XiaohuasuAutoencodersAutoencoders are a type of unsupervised learning that uses neural networks. As such, the creation of a model isn’t based on a specific…May 1, 2022May 1, 2022
XiaohuasuOvR and OvO Multi-classificationWe have models that work with binary classifications models such as logistic regression. But in the real world, classifications can be more…Apr 10, 20221Apr 10, 20221
XiaohuasuBasic Pandas Data CleaningWhether it’s an unclean or a brand new cleaned dataset, you’re probably going to encounter the word pandas around the web if you’re trying…Mar 20, 20221Mar 20, 20221
XiaohuasuImportance of quality data — A Review of “Data Cascades in High-Stakes AI” by Sambasivan et al.In AI, the focus and spotlight are the models and algorithms built to answer questions that we have and to perform human-tasks. Data, a…Feb 25, 2022Feb 25, 2022