--- title: Stock Price Prediction with Quantum Machine Learning in... description: Explore the intersection of quantum computing and machine learning, and compare the performance of a quantum neural network with a single-layer MLP for stock... canonical: https://daily.dev/posts/stock-price-prediction-with-quantum-machine-learning-in-python-faocjdly7 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Stock Price Prediction with Quantum Machine Learning in Python | daily.dev og:description: Explore the intersection of quantum computing and machine learning, and compare the performance of a quantum neural network with a single-layer MLP for stock... og:url: https://daily.dev/posts/stock-price-prediction-with-quantum-machine-learning-in-python-faocjdly7 og:image: https://api.daily.dev/og/posts/faoCJdLy7.png og:image:alt: Stock Price Prediction with Quantum Machine Learning in Python 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 with Quantum Machine Learning in Python **[Medium](https://daily.dev/sources/medium_js)** · 10 min read · 2 upvotes · 0 comments ## Summary Explore the intersection of quantum computing and machine learning, and compare the performance of a quantum neural network with a single-layer MLP for stock price time series forecasting. Use the Historical API endpoint provided by Financial Modeling Prep to extract reliable and accurate data. Learn about quantum computing, its operators, quantum circuits, quantum machine learning, and quantum neural networks. Compare the results of the Quantum Neural Network (QNN) with an Artificial Neural Network (ANN) for time series forecasting. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#data-science](https://daily.dev/tags/data-science), [#machine-learning](https://daily.dev/tags/machine-learning), [#python](https://daily.dev/tags/python), [#qiskit](https://daily.dev/tags/qiskit) [View this post on daily.dev](https://daily.dev/posts/stock-price-prediction-with-quantum-machine-learning-in-python-faocjdly7) ```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 with Quantum Machine Learning in Python","url":"https://daily.dev/posts/stock-price-prediction-with-quantum-machine-learning-in-python-faocjdly7","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/stock-price-prediction-with-quantum-machine-learning-in-python-faocjdly7"},"datePublished":"2024-01-23T15:45:48.023Z","dateModified":"2026-07-23T02:12:41.589Z","description":"Explore the intersection of quantum computing and machine learning, and compare the performance of a quantum neural network with a single-layer MLP for stock...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d821f7628de2d59e9b7b73dcc0c0a4d5?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d821f7628de2d59e9b7b73dcc0c0a4d5?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Medium","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Medium","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/medium","url":"https://daily.dev/sources/medium_js"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/stock-price-prediction-with-quantum-machine-learning-in-python-faocjdly7","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,data-science,machine-learning,python,qiskit","timeRequired":"PT10M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Medium","item":"https://daily.dev/sources/medium_js"},{"@type":"ListItem","position":3,"name":"Stock Price Prediction with Quantum Machine Learning in Python"}]} ```