{"id":24910,"date":"2015-10-30T11:37:34","date_gmt":"2015-10-30T09:37:34","guid":{"rendered":"https:\/\/mamchenkov.net\/wordpress\/?p=24910"},"modified":"2015-10-30T11:38:35","modified_gmt":"2015-10-30T09:38:35","slug":"the-definitive-guide-to-natural-language-processing","status":"publish","type":"post","link":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/","title":{"rendered":"The Definitive Guide to Natural Language Processing"},"content":{"rendered":"<!-- google_ad_section_start -->\n<p>&#8220;<a href=\"https:\/\/blog.monkeylearn.com\/the-definitive-guide-to-natural-language-processing\/\">The Definitive Guide to Natural Language Processing<\/a>&#8221; is an easy to follow article on what a challanging task it is for machines to understand human language.\u00a0 There&#8217;s also\u00a0this cool video of two bots talking to each other.<\/p>\n<div class=\"jetpack-video-wrapper\"><span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"660\" height=\"372\" src=\"https:\/\/www.youtube.com\/embed\/WnzlbyTZsQY?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span><\/div>\n<!-- google_ad_section_end -->\n","protected":false},"excerpt":{"rendered":"<!-- google_ad_section_start -->\n<p>&#8220;The Definitive Guide to Natural Language Processing&#8221; is an easy to follow article on what a challanging task it is for machines to understand human language.\u00a0 There&#8217;s also\u00a0this cool video of two bots talking to each other.<\/p>\n<!-- google_ad_section_end -->\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"The Definitive Guide to Natural Language Processing #AI #language #ComputerScience","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false,"_links_to":"","_links_to_target":""},"categories":[1,62],"tags":[1462,1192,243,1908],"keyring_services":[],"class_list":["post-24910","post","type-post","status-publish","format-standard","hentry","category-general","category-technology","tag-artificial-intelligence","tag-computer-science","tag-language","tag-youtube-videos"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"&quot;The Definitive Guide to Natural Language Processing&quot; is an easy to follow article on what a challanging task it is for machines to understand human language. There&#039;s also this cool video of two bots talking to each other. https:\/\/www.youtube.com\/watch?v=WnzlbyTZsQY\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Leonid Mamchenkov\"\/>\n\t<meta name=\"google-site-verification\" content=\"VHvdD0_usx1_4DzKy_QCVcICVgX2EgA2ybELT-wl7kQ\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Leonid Mamchenkov - Life, universe, and everything else\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov\" \/>\n\t\t<meta property=\"og:description\" content=\"&quot;The Definitive Guide to Natural Language Processing&quot; is an easy to follow article on what a challanging task it is for machines to understand human language. There&#039;s also this cool video of two bots talking to each other. https:\/\/www.youtube.com\/watch?v=WnzlbyTZsQY\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2026\/03\/leonid-sailing-beer.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2026\/03\/leonid-sailing-beer.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2015-10-30T09:37:34+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2015-10-30T09:38:35+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/MamchenkovBlog\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:site\" content=\"@mamchenkov\" \/>\n\t\t<meta name=\"twitter:title\" content=\"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov\" \/>\n\t\t<meta name=\"twitter:description\" content=\"&quot;The Definitive Guide to Natural Language Processing&quot; is an easy to follow article on what a challanging task it is for machines to understand human language. There&#039;s also this cool video of two bots talking to each other. https:\/\/www.youtube.com\/watch?v=WnzlbyTZsQY\" \/>\n\t\t<meta name=\"twitter:creator\" content=\"@mamchenkov\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2026\/03\/leonid-sailing-beer.jpg\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#blogposting\",\"name\":\"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov\",\"headline\":\"The Definitive Guide to Natural Language Processing\",\"author\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/author\\\/leonid\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/#person\"},\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#articleImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3cf6df002a284d78fb6e9d8222ca4d102e0832035ed6bc8447008bd234e131a4?s=96&d=identicon&r=g\",\"width\":96,\"height\":96,\"caption\":\"Leonid