Yu-Cheng TsaiinTowards Data ScienceA Step-by-Step Guide to Build a Graph Learning System for a Movie RecommenderBuilt with PyTorch Geometric and using MovieLens DataSetSep 111Sep 111
Yu-Cheng TsaiinSage AiTech for Good: Advancing Math Education Through AI and Enhanced UXLeveraging Machine Learning and AI to Transform Educational Experiences and OutcomesJul 3Jul 3
Yu-Cheng TsaiinTowards Data ScienceTransforming Next-Token Prediction into Classification with LLMsFrom tokens to labels: Performing classification with large language modelsJun 205Jun 205
Yu-Cheng TsaiinTowards Data ScienceAre GPTs Good Embedding ModelsA surprising experiment to show that the devil is in the detailsMay 18May 18
Yu-Cheng TsaiinSage AiDemystify Transformers: A Guide to Scaling LawsUnpacking Transformer Technologies and Scaling StrategiesApr 301Apr 301
Yu-Cheng TsaiinSage AiUnlocking Parent-Child Interactions: Advancing Video Understanding with Multi-Modal LLMsRevolutionizing Video Analysis: Demystifying Parent-Child Dynamics with Advanced AI ToolsSep 26, 2023Sep 26, 2023
Yu-Cheng TsaiinSage AiFine-Tuning Large Language Models: A Guide into Distributed Parallel Training with DeepSpeed, Ray…Path to Open-source LLMsOct 20, 20232Oct 20, 20232
Yu-Cheng TsaiinSage AiNo static experimentation: Scalable notebooks for time-series forecasting at SageJan 11, 2023Jan 11, 2023
Yu-Cheng TsaiReinforcement Learning-based Recommender Systems using TF-Agent and MovieLens DatasetWith a full code example walkthrough of TF-Agent in Python and Jupyter NotebookSep 2, 2021Sep 2, 2021