[vc_row][vc_column][vc_images_carousel images=\\”4298,4312,4297\\” img_size=\\”large\\” speed=\\”2000\\” autoplay=\\”yes\\” hide_pagination_control=\\”yes\\” wrap=\\”yes\\”][vc_column_text]<\/p>\n
Department of Computer Science and Engineering organized One Day Workshop on\u00a0\u201cMachine Learning and Artificial Intelligence<\/strong>\u201d\u00a0<\/strong>\u00a0in association with\u00a0Aspirant Research Hub, Chennai<\/strong>\u00a0on\u00a002.02.2019 <\/strong>for third year computer science and engineering students.\u00a0<\/span><\/p>\n First session was introduction to the AI\u00a0 and Machine Learning. Machine learning is a core sub-area of artificial intelligence as it enables computers to get into a mode of self-learning without being explicitly programmed. When exposed to new data, computer programs, are enabled to learn, grow, change, and develop by themselves.\u00a0The second sessions were completely hands on, the following areas are covered in this session.<\/span><\/p>\n Artificial Intelligence<\/strong><\/span><\/p>\n Problem Solving<\/span><\/strong><\/p>\n Solving Problems by Searching and\u00a0<\/span>Beyond Classical Search<\/span><\/p>\n Knowledge and Reasoning<\/strong><\/span><\/p>\n Logical Agents,\u00a0<\/span>First-Order Logic and\u00a0<\/span>Inference in First-Order Logic<\/span><\/p>\n Learning<\/strong><\/span><\/p>\n Learning from Examples,\u00a0<\/span>Knowledge in Learning,\u00a0<\/span>Learning Probabilistic Models and\u00a0<\/span>Reinforcement Learning<\/span><\/p>\n Introduction and ANN Structure<\/span><\/strong><\/p>\n Biological neurons and artificial neurons,\u00a0<\/span>Model of an ANN,\u00a0<\/span>Activation functions used in ANNs and\u00a0<\/span>Typical classes of network architectures<\/span><\/p>\n MACHINE LEARNING<\/strong><\/span><\/p>\n Bias-Variance tradeoff,\u00a0<\/span>Regularisation,\u00a0<\/span>Over-fitting,\u00a0<\/span>Support Vector Machines,\u00a0<\/span>Kernel Trick,\u00a0<\/span>PCA and Kernel PCA,\u00a0<\/span>K Means Clustering<\/span><\/p>\n This workshop was organized to facilitate the student to effectively learn machine learning tools and techniques to undertake projects and research work.\u00a0<\/span><\/p>\n [\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":" [vc_row][vc_column][vc_images_carousel images=\\”4298,4312,4297\\” img_size=\\”large\\” speed=\\”2000\\” autoplay=\\”yes\\” hide_pagination_control=\\”yes\\” wrap=\\”yes\\”][vc_column_text] Department of Computer Science and Engineering organized One Day Workshop on\u00a0\u201cMachine Learning and Artificial Intelligence\u201d\u00a0\u00a0in association with\u00a0Aspirant Research Hub, Chennai\u00a0on\u00a002.02.2019 for third year computer science and engineering students.\u00a0 First session was introduction to the AI\u00a0 and Machine Learning. Machine learning is a core sub-area of artificial intelligence as […]<\/p>\n","protected":false},"author":1,"featured_media":4298,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ngg_post_thumbnail":0,"footnotes":""},"categories":[6],"tags":[],"table_tags":[],"class_list":["post-4296","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cse"],"_links":{"self":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts\/4296","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4296"}],"version-history":[{"count":0,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts\/4296\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/"}],"wp:attachment":[{"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4296"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4296"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4296"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftable_tags&post=4296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}