- Top 5 Time Series Methods - Nov 1, 2021.
Data that varies in time can offer powerful applications and use cases for data scientists to analyze. This overview considers the top techniques you can learn to understand and gain insight from time-series data.
Forecasting, Seasonality, Time Series
Do’s and Don’ts of Analyzing Time Series - Nov 12, 2020.
When handling time series data in your Data Science analysis work, a variety of common mistakes are made that are basic, but very important, to the processing of this type of data. Here, we review these issues and recommend the best practices.
Data Preparation, Data Visualization, Seasonality, Time Series
- Forecasting Stories 2: The Power of a Seasonality Index - Apr 14, 2020.
Read this second entry in a series on time series analysis and seasonality, and see how, through 2 simple use cases, the power of a seasonality index is uncovered.
Forecasting, Seasonality, Time Series
- Forecasting Stories: Is it seasonality or not? - Mar 17, 2020.
Kicking off with a series of forecasting stories, starting with seasonality and its business applications. This first article speaks of course corrections that were based on weather and calendar driven seasonality.
Forecasting, Seasonality, Time Series
- Time Series Analysis: A Simple Example with KNIME and Spark - Oct 23, 2019.
The task: train and evaluate a simple time series model using a random forest of regression trees and the NYC Yellow taxi dataset.
Apache Spark, Knime, Rosaria Silipo, Seasonality, Time Series
