Time Series with Zillow’s Luminaire — Part I Data Exploration
Time Series with Zillow’s Luminaire — Part I Data Exploration I sit at my local beach at midnight, enjoying the big moon casting sparkling lights on the ocean. The wavy moonlight path looks to me like a time series path, not always smooth but traceable. It shows me tranquility and serendipity. I wrote a few articles on time series forecasting and anomaly detection. The Luminaire by the Zillow Tech Hub is the next one that I want to write an in-depth introduction. Are you doing time series forecasting and outlier detection now or in the near future? After reading this article, you will be running your time series model comfortably with Luminaire. Definitely read this article and the following series: Anomaly Detection for Time Series , Business Forecasting with Facebook’s “Prophet” , “ A Technical Guide on RNN/LSTM/GRU for Stock Price Prediction ”, and “ Kalman Filter Explained! ”. Change Points Are Challenging in a Univariate Time Series You typically deal with a daily, mont
