 3, 2023----
James BriggsinTowards Data ScienceDense Vectors: Capturing Meaning with CodeThe technology behind Google, Netflix, Spotify, and many more explained·12 min read·Dec 23, 2022--2--2
James BriggsinTowards Data ScienceAdvanced Topic Modeling with BERTopicHow do we organize the world’s most unorganizable data?·12 min read·Dec 19, 2022--2--2
James BriggsinBetter ProgrammingAn Introduction to Open Domain Question-AnsweringUnlocking the treasure trove of unstructured data with deep learning·10 min read·Dec 2, 2022----
James BriggsinBetter ProgrammingFixing YouTube Search with OpenAI’s WhisperHow to use OpenAI’s Whisper for better speech-enabled (audio) search·7 min read·Nov 16, 2022--2--2
James BriggsinBetter ProgrammingCreate a Natural Language Semantic Search to Find GIFsEnhancing GIF discovery using NLP and semantic search·6 min read·Nov 5, 2022----
