{"id":297,"date":"2021-10-06T10:00:00","date_gmt":"2021-10-06T06:00:00","guid":{"rendered":"https:\/\/alphonsedevasia.com\/blog\/?p=297"},"modified":"2022-09-04T10:17:17","modified_gmt":"2022-09-04T06:17:17","slug":"natural-language-processing-with-deep-learning","status":"publish","type":"post","link":"https:\/\/alphonsedevasia.com\/blog\/natural-language-processing-with-deep-learning\/","title":{"rendered":"Natural Language Processing with Deep Learning"},"content":{"rendered":"\n<p>In this course from Stanford University, students will gain a thorough introduction to cutting-edge research in Deep Learning for Natural language processing (NLP).<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.youtube.com\/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z\"><img decoding=\"async\" src=\"https:\/\/alphonsedevasia.files.wordpress.com\/2021\/09\/screenshot-2021-09-15-at-5.12.49-pm.png?w=371\" alt=\"\" class=\"wp-image-844\"\/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-justify\">&nbsp;NLP or computational linguistics is one of the most important technologies of the information age. Applications of NLP are everywhere because people communicate almost everything in language: web search, advertising, emails, customer service, language translation, virtual agents, medical reports, etc.<\/p>\n\n\n\n<p class=\"has-text-align-justify\">In recent years, deep learning (or neural network) approaches have obtained very high performance across many different NLP tasks, using single end-to-end neural models that do not require traditional, task-specific feature engineering. Students will learn the necessary skills to design, implement, and understand their own neural network models.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/online.stanford.edu\/artificial-intelligence\/free-content?category=All&amp;course=6097\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/alphonsedevasia.files.wordpress.com\/2021\/09\/screenshot-2021-09-15-at-4.27.27-pm.png?w=892\" alt=\"\" class=\"wp-image-843\" width=\"560\" height=\"379\"\/><\/a><\/figure>\n<\/div>\n\n\n<p>The videos from the 2019 edition are freely available on the <span style=\"text-decoration:underline;\"><a href=\"https:\/\/online.stanford.edu\/artificial-intelligence\/free-content?category=All&amp;course=6097\" target=\"_blank\" rel=\"noreferrer noopener\">Stanford Online Hub<\/a><\/span> and on the <a href=\"https:\/\/www.youtube.com\/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z\" target=\"_blank\" rel=\"noreferrer noopener\"><span style=\"text-decoration:underline;\">YouTube channel<\/span><\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Stanford CS224N: Natural Language Processing with Deep Learning Course | Winter 2019\" width=\"810\" height=\"456\" src=\"https:\/\/www.youtube.com\/embed\/videoseries?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Natural language processing (NLP) is a crucial part of artificial intelligence (AI), modelling how machines process and share information.<\/p>\n\n\n\n<p><em>You&#8217;ll also like<\/em> &#8211;<\/p>\n\n\n\n<p><a href=\"https:\/\/alphonsedevasia.com\/blog\/designing-visualizing-and-understanding-deep-neural-networks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Designing, Visualizing and Understanding Deep Neural\u00a0Networks<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/alphonsedevasia.com\/blog\/neural-networks-and-deep-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Neural Networks and Deep\u00a0Learning<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/alphonsedevasia.com\/blog\/deep-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Deep Learning<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this course from Stanford University, students will gain a thorough introduction to cutting-edge research in Deep Learning for Natural language processing (NLP).<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[17,46,40,20,22,27,13],"class_list":["post-297","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-courses","tag-deep-learning","tag-educationalresources","tag-lifelong-learning","tag-machine-learning","tag-resources"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Natural Language Processing with Deep Learning<\/title>\n<meta name=\"description\" content=\"In this course from Stanford University, students will gain a thorough introduction to cutting-edge research in Deep Learning for Natural language processing (NLP).\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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