Mamchenkov\"},\"datePublished\":\"2015-10-30T11:37:34+02:00\",\"dateModified\":\"2015-10-30T11:38:35+02:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#webpage\"},\"articleSection\":\"All, Technology, artificial intelligence, Computer Science, language, YouTube videos\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/category\\\/general\\\/#listItem\",\"name\":\"All\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/category\\\/general\\\/#listItem\",\"position\":2,\"name\":\"All\",\"item\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/category\\\/general\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#listItem\",\"name\":\"The Definitive Guide to Natural Language Processing\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#listItem\",\"position\":3,\"name\":\"The Definitive Guide to Natural Language Processing\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/category\\\/general\\\/#listItem\",\"name\":\"All\"}}]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/#person\",\"name\":\"Leonid Mamchenkov\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#personImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3cf6df002a284d78fb6e9d8222ca4d102e0832035ed6bc8447008bd234e131a4?s=96&d=identicon&r=g\",\"width\":96,\"height\":96,\"caption\":\"Leonid Mamchenkov\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/author\\\/leonid\\\/#author\",\"url\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/author\\\/leonid\\\/\",\"name\":\"Leonid Mamchenkov\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3cf6df002a284d78fb6e9d8222ca4d102e0832035ed6bc8447008bd234e131a4?s=96&d=identicon&r=g\",\"width\":96,\"height\":96,\"caption\":\"Leonid Mamchenkov\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#webpage\",\"url\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/\",\"name\":\"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov\",\"description\":\"\\\"The Definitive Guide to Natural Language Processing\\\" is an easy to follow article on what a challanging task it is for machines to understand human language. There's also this cool video of two bots talking to each other. https:\\\/\\\/www.youtube.com\\\/watch?v=WnzlbyTZsQY\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/2015\\\/10\\\/30\\\/the-definitive-guide-to-natural-language-processing\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/author\\\/leonid\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/author\\\/leonid\\\/#author\"},\"datePublished\":\"2015-10-30T11:37:34+02:00\",\"dateModified\":\"2015-10-30T11:38:35+02:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/#website\",\"url\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/\",\"name\":\"Blog of Leonid Mamchenkov\",\"description\":\"Life, universe, and everything else\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/mamchenkov.net\\\/wordpress\\\/#person\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov","description":"\"The Definitive Guide to Natural Language Processing\" is an easy to follow article on what a challanging task it is for machines to understand human language. There's also this cool video of two bots talking to each other. https:\/\/www.youtube.com\/watch?v=WnzlbyTZsQY","canonical_url":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"google-site-verification":"VHvdD0_usx1_4DzKy_QCVcICVgX2EgA2ybELT-wl7kQ","miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#blogposting","name":"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov","headline":"The Definitive Guide to Natural Language Processing","author":{"@id":"https:\/\/mamchenkov.net\/wordpress\/author\/leonid\/#author"},"publisher":{"@id":"https:\/\/mamchenkov.net\/wordpress\/#person"},"image":{"@type":"ImageObject","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#articleImage","url":"https:\/\/secure.gravatar.com\/avatar\/3cf6df002a284d78fb6e9d8222ca4d102e0832035ed6bc8447008bd234e131a4?s=96&d=identicon&r=g","width":96,"height":96,"caption":"Leonid Mamchenkov"},"datePublished":"2015-10-30T11:37:34+02:00","dateModified":"2015-10-30T11:38:35+02:00","inLanguage":"en-US","mainEntityOfPage":{"@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#webpage"},"isPartOf":{"@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#webpage"},"articleSection":"All, Technology, artificial intelligence, Computer Science, language, YouTube videos"},{"@type":"BreadcrumbList","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/mamchenkov.net\/wordpress#listItem","position":1,"name":"Home","item":"https:\/\/mamchenkov.net\/wordpress","nextItem":{"@type":"ListItem","@id":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/#listItem","name":"All"}},{"@type":"ListItem","@id":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/#listItem","position":2,"name":"All","item":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/","nextItem":{"@type":"ListItem","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#listItem","name":"The