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…·16 min read·Oct 9, 2022--1--1
PinnedChris Kuo/Dr. DatamaninDataman in AIExplain Your Model with the SHAP ValuesUse the SHAP Values to Explain Any Complex ML Model·13 min read·Sep 14, 2019--36--36
PinnedChris Kuo/Dr. DatamaninDataman in AITransfer Learning for Image Classification — (2) Pre-trained Image ModelsHands on with Pre-trained models·13 min read·Jan 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…·9 min read·Nov 24, 2021--2--2
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…·18 min read·Nov 18, 2021--2--2
Chris Kuo/Dr. DatamaninDataman in AIModern Time Series Forecasting: From Classical Foundations to Cutting-Edge Applications — (0)…Unveiling the Evolution of Time Series Techniques·6 min read·1 day ago----
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Chris Kuo/Dr. DatamaninDataman in AITemporal Fusion Transformer for Interpretable Time Series PredictionsWe shop at retail businesses like Walmart, Target, and Best Buy. We buy from department stores like Macy’s, Nordstrom, and Sears. We visit…·23 min read·Apr 18, 2024--2--2
Chris Kuo/Dr. DatamaninDataman in AIConformalized Quantile Regression for Time Series Probabilistic ForecastingUncertainty in predictions is important for decision-makers to understand the range of potential outcomes and associated risks. By…·9 min read·Apr 12, 2024----
Chris Kuo/Dr. DatamaninDataman in AIConformal Predictions for Time Series Probabilistic ForecastingReal-world applications and planning require probabilistic forecasts rather than a point estimate. Probabilistic forecasts, also called…·8 min read·Apr 12, 2024--1--1