--- title: How to Forecast Time Series Data using any Supervised... description: The article discusses the process of forecasting time series data by transforming it into a tabular format using open-source libraries. It shows how a... canonical: https://daily.dev/posts/how-to-forecast-time-series-data-using-any-supervised-learning-model-d8lcsfamk twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How to Forecast Time Series Data using any Supervised Learning Model | daily.dev og:description: The article discusses the process of forecasting time series data by transforming it into a tabular format using open-source libraries. It shows how a... og:url: https://daily.dev/posts/how-to-forecast-time-series-data-using-any-supervised-learning-model-d8lcsfamk og:image: https://api.daily.dev/og/posts/d8lCsfAMk.png og:image:alt: How to Forecast Time Series Data using any Supervised Learning Model og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # How to Forecast Time Series Data using any Supervised Learning Model **[Towards Data Science](https://daily.dev/sources/tds)** · 9 min read · 3 upvotes · 0 comments ## Summary The article discusses the process of forecasting time series data by transforming it into a tabular format using open-source libraries. It shows how a multiclass classification model can outperform time series forecasting models and how AutoML can further improve accuracy. The dataset used is the PJM hourly energy consumption data, and the accuracy of the AutoML model is 89%. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#data-science](https://daily.dev/tags/data-science), [#classification](https://daily.dev/tags/classification), [#automl](https://daily.dev/tags/automl) [View this post on daily.dev](https://daily.dev/posts/how-to-forecast-time-series-data-using-any-supervised-learning-model-d8lcsfamk) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"How to Forecast Time Series Data using any Supervised Learning Model","url":"https://daily.dev/posts/how-to-forecast-time-series-data-using-any-supervised-learning-model-d8lcsfamk","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-to-forecast-time-series-data-using-any-supervised-learning-model-d8lcsfamk"},"datePublished":"2024-02-22T22:23:35.600Z","dateModified":"2024-05-09T08:43:33.910Z","description":"The article discusses the process of forecasting time series data by transforming it into a tabular format using open-source libraries. 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