--- title: Stock Price Prediction Using News Data and Deep Learning description: This post explores the use of deep learning models, specifically LSTM, in stock price prediction. It highlights the advantages of using the EODHD API for... canonical: https://daily.dev/posts/stock-price-prediction-using-news-data-and-deep-learning-qbaswmk8z twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Stock Price Prediction Using News Data and Deep Learning | daily.dev og:description: This post explores the use of deep learning models, specifically LSTM, in stock price prediction. It highlights the advantages of using the EODHD API for... og:url: https://daily.dev/posts/stock-price-prediction-using-news-data-and-deep-learning-qbaswmk8z og:image: https://api.daily.dev/og/posts/qBasWmk8Z.png og:image:alt: Stock Price Prediction Using News Data and Deep Learning 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. # Stock Price Prediction Using News Data and Deep Learning **[Medium](https://daily.dev/sources/medium_js)** · 11 min read · 5 upvotes · 0 comments ## Summary This post explores the use of deep learning models, specifically LSTM, in stock price prediction. It highlights the advantages of using the EODHD API for high-quality real-time data. The post provides step-by-step instructions on how to fetch stock and news data using Python. It also discusses feature engineering techniques such as moving averages, daily percentage change, MACD, RSI, and VWAP. The importance of data normalization and splitting is emphasized. The post explains how to build and train an LSTM model and demonstrates how to use rolling prices for continuous forecasting. The conclusion highlights the potential of combining LSTM models and the EODHD API for more accurate financial analyses and trading strategies. ## 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 - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#deep-learning](https://daily.dev/tags/deep-learning), [#lstm](https://daily.dev/tags/lstm) [View this post on daily.dev](https://daily.dev/posts/stock-price-prediction-using-news-data-and-deep-learning-qbaswmk8z) ```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":"Stock Price Prediction Using News Data and Deep Learning","url":"https://daily.dev/posts/stock-price-prediction-using-news-data-and-deep-learning-qbaswmk8z","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/stock-price-prediction-using-news-data-and-deep-learning-qbaswmk8z"},"datePublished":"2024-04-14T17:21:41.890Z","dateModified":"2024-05-09T08:43:33.910Z","description":"This post explores the use of deep learning models, specifically LSTM, in stock price prediction. 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