Matt MaufeGrounded Information Extraction and Semantic Search using Large Language ModelsFor many of us, Large Language Models (LLMs) no longer need any introduction, having taken the tech world by storm with offerings like…Jul 3, 2023Jul 3, 2023
Dr James RavenscroftChallenges and Opportunities for Generative AI for Private Market AnalystsThe recent wave of new generative AI solutions that leverage transformer-based large language models (LLMs) has injected renewed vigour and…Jun 13, 2023Jun 13, 2023
Dr James RavenscroftWhat’s your ChatGPT Strategy? Updating Your Organisation’s AI Strategy in a Post-ChatGPT WorldIf you are a business leader or decision maker, you have probably heard of or tried out ChatGPT over the last few weeks. You might even…Dec 16, 2022Dec 16, 2022
Safa AbbasCalibrating Machine Learning Models: What, Why and How?Humans when making a statement or decision have a gauge of certainty, we use language to express how confident we are about what we are…Nov 11, 2022Nov 11, 2022
Matt MaufeBuilding Trust in your ML Models — ExplainabilityIt’s important to be able to trust your model, especially if you’re making important decisions based on what it says, but how can we build…Oct 18, 2022Oct 18, 2022
Ayesha HafeezAn Introduction to Company Embeddings— Authors: Ayesha Hafeez, Cynthia MasettoMay 12, 2022May 12, 2022
Dr James RavenscroftPainless Explainability for NLP/Text Models with LIME and ELI5IntroductionMar 14, 2022Mar 14, 2022
Dr James RavenscroftServing NLP Models with MLFlowMLFlow is a powerful open source MLOps platform with built in framework for serving your trained ML models as REST APIs. The REST…Dec 29, 2020Dec 29, 2020
Cynthia MasettoBaking the perfect ML model“…The application of deep neural networks remains a black art. Often requiring years of experience to effectively choose optimal…Sep 29, 2020Sep 29, 2020
Dr James RavenscroftHow can AI practitioners reduce our carbon footprint?In recent weeks and months the impending global climate catastrophe has been at the forefront of many peoples’ minds. Thanks to movements…Jun 20, 20191Jun 20, 20191