{"id":3956,"date":"2019-05-20T09:55:22","date_gmt":"2019-05-20T13:55:22","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=3956"},"modified":"2022-11-21T09:43:37","modified_gmt":"2022-11-21T14:43:37","slug":"top-10-machine-learning-algorithms-for-beginners-part-viii","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/top-10-machine-learning-algorithms-for-beginners-part-viii\/","title":{"rendered":"Top 10 Machine Learning Algorithms For Beginners &#8211; Part VIII"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><strong>Recurrent Neural\nNetworks (RNN)<\/strong><\/h3>\n\n\n\n<p>Did you know Siri and Google Assistant use RNN in\ntheir programming? RNNs are essentially a type of neural network, which have a\nmemory attached to each node. which makes it easy to process sequential data,\ni.e. one data unit is dependent on the previous one.<\/p>\n\n\n\n<p>A way to explain the advantage of RNN over a normal neural network is that we are supposed to process a word character by character. If the word is \u201ctrading\u201d, a normal neural network node would forget the character \u201ct\u201d by the time it moves to \u201cd\u201d, whereas a recurrent neural network will remember the character as it has its own memory.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"600\" height=\"400\" data-src=\"\/campus\/wp-content\/uploads\/sites\/2\/2019\/05\/Recurrent-Neural-Networks.jpg\" alt=\"Recurrent Neural Networks\" class=\"wp-image-3958 lazyload\" data-srcset=\"https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2019\/05\/Recurrent-Neural-Networks.jpg 600w, https:\/\/ibkrcampus.com\/campus\/wp-content\/uploads\/sites\/2\/2019\/05\/Recurrent-Neural-Networks-400x267.jpg 400w\" data-sizes=\"(max-width: 600px) 100vw, 600px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; aspect-ratio: 600\/400;\" \/><\/figure>\n\n\n\n<p><em>Learn more QuantInsti here&nbsp;<\/em><a href=\"https:\/\/www.quantinsti.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.quantinsti.com<\/a><\/p>\n\n\n\n<p><em>To learn more about Python and R, visit QuantInsti&nbsp;<\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/www.quantinsti.com\/category\/quantitative-trading-strategies\" target=\"_blank\"><em>website<\/em><\/a><em>&nbsp;and their educational offerings at their&nbsp;<\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/www.quantinsti.com\/epat\" target=\"_blank\"><em>Executive Programme in Algorithmic Trading (EPAT\u2122)<\/em><\/a><em>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Recurrent Neural Networks <\/p>\n","protected":false},"author":91,"featured_media":3958,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[339,343,349,338,350,341,344],"tags":[851,852,595,494],"contributors-categories":[13654],"class_list":{"0":"post-3956","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-programing-languages","9":"category-python-development","10":"category-ibkr-quant-news","11":"category-quant-asia-pacific","12":"category-quant-development","13":"category-quant-regions","14":"tag-algo-trading","15":"tag-machine-learning","16":"tag-python","17":"tag-quant","18":"contributors-categories-quantinsti"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO 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