PinnedChris Kuo/Dr. DatamaninDataman in AIHandbook of Anomaly Detection: With Python Outlier Detection — (1) IntroductionAnomaly detection is the detection for any rare events that deviate significantly from the majority of the data. Those rare events, called…Oct 9, 20222Oct 9, 20222
PinnedChris Kuo/Dr. DatamaninDataman in AIExplain Your Model with the SHAP ValuesUse the SHAP Values to Explain Any Complex ML ModelSep 14, 201936Sep 14, 201936
PinnedChris Kuo/Dr. DatamaninDataman in AITransfer Learning for Image Classification — (2) Pre-trained Image ModelsHands on with Pre-trained modelsJan 30, 2023Jan 30, 2023
PinnedChris Kuo/Dr. DatamaninDataman in AIThe SHAP Values with H2O ModelsMany machine learning algorithms are complicated and not easy to understand, even though they have rendered an impressive level of…Nov 24, 20212Nov 24, 20212
PinnedChris Kuo/Dr. DatamaninDataman in AITop Data Science Interview Questions and AnswersYou receive a data science interview opportunity from your dream company. You have surveyed many the-top-50-question types of articles but…Nov 18, 20212Nov 18, 20212
Chris Kuo/Dr. DatamanProphet for Business ForecastingSample eBook chapters (free): https://github.com/dataman-git/modern-time-series/blob/main/20240522beauty_TOC.pdfMay 101May 101
Chris Kuo/Dr. DatamaninDataman in AIChange Point Detection in Time SeriesSample eBook chapters (free): https://github.com/dataman-git/modern-time-series/blob/main/20240522beauty_TOC.pdfMay 61May 61
Chris Kuo/Dr. DatamanDeep Learning-based DeepAR for Time Series Probabilistic ForecastingReal-world applications bring forth innovations for time series forecasting. Here let’s consider two use cases. An electricity company…May 4May 4
Chris Kuo/Dr. DatamanTwo Primary Strategies for Multi-period Time Series ForecastingSample eBook chapters (free): https://github.com/dataman-git/modern-time-series/blob/main/20240522beauty_TOC.pdfMay 1May 1