{"id":54281,"date":"2023-08-26T03:25:25","date_gmt":"2023-08-26T03:25:25","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/gi3601-geospatial-analysis-with-r-programming-syllabus-for-geo-2021-regulation\/"},"modified":"2023-08-26T03:25:25","modified_gmt":"2023-08-26T03:25:25","slug":"gi3601-geospatial-analysis-with-r-programming-syllabus-for-geo-2021-regulation","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/gi3601-geospatial-analysis-with-r-programming-syllabus-for-geo-2021-regulation\/","title":{"rendered":"GI3601: Geospatial Analysis with R programming syllabus for Geo 2021 regulation"},"content":{"rendered":"

Geospatial Analysis with R programming detailed syllabus for Geoinformatics Engineering (Geo) for 2021 regulation curriculum has been taken from the Anna University<\/a> official website and presented for the Geo students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below. <\/p>\n

For Geoinformatics Engineering 6th Sem scheme and its subjects, do visit Geo 6th Sem 2021 regulation scheme<\/a>. The detailed syllabus of geospatial analysis with r programming is as follows. <\/p>\n

Course Objectives:<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit I<\/h4>\n

INTRODUCTION TO R\tIntroduction – History and overview – elements and data structures – Sessions and Functions -Variables – DataTypes – Vectors – Scalars – Conclusion – DataFrames – Lists – Matrices – Arrays -Classes – Data input\/output – Data storage formats – Sub setting objects – Vectorization\n<\/p>\n

Unit II<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit III<\/h4>\n

DATA MANIPULATION\tMath and Simulation – Functions – Math Function – Probability Calculation – Cumulative Sums and Products-Minima and Maxima Data sorting – Linear Algebra Operation on Vectors and Matrices -Set Operation.\n<\/p>\n

Unit IV<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
\"Get<\/a><\/h4>\n

Unit V<\/h4>\n

STATISTICAL DATA ANALYSIS\tBasic Statistics – Outlier – regression Analysis: Linear – Multiple – Logistic – Poisson – Survival Analysis and Nonlinear Models: Splines – Decision Tree – Random Forests – Support Vector Machine – Clustering – Correlation – Covariance – Statistical simulation – T-Tests.\n<\/p>\n

Course Outcomes:<\/h4>\n

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\"Get<\/a><\/h4>\n

Reference Books:<\/h4>\n
    \n
  1. Mark Gardener, Beginning R -The Statistical Programming Language, John Wiley and Sons, Inc., ISBN: 9781118164303, 2012.<\/li>\n
  2. Chris Brunsdon, Lex Comber, An Introduction to R for Spatial Analysis and Mapping, 2nd Revised Edition, Sage Publications Ltd (UK), ISBN: 9781446272954, 2019.<\/li>\n
  3. Jared P. Lander, R for Everyone Advanced Analytics and Graphics, 2nd Edition, Addison-Wesley Professional PTG, ISBN: 9780134546926, 2017<\/li>\n
  4. Hamid Reza Pourghasemi, Spatial Modeling in GIS and R for Earth and Environmental Sciences, Elsevier (S&T), ISBN: 9780128152263, 2019<\/li>\n
  5. Michael J. Crawley, The R Book, 2nd Edition, Wiley-Blackwell, ISBN: 9780470973929, 2012.<\/li>\n<\/li>\n<\/ol>\n

    For detailed syllabus of all other subjects of Geoinformatics Engineering, 2021 regulation curriculum do visit Geo 6th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

    For all Geoinformatics Engineering results, visit Anna University Geo all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"

    Geospatial Analysis with R programming detailed syllabus for Geoinformatics Engineering (Geo) for 2021 regulation curriculum has been taken from the Anna University official website and presented for the Geo students. […]<\/p>\n","protected":false},"author":2297,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[49,80],"tags":[],"class_list":["post-54281","post","type-post","status-publish","format-standard","hentry","category-6th-sem","category-geo"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/54281","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=54281"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/54281\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=54281"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=54281"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=54281"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}