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21. Determining causality in correlated time series - Amazon Science

    2021-08-20 Tags: time series, anomaly detection, correlation, causality, root cause analysis, amazon, aws, machine learning by klotz
22. Dos and donts of Imputation

    Use the MICE algorithm

    2023-07-14 Tags: imputation, data, pandas, data science, time-series by klotz
23. Engineering Extreme Event Forecasting at Uber with Recurrent Neural Networks | Uber Engineering Blog

    2018-11-10 Tags: uber, deep learning, time series, forecasting by klotz
24. Explainable Time-Series Forecasting

    2021-12-28 Tags: explainable, time-series, forecasting, machine learning by klotz
25. Extreme Rare Event Classification: A Straight Forward Solution

    2019-07-11 Tags: time series, machine learning, feature engineering, rare event, anomaly detection by klotz
26. Facebook NeuralProphet

    2021-12-08 Tags: prophet, neuralprophet, machine learning, deep learning, prediction, production engineering, time series by klotz
27. Facebook’s Prophet + Deep Learning = NeuralProphet | by Eryk Lewinson | Dec, 2020 | Towards Data Science

    2020-12-10 Tags: facebook, prophet, neural network, time series, machine learning by klotz
28. False Prophet: Feature Engineering for a Homemade Time Series Regression (Part 1 of 2)

    Building on ideas from Meta’s Prophet package to create powerful features for time series machine learning models

    2023-10-15 Tags: time series, machine learning, prophet by klotz
29. Figuring out the most unusual segments in data | by Mariya Mansurova | Jul, 2023 | Towards Data Science

    2023-07-14 Tags: time-series, anomaly, data exploration, root cause analysis, python, wize pizza by klotz
30. Forecasting bitcoin returns with Prophet in Python— Part II

    2019-10-20 Tags: bitcoin, time series, facebook, python, prophet, machine learning by klotz

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