Definitive Guide to Natural Language Processing"},"previousItem":{"@type":"ListItem","@id":"https:\/\/mamchenkov.net\/wordpress#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#listItem","position":3,"name":"The Definitive Guide to Natural Language Processing","previousItem":{"@type":"ListItem","@id":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/#listItem","name":"All"}}]},{"@type":"Person","@id":"https:\/\/mamchenkov.net\/wordpress\/#person","name":"Leonid Mamchenkov","image":{"@type":"ImageObject","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#personImage","url":"https:\/\/secure.gravatar.com\/avatar\/3cf6df002a284d78fb6e9d8222ca4d102e0832035ed6bc8447008bd234e131a4?s=96&d=identicon&r=g","width":96,"height":96,"caption":"Leonid Mamchenkov"}},{"@type":"Person","@id":"https:\/\/mamchenkov.net\/wordpress\/author\/leonid\/#author","url":"https:\/\/mamchenkov.net\/wordpress\/author\/leonid\/","name":"Leonid Mamchenkov","image":{"@type":"ImageObject","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/3cf6df002a284d78fb6e9d8222ca4d102e0832035ed6bc8447008bd234e131a4?s=96&d=identicon&r=g","width":96,"height":96,"caption":"Leonid Mamchenkov"}},{"@type":"WebPage","@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#webpage","url":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/","name":"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov","description":"\"The Definitive Guide to Natural Language Processing\" is an easy to follow article on what a challanging task it is for machines to understand human language. There's also this cool video of two bots talking to each other. https:\/\/www.youtube.com\/watch?v=WnzlbyTZsQY","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/mamchenkov.net\/wordpress\/#website"},"breadcrumb":{"@id":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/#breadcrumblist"},"author":{"@id":"https:\/\/mamchenkov.net\/wordpress\/author\/leonid\/#author"},"creator":{"@id":"https:\/\/mamchenkov.net\/wordpress\/author\/leonid\/#author"},"datePublished":"2015-10-30T11:37:34+02:00","dateModified":"2015-10-30T11:38:35+02:00"},{"@type":"WebSite","@id":"https:\/\/mamchenkov.net\/wordpress\/#website","url":"https:\/\/mamchenkov.net\/wordpress\/","name":"Blog of Leonid Mamchenkov","description":"Life, universe, and everything else","inLanguage":"en-US","publisher":{"@id":"https:\/\/mamchenkov.net\/wordpress\/#person"}}]},"og:locale":"en_US","og:site_name":"Leonid Mamchenkov - Life, universe, and everything else","og:type":"article","og:title":"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov","og:description":"&quot;The Definitive Guide to Natural Language Processing&quot; is an easy to follow article on what a challanging task it is for machines to understand human language. There's also this cool video of two bots talking to each other. https:\/\/www.youtube.com\/watch?v=WnzlbyTZsQY","og:url":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/","og:image":"https:\/\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2026\/03\/leonid-sailing-beer.jpg","og:image:secure_url":"https:\/\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2026\/03\/leonid-sailing-beer.jpg","og:image:width":1024,"og:image:height":1024,"article:published_time":"2015-10-30T09:37:34+00:00","article:modified_time":"2015-10-30T09:38:35+00:00","article:publisher":"https:\/\/www.facebook.com\/MamchenkovBlog","twitter:card":"summary_large_image","twitter:site":"@mamchenkov","twitter:title":"The Definitive Guide to Natural Language Processing - Leonid Mamchenkov","twitter:description":"&quot;The Definitive Guide to Natural Language Processing&quot; is an easy to follow article on what a challanging task it is for machines to understand human language. There's also this cool video of two bots talking to each other. https:\/\/www.youtube.com\/watch?v=WnzlbyTZsQY","twitter:creator":"@mamchenkov","twitter:image":"https:\/\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2026\/03\/leonid-sailing-beer.jpg"},"aioseo_meta_data":{"post_id":"24910","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2023-07-20 03:32:37","updated":"2026-01-15 11:49:44","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/mamchenkov.net\/wordpress\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/mamchenkov.net\/wordpress\/category\/general\/\" title=\"All\">All<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tThe Definitive Guide to Natural Language Processing\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/mamchenkov.net\/wordpress"},{"label":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},{"label":"The