[{"data":1,"prerenderedAt":85},["ShallowReactive",2],{"glossary-en-deep-learning":3},{"id":4,"title":5,"body":6,"description":72,"extension":73,"meta":74,"navigation":80,"path":81,"seo":82,"stem":83,"__hash__":84},"en_glossary/en/glossary/deep-learning.md","What is Deep Learning?",{"type":7,"value":8,"toc":63},"minimark",[9,13,21,26,29,33],[10,11,5],"h2",{"id":12},"what-is-deep-learning",[14,15,16,20],"p",{},[17,18,19],"strong",{},"Deep Learning"," is a subset of machine learning based on artificial neural networks with multiple layers (hence \"deep\"). These networks attempt to simulate the behavior of the human brain to learn from large amounts of data.",[22,23,25],"h3",{"id":24},"difference-from-traditional-algorithms","Difference from Traditional algorithms",[14,27,28],{},"Unlike traditional algorithms where rules are manually coded, deep learning models learn features directly from data.",[22,30,32],{"id":31},"use-cases-in-industry","Use Cases in Industry",[34,35,36,43,49],"ul",{},[37,38,39,42],"li",{},[17,40,41],{},"Visual Inspection",": Detecting defects in products using camera feeds with high accuracy.",[37,44,45,48],{},[17,46,47],{},"Predictive Maintenance",": analyzing vibration or sound data patterns to predict specific component failures before they happen.",[37,50,51,54,55,62],{},[17,52,53],{},"Signal Processing",": Cleaning noisy sensor data in advanced devices like the ",[17,56,57],{},[58,59,61],"a",{"href":60},"/en/products/zma-data-acquisition","ZMA Data Acquisition"," system, identifying complex signal patterns that simple filters miss.",{"title":64,"searchDepth":65,"depth":65,"links":66},"",2,[67],{"id":12,"depth":65,"text":5,"children":68},[69,71],{"id":24,"depth":70,"text":25},3,{"id":31,"depth":70,"text":32},"Understanding Deep Learning, neural networks, and their role in advanced industrial anomaly detection and vision systems.","md",{"tags":75},[19,76,77,78,79],"AI","Machine Learning","Neural Networks","Anomaly Detection",true,"/en/glossary/deep-learning",{"title":5,"description":72},"en/glossary/deep-learning","a3sI5oIis-oEf-IWAx7Rd4L64EDglatR-DjbHKOL8dU",1778229654883]