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Home Artificial Intelligence

Time Sequence — From Analyzing the Previous to Predicting the Future | by Farzad Nobar | Oct, 2024

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October 23, 2024
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Metric Deception: When Your Greatest KPIs Conceal Your Worst Failures

Forecasting the Future with Tree-Primarily based Fashions for Time Collection


The right way to study from the previous with time collection.

Farzad Nobar

Towards Data Science

Picture by DAVIDCOHEN on Unsplash

In case you are fascinated with making forecasts a couple of future final result, time collection is the instrument for it. Time collection information is a set of observations recorded at particular intervals, equivalent to an hourly climate report, or a day by day stock and gross sales report. Time collection present us with instruments to know historic information and use them to forecast the longer term with extra certainty. For instance, I’m personally grateful to all these scientists who created the climate forecast app by the research of time collection and companies equivalent to Amazon that depend on their gross sales forecast to higher place stock in order that I can obtain my Amazon order as quickly as potential!

There admittedly are numerous time collection tutorials out there on-line however I nonetheless determined to put in writing this put up due to the next contributions:

  1. Construct Basis: As an alternative of assuming reader’s familiarity with time collection, we are going to go deeper into introducing the foundational ideas associated to the time collection to higher perceive the subject and observe alongside.
  2. Construct Breadth: As soon as readers are conversant in the foundational information essential to understand time collection, we then introduce 10 totally different time collection forecasting strategies that can be utilized…
Tags: AnalyzingFarzadfutureNobarOctPredictingseriestime

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