{"id":5813,"date":"2019-09-09T12:20:38","date_gmt":"2019-09-09T06:50:38","guid":{"rendered":"https:\/\/cahcet.in\/index.php\/2019\/09\/09\/workshop-on-data-analytics-machine-learning\/"},"modified":"2019-09-09T12:20:38","modified_gmt":"2019-09-09T06:50:38","slug":"workshop-on-data-analytics-machine-learning","status":"publish","type":"post","link":"https:\/\/cahcet.in\/?p=5813","title":{"rendered":"Workshop on \u201cData Analytics & Machine Learning\u201d"},"content":{"rendered":"

[vc_row][vc_column width=\\”1\/2\\”][vc_column_text]<\/p>\n

Department of Computer Science and Engineering organized Two Days Workshop on \u201cData Analytics & Machine Learning\u201d \u00a0in association with CSI & Kalam Trust, Bangalore on 30.08.2019 & 31.08.2019 for third-year computer science and engineering students.\u00a0The intent of this workshop is to make students aware in Analytics so that they can quickly start working towards the dream job in Analytics space post their Graduation.<\/span><\/p>\n

The first session was an introduction to Data Analytics. The second session was completely Hands-on, the following areas are covered in this session.<\/span><\/p>\n

DATA ANALYTICS:<\/span><\/strong><\/div>\n
\n
    \n
  • Exploratory Data Analytics<\/span><\/li>\n
  • How to import data in R<\/span><\/li>\n
  • Univariate Analysis<\/span><\/li>\n
  • Bivariate Analysis<\/span><\/li>\n
  • Multivariate Analysis<\/span><\/li>\n
  • How to dig deep into the data to get insights<\/span><\/li>\n<\/ul>\n
    Visualization Techniques<\/span><\/strong><\/div>\n
      \n
    • \u00a0 \u00a0 \u00a0 Scatter Plot<\/span><\/li>\n
    • \u00a0 \u00a0 \u00a0 Bar Chart<\/span><\/li>\n
    • \u00a0 \u00a0 \u00a0 Line Chart<\/span><\/li>\n
    • \u00a0 \u00a0 \u00a0 Histograms<\/span><\/li>\n
    • \u00a0 \u00a0 \u00a0 Boxplot\u00a0\u00a0<\/span><\/li>\n<\/ul>\n

      The third session was also completely Hands-on,the following areas are covered in this session.<\/span><\/p>\n

      \n

      Hands-on R Language<\/span><\/strong>\u00a0 \u00a0 \u00a0<\/span><\/p>\n

      \n
        \n
      • \u00a0 \u00a0 \u00a0Arithmetic operations using R<\/span><\/li>\n
      • \u00a0 \u00a0 \u00a0Looping statements<\/span><\/li>\n
      • \u00a0 \u00a0 \u00a0Functions in R<\/span><\/li>\n
      • \u00a0 \u00a0 \u00a0Different data types<\/span><\/li>\n<\/ul>\n

        Data manipulation using below packages<\/span>
        \n\u00a0 \u00a0 \u00a0 dplyr<\/span>
        \n\u00a0 \u00a0 \u00a0 ggplot2<\/span><\/p>\n

        The final session was also completely Hands-on, the following areas are covered in this session.<\/span><\/p>\n

        MACHINE LEARNING:<\/span><\/strong><\/p>\n

          \n
        • Explanation of Algorithms, Machine Learning Techniques<\/span><\/li>\n
        • Case Studies on \u00a0Linear Regression, Logistic Regression and Clustering Techniques using real-time data sets<\/span><\/li>\n<\/ul>\n

          Resource persons are from various IT companies. They are primarily working on leveraging data science, advanced analytics, machine learning to build large- scale intelligent systems. <\/span>Mr.Mathivaanan, Sr. Data Engineer, Quantiphi, Worked on Python, R, ML Techniques & Recommendation Systems.\u00a0<\/span>Mr. Karthik P, Sr. ML Engineer, Accenture, Worked on R, ML Techniques & NLP.\u00a0<\/span>Mr. Thilak Sundar, Sr. Data Analyst,\u00a0\u00a0Free Lancer,\u00a0\u00a0Worked on Data Mining, R & Visualization Techniques.\u00a0<\/span>Mr.\u00a0Ram Reddy,\u00a0Data Scientist,\u00a0Bridge i2i, Worked on Python, R, ML Techniques,\u00a0QlikView, Visualization Techniques.<\/span><\/p>\n

          The resource person was also addressed various job opportunities in the field of Data Analytics and Machine Learning for final years too. <\/span>This workshop was organized to facilitate the student to effectively learn Data Analytics in R language and Machine Learning tools & techniques to undertake projects and research work in their final years. <\/span>This Two Days Workshop on \\”Data Analytics & Machine Learning\\” was well coordinated by the Computer Science and Engineering department faculties, Mr. S. Suresh & Mr. P. Nandakumar and it was wholeheartedly supported by the Head of the Department, Mrs. Dr. S.Sheik Faritha Begum.<\/span><\/p>\n

          <\/div>\n<\/div>\n<\/div>\n<\/div>\n

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          [vc_row][vc_column width=\\”1\/2\\”][vc_column_text] Department of Computer Science and Engineering organized Two Days Workshop on \u201cData Analytics & Machine Learning\u201d \u00a0in association with CSI & Kalam Trust, Bangalore on 30.08.2019 & 31.08.2019 for third-year computer science and engineering students.\u00a0The intent of this workshop is to make students aware in Analytics so that they can quickly start working […]<\/p>\n","protected":false},"author":1,"featured_media":5814,"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-5813","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\/5813","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=5813"}],"version-history":[{"count":0,"href":"https:\/\/cahcet.in\/index.php?rest_route=\/wp\/v2\/posts\/5813\/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=5813"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5813"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5813"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/cahcet.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftable_tags&post=5813"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}