{"id":479,"date":"2022-09-03T14:02:15","date_gmt":"2022-09-03T18:02:15","guid":{"rendered":"https:\/\/wordpress.cs.vt.edu\/elhamod\/?page_id=479"},"modified":"2022-09-03T14:48:00","modified_gmt":"2022-09-03T18:48:00","slug":"cs4664-data-centric-computing-capstone","status":"publish","type":"page","link":"https:\/\/wordpress.cs.vt.edu\/elhamod\/cs4664-data-centric-computing-capstone\/","title":{"rendered":"CS4664 \/ Data-Centric Computing Capstone"},"content":{"rendered":"\n<p>In this page I list some of the material I curated as the instructor-of-record for <a href=\"https:\/\/cs.vt.edu\/Undergraduate\/courses\/CS4664.html\">CS4664 &#8211; Data-Centric Computing Capstone<\/a> at Virginia Tech (Spring &#8217;22). It would please me to furnish this material for everyone&#8217;s use. Kindly give proper citation to my name and website if you reuse this material.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/12hrw4hywjxdQ-4CKMmKqdHLGLXbwx71q\/view?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/drive.google.com\/file\/d\/12hrw4hywjxdQ-4CKMmKqdHLGLXbwx71q\/view?usp=sharing\">Syllabus<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p>Slides and coding demos:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/1mHMTmPvv9XxPFknF1H5gTzP7_ARsKDyL\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/1mHMTmPvv9XxPFknF1H5gTzP7_ARsKDyL\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Hello World!<\/a><\/li><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/1TBKT2U2UDS0nUlRaYyN91crfBEoVt0w5\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/1TBKT2U2UDS0nUlRaYyN91crfBEoVt0w5\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Intro to ML<\/a><\/li><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/1Bi-Sdpvd1oCMFMDuzhP8KlnDCSlAKIpS\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/1Bi-Sdpvd1oCMFMDuzhP8KlnDCSlAKIpS\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Python ML Demo<\/a> (<a href=\"https:\/\/drive.google.com\/drive\/folders\/1YAI9QI_vWA0PyoAzPFGfTMvwiAzc6lw8?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/drive.google.com\/drive\/folders\/1YAI9QI_vWA0PyoAzPFGfTMvwiAzc6lw8?usp=sharing\">Google Colab code<\/a>)<\/li><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/12D1vHWjhwXcrmpoIAljkxsqk2MSg7XnR\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/12D1vHWjhwXcrmpoIAljkxsqk2MSg7XnR\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Intro to Deep Learning<\/a><\/li><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/1L_HC1grpJiqc2uLxTm3F0fj1kPA9VF0u\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/1L_HC1grpJiqc2uLxTm3F0fj1kPA9VF0u\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Semi-supervised learning<\/a><\/li><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/1L5qIcOh_xZU4PZuFjyu4OoAVvXKEZ1r5\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/1L5qIcOh_xZU4PZuFjyu4OoAVvXKEZ1r5\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Meta-learning<\/a><\/li><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/1GHO3QYWMK11q-w_IKxwBzJ6t2kGQM1uh\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/1GHO3QYWMK11q-w_IKxwBzJ6t2kGQM1uh\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Interpretability in ML<\/a><\/li><li><a href=\"https:\/\/docs.google.com\/presentation\/d\/1x3Uk3ikyIvlqPqtKq-iiaCA4whwrgRPb\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/presentation\/d\/1x3Uk3ikyIvlqPqtKq-iiaCA4whwrgRPb\/edit?usp=sharing&amp;ouid=104685989969972635808&amp;rtpof=true&amp;sd=true\">Negative Results in Computer Vision<\/a><\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p>Assignments:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/drive.google.com\/file\/d\/1KPbqOIhDPk1NjYxxDN6RkPfDKsOpnIS7\/view?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/drive.google.com\/file\/d\/1KPbqOIhDPk1NjYxxDN6RkPfDKsOpnIS7\/view?usp=sharing\">Assignment 1 &#8211; Getting your feet wet with machine learning<\/a><\/li><li><a href=\"https:\/\/drive.google.com\/file\/d\/1MK9wjZu5JPGQuUoTathZDa0m3JrLgWwb\/view?usp=sharing\">Assignment 2 &#8211; Getting hands dirty<\/a><\/li><li><a href=\"https:\/\/drive.google.com\/file\/d\/1UHls768mTnf9GCbTdLOrnQ8gBy1a-Qus\/view?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/drive.google.com\/file\/d\/1UHls768mTnf9GCbTdLOrnQ8gBy1a-Qus\/view?usp=sharing\">Quiz 1 &#8211; The 2nd best way<\/a><\/li><li><a href=\"https:\/\/drive.google.com\/file\/d\/15q1JPKJhwMaz_2PtF0Xq7sE_4GKAQVLW\/view?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/drive.google.com\/file\/d\/15q1JPKJhwMaz_2PtF0Xq7sE_4GKAQVLW\/view?usp=sharing\">Quiz 2 &#8211; Reading and Writing Papers<\/a><\/li><li><a href=\"https:\/\/drive.google.com\/file\/d\/1wp4GZNLdtayESd4xYDE9hXtFAyrA_KR3\/view?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/drive.google.com\/file\/d\/1wp4GZNLdtayESd4xYDE9hXtFAyrA_KR3\/view?usp=sharing\">Quiz 3 &#8211; Seeds and Deep Learning<\/a><\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p><a href=\"https:\/\/drive.google.com\/drive\/folders\/162KY1IJmhKI7g3ulnsR973OLPSP_Vhf1?usp=sharing\" data-type=\"URL\" data-id=\"https:\/\/drive.google.com\/drive\/folders\/162KY1IJmhKI7g3ulnsR973OLPSP_Vhf1?usp=sharing\">Term project requirements and milestones<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n","protected":false},"excerpt":{"rendered":"<p>In this page I list some of the material I curated as the instructor-of-record for CS4664 &#8211; Data-Centric Computing Capstone at Virginia Tech (Spring &#8217;22). It would please me to furnish this material for everyone&#8217;s use. Kindly give proper citation to my name and website if you reuse this material. Syllabus Slides and coding demos: [&hellip;]<\/p>\n","protected":false},"author":359,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-479","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/pages\/479","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/users\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/comments?post=479"}],"version-history":[{"count":5,"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/pages\/479\/revisions"}],"predecessor-version":[{"id":502,"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/pages\/479\/revisions\/502"}],"wp:attachment":[{"href":"https:\/\/wordpress.cs.vt.edu\/elhamod\/wp-json\/wp\/v2\/media?parent=479"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}