PinnedJames BriggsFree Course on Vector Similarity Search and FaissEssentials for the future of machine learningOct 15, 20215Oct 15, 20215
James BriggsinTowards Data ScienceGenerative Q&A With GPT 3.5 and Long-Term MemoryExploring the new world of retrieval-augmented MLFeb 17, 2023Feb 17, 2023
James BriggsinTowards Data ScienceFine-Tuning Sentence Transformers with MNR LossNext-Gen Sentence Embeddings with Multiple Negatives Ranking LossFeb 3, 20232Feb 3, 20232
James BriggsinTowards Data ScienceTraining Sentence Transformers with Softmax LossHow the original sentence transformer (SBERT) was builtJan 12, 2023Jan 12, 2023
James BriggsinTowards Data ScienceSentence Transformers: Meanings in DisguiseHow modern language models capture meaningJan 3, 2023Jan 3, 2023
James BriggsinTowards Data ScienceDense Vectors: Capturing Meaning with CodeThe technology behind Google, Netflix, Spotify, and many more explainedDec 23, 20222Dec 23, 20222
James BriggsinTowards Data ScienceAdvanced Topic Modeling with BERTopicHow do we organize the world’s most unorganizable data?Dec 19, 20222Dec 19, 20222
James BriggsinBetter ProgrammingAn Introduction to Open Domain Question-AnsweringUnlocking the treasure trove of unstructured data with deep learningDec 2, 2022Dec 2, 2022
James BriggsinBetter ProgrammingFixing YouTube Search with OpenAI’s WhisperHow to use OpenAI’s Whisper for better speech-enabled (audio) searchNov 16, 20222Nov 16, 20222
James BriggsinBetter ProgrammingCreate a Natural Language Semantic Search to Find GIFsEnhancing GIF discovery using NLP and semantic searchNov 5, 2022Nov 5, 2022