Time series

An analytic process that uses a set of statistical tools for predicting future events based on past data.

Sort by
20 March 2020
4 min read
There is no doubt that more needs to be said about how time series data analysis advances DevOps. Time series classification is a tertiary aspect of time series data itself. By harnessing performance benefits from the powerful capabilities of a machine learning deployment platform, multiple types of...
21 February 2020
6 min read
Despite its almost ubiquitous use in the business industry and social sciences, time series analysis and by extension time series forecasting is one of the least understood machine learning methods new data scientists and machine learning engineers are undertaking.  The purpose of this blog is to provide...
13 February 2020
5 min read
Time series data, the key data points that have an associated timestamp allowing indexing in time order, are in most cases INSERT-intensive, requiring specialized time series databases as opposed to traditional relational practice as seen in SQL. Prior to advancements in machine learning, much of the...
22 February 2018
19 min read
Whether you’re a scientist analyzing earthquake data to predict the next “big one”, or are in healthcare analyzing patient wait times to better staff your ER, understanding time series data analysis is crucial to making better, data informed decisions. This gentle introduction to time series will...
22 February 2018
19 min read
Whether you’re a scientist analyzing earthquake data to predict the next “big one”, or are in healthcare analyzing patient wait times to better staff your ER, understanding time series analysis is crucial to making better, data informed decisions. This gentle introduction to time series analysis...
20 October 2016
5 min read
While data science offers many ways to visualize and make predictions with your customer data, most can be time consuming. Worse, you often can’t reuse your code with other datasets. Sentiment Time Series is a microservice that can be used on a variety of datasets to process unstructured...