Wilson WanginTowards Data ScienceUsing Regression To Understand the AlphaZero Chess EngineResearchers have started to interpret in human terms what AlphaZero is thinking. Read on to find out more.Dec 9, 2021Dec 9, 2021
Wilson WangThe Predictive Power of the NBA Draft Combine: A Statistical AnalysisDoes good performance in the NBA Draft Combine actually predict for better players? Read on to find out.Dec 3, 2021Dec 3, 2021
Wilson WanginGeek CultureAnalyzing “Cuomo Prime Time” With Machine LearningLet’s use Natural Language Processing techniques on Chris Cuomo’s showNov 1, 2021Nov 1, 2021
Wilson WanginTowards Data ScienceMake Your Neural Network Smarter With Memory: Neural Turing MachinesCombining neural networks with a memory system allows for human-like learning of general algorithms. Read on to find out more.Oct 5, 2021Oct 5, 2021
Wilson WanginGeek CultureAnalyzing “Tucker Carlson Tonight” With Machine LearningLet’s use Natural Language Processing techniques on Tucker Carlson’s showSep 22, 2021Sep 22, 2021
Wilson WanginTowards Data ScienceDecrease Neural Network Size and Maintain Accuracy: Knowledge DistillationSome neural networks are too big to use. There is a way to make them smaller but keep their accuracy. Read on to find out how.Sep 12, 2021Sep 12, 2021
Wilson WanginTowards Data ScienceHow to Learn Multiple Tasks with a Single Neural NetworkCatastrophic forgetting used to be an intractable problem. Recently progress has been made, read on to find out more.Sep 4, 20212Sep 4, 20212
Wilson WanginTowards Data ScienceMake Your Neural Networks Smaller: PruningPruning is an important tool to make neural networks more economical. Read on to find out how it works.Aug 28, 2021Aug 28, 2021
Wilson WanginTowards Data ScienceQuantifying Model Capacity: The VC DimensionThe VC dimension is a mathematical way to formulate model capacity. It also has practical machine learning uses. Read on to learn more.Aug 24, 2021Aug 24, 2021
