Tech Insights
Time Series

Time Series

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What is Time Series?

Time series is a sequence of data points, typically measured at successive points in time, spaced at uniform time intervals. Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data. Time series forecasting is the use of a model to predict future values based on previously observed values. Time series are used in statistics, signal processing, pattern recognition, econometrics, mathematical finance, weather forecasting, earthquake prediction, electroencephalography, control engineering, astronomy, communications engineering, and largely in any domain of applied science and engineering which involves temporal measurements.

What other technologies are related to Time Series?

Time Series Competitor Technologies

ARIMA is a classical time series forecasting method. While modern machine learning provides complementary solutions, ARIMA is a statistical approach that directly competes with alternative forecasting models.
mentioned alongside Time Series in 5% (68) of relevant job posts

Time Series Complementary Technologies

Microsoft offers various tools and frameworks that can be used in conjunction with time series analysis, such as Azure Time Series Insights or specific libraries within .NET.
mentioned alongside Time Series in 100% (187) of relevant job posts
Time series data can often be enriched with location data. Geo-spatial visualization helps in understanding temporal patterns across geographic areas, a strong complement to time series analysis.
mentioned alongside Time Series in 100% (187) of relevant job posts
Cloud platforms provide scalable infrastructure for storing, processing, and analyzing time series data, enhancing its applicability.
mentioned alongside Time Series in 100% (125) of relevant job posts

Which job functions mention Time Series?

Job function
Jobs mentioning Time Series
Orgs mentioning Time Series
Data, Analytics & Machine Learning

Which organizations are mentioning Time Series?

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