sophiamsacZero-Shot Learning vs. Few-Shot Learning vs. Fine TuningA quick understanding of the key differences between various techniques for adapting Large Language ModelsSep 2Sep 2
sophiamsacDiscovering Hidden Topics with LDAExploring topic modelling using Latent Direchlet Allocation (LDA) and looking at evaluation.Aug 28Aug 28
sophiamsacGenerative Modelling — AutoencodersConventional autoencoders focus on precision, while variational autoencoders introduce a touch of creativity, and generative adversarial…Apr 2Apr 2
sophiamsacDecoding TransformersUnveiling their power, advantages, and the challenges they bring to the table in revolutionising machine learningJan 30Jan 30
sophiamsacEssential Neural Networks Demystified: A Beginner’s GuideAn introductory exploration of foundational neural networks, providing a clear understanding of their role in modern artificial…Jan 23Jan 23