{"id":836,"date":"2021-11-14T06:36:26","date_gmt":"2021-11-14T06:36:26","guid":{"rendered":"https:\/\/stir.ae\/blog\/?p=836"},"modified":"2021-11-14T06:36:29","modified_gmt":"2021-11-14T06:36:29","slug":"data-science-lifecycle-workshop-by-ibm","status":"publish","type":"post","link":"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/","title":{"rendered":"Data Science Lifecycle Workshop by IBM"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">IBM Middle East hosted a workshop on Data Science Lifecycle for the students at the University of Stirling, RAK branch campus. It was an absolutely amazing workshop by Fawaz Sidiqi, Developer Advocate IBM and Mridul Bhandari, Developer Advocate, IBM covering Data Science and its implications, types of machine learning models, types of data that you will see in your career as a data scientist, the data science methodology and finally, how to structure Data Science projects. Students had a hands-on session on IBM Watson studio implementing various machine learning models and evaluating their performance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We sincerely thank you for your commitment to education and imparting your knowledge and wisdom to our students and thank you for enriching all of us.<\/p>\n\n\n\n<figure class=\"wp-block-gallery columns-3 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><ul class=\"blocks-gallery-grid\"><li class=\"blocks-gallery-item\"><figure><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"630\" src=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6-1024x630.png\" alt=\"\" data-id=\"837\" data-full-url=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6.png\" data-link=\"https:\/\/stir.ae\/blog\/?attachment_id=837\" class=\"wp-image-837\" srcset=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6-1024x630.png 1024w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6-300x185.png 300w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6-768x472.png 768w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6.png 1055w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img decoding=\"async\" width=\"1024\" height=\"488\" src=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-2-1024x488.png\" alt=\"\" data-id=\"838\" data-full-url=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-2.png\" data-link=\"https:\/\/stir.ae\/blog\/?attachment_id=838\" class=\"wp-image-838\" srcset=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-2-1024x488.png 1024w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-2-300x143.png 300w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-2-768x366.png 768w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-2.png 1355w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img decoding=\"async\" width=\"720\" height=\"445\" src=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-3.png\" alt=\"\" data-id=\"839\" data-full-url=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-3.png\" data-link=\"https:\/\/stir.ae\/blog\/?attachment_id=839\" class=\"wp-image-839\" srcset=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-3.png 720w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workshop-3-300x185.png 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"632\" src=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-4-1024x632.png\" alt=\"\" data-id=\"840\" data-full-url=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-4.png\" data-link=\"https:\/\/stir.ae\/blog\/?attachment_id=840\" class=\"wp-image-840\" srcset=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-4-1024x632.png 1024w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-4-300x185.png 300w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-4-768x474.png 768w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-4.png 1048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"628\" src=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-5-1024x628.png\" alt=\"\" data-id=\"841\" data-full-url=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-5.png\" data-link=\"https:\/\/stir.ae\/blog\/?attachment_id=841\" class=\"wp-image-841\" srcset=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-5-1024x628.png 1024w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-5-300x184.png 300w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-5-768x471.png 768w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-5.png 1043w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"632\" src=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-6-1024x632.png\" alt=\"\" data-id=\"842\" data-full-url=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-6.png\" data-link=\"https:\/\/stir.ae\/blog\/?attachment_id=842\" class=\"wp-image-842\" srcset=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-6-1024x632.png 1024w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-6-300x185.png 300w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-6-768x474.png 768w, https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-workshop-6.png 1056w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/li><\/ul><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>IBM Middle East hosted a workshop on Data Science Lifecycle for the students at the University of Stirling, RAK branch campus. It was an absolutely amazing workshop by Fawaz Sidiqi, Developer Advocate IBM and Mridul Bhandari, Developer Advocate, IBM covering Data Science and its implications, types of machine learning models, types of data that you &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/\"> <span class=\"screen-reader-text\">Data Science Lifecycle Workshop by IBM<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":2,"featured_media":837,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[10],"tags":[],"class_list":["post-836","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-events"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Science Lifecycle Workshop by IBM - UNIVERSITY OF STIRLING UAE<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science Lifecycle Workshop by IBM - UNIVERSITY OF STIRLING UAE\" \/>\n<meta property=\"og:description\" content=\"IBM Middle East hosted a workshop on Data Science Lifecycle for the students at the University of Stirling, RAK branch campus. It was an absolutely amazing workshop by Fawaz Sidiqi, Developer Advocate IBM and Mridul Bhandari, Developer Advocate, IBM covering Data Science and its implications, types of machine learning models, types of data that you &hellip; Data Science Lifecycle Workshop by IBM Read More &raquo;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/\" \/>\n<meta property=\"og:site_name\" content=\"UNIVERSITY OF STIRLING UAE\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/stiruae\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-14T06:36:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-14T06:36:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1055\" \/>\n\t<meta property=\"og:image:height\" content=\"649\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"University of Stirling\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"University of Stirling\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/\"},\"author\":{\"name\":\"University of Stirling\",\"@id\":\"https:\/\/stir.ae\/blog\/#\/schema\/person\/c9858fead37f56e06003df376a9855e9\"},\"headline\":\"Data Science Lifecycle Workshop by IBM\",\"datePublished\":\"2021-11-14T06:36:26+00:00\",\"dateModified\":\"2021-11-14T06:36:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/\"},\"wordCount\":126,\"publisher\":{\"@id\":\"https:\/\/stir.ae\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/stir.ae\/blog\/data-science-lifecycle-workshop-by-ibm\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/stir.ae\/blog\/wp-content\/uploads\/2021\/11\/IBM-Workship-6.png\",\"articleSection\":[\"News &amp; 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