Definitive Guide to Natural Language Processing","link":"https:\/\/mamchenkov.net\/wordpress\/2015\/10\/30\/the-definitive-guide-to-natural-language-processing\/"}],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack-related-posts":[{"id":7883,"url":"https:\/\/mamchenkov.net\/wordpress\/2004\/09\/09\/the-language-guide\/","url_meta":{"origin":24910,"position":0},"title":"The Language Guide","author":"Leonid Mamchenkov","date":"September 9, 2004","format":false,"excerpt":"There are so many computer programming languages that newcomers and around-IT people get confused very often. Which language should I learn? What is better C or Perl? What is SQL? These are the questions posted forums and newsgroups where programmers hang out. The Language Guide website attempts to tell the\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":15726,"url":"https:\/\/mamchenkov.net\/wordpress\/2011\/10\/13\/dennis-ritchie-rip\/","url_meta":{"origin":24910,"position":1},"title":"Dennis Ritchie, RIP","author":"Leonid Mamchenkov","date":"October 13, 2011","format":false,"excerpt":"I've just learned of yet another great loss - Dennis Ritchie, who passed away a few days ago at the age of 70. It's difficult to describe his contributions and achievements to non-technical people, but anyone with even a grain of knowledge of computer history and modern affairs can appreciate\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2011\/10\/225px-Dennis_MacAlistair_Ritchie_.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":42711,"url":"https:\/\/mamchenkov.net\/wordpress\/2019\/06\/12\/top-20-apis-you-should-know-in-ai-and-machine-learning\/","url_meta":{"origin":24910,"position":2},"title":"Top 20 APIs You Should Know In AI and Machine Learning","author":"Leonid Mamchenkov","date":"June 12, 2019","format":false,"excerpt":"If you are playing around with the artificial intelligence and machine learning, have a look at this list of \"Top 20 APIs You Should Know In AI and Machine Learning\". These are nicely organized by subject as well: Machine Learning and Prediction APIs BigMLPredictionIOAnacondaBlue Yonder PlatformMLJARNuPICRecombeeindico APIs for Face Detection\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2019\/06\/face-detection.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":9585,"url":"https:\/\/mamchenkov.net\/wordpress\/2005\/10\/19\/daily-del-icio-us-bookmarks\/","url_meta":{"origin":24910,"position":3},"title":"Daily del.icio.us bookmarks","author":"Leonid Mamchenkov","date":"October 19, 2005","format":false,"excerpt":"Shared bookmarks for del.icio.us user tvset on 2005-10-18 The Definitive Guide To Speeding Tickets Tagged as: cars driving guide speeding stats tips","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":27591,"url":"https:\/\/mamchenkov.net\/wordpress\/2017\/05\/20\/smart-reply-in-gmail\/","url_meta":{"origin":24910,"position":4},"title":"Smart Reply in Gmail","author":"Leonid Mamchenkov","date":"May 20, 2017","format":false,"excerpt":"Google Blog announces that Smart Reply feature is coming to Gmail on both Android and iOS. \u00a0It has been introduced earlier in other products like Google Inbox and Allo, and is apparently so useful that about 12% of all replies in those applications are done with the help of Smart\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2017\/05\/scoring.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":8769,"url":"https:\/\/mamchenkov.net\/wordpress\/2005\/04\/03\/rss-quick-start-guide-for-educators\/","url_meta":{"origin":24910,"position":5},"title":"RSS Quick Start Guide for Educators","author":"Leonid Mamchenkov","date":"April 3, 2005","format":false,"excerpt":"RSS Quick Start Guide for Educators is a really nice article about RSS. It is aimed at people in education community, but it has plenty of information for others too. This is one of the best resources that I have seen on the subject - brief, to the point, with\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"jetpack_sharing_enabled":true,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/24910","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/comments?post=24910"}],"version-history":[{"count":0,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/24910\/revisions"}],"wp:attachment":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/media?parent=24910"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/categories?post=24910"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/tags?post=24910"},{"taxonomy":"keyring_services","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/keyring_services?post=24910"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}