{"id":22871,"date":"2021-03-21T21:46:13","date_gmt":"2021-03-22T01:46:13","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/?p=22871"},"modified":"2021-03-21T21:46:16","modified_gmt":"2021-03-22T01:46:16","slug":"graph-mining-possible-course-topics","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=22871","title":{"rendered":"Graph Mining: Possible Course Topics"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Course Topics<\/h2>\n\n\n\n<p>Graph Theory Introduction,\u00a0Graph Mining Introduction,\u00a0Network Properties, Random Graphs, Small World Graphs,\u00a0Node Importance,\u00a0Node Similarity,\u00a0Clustering &amp; Community Detection,\u00a0Link Prediction,\u00a0Anomaly detection,\u00a0Time Evolving Graphs,\u00a0Influence\/Virus Propagation,\u00a0Graph Mining Use Cases,\u00a0Big Data Graph Databases,\u00a0Big Data Graph Processing<br \/>Last modified: Wednesday, 23 October 2019, 12:44 PM<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><em><strong>Shop <\/strong><\/em> <em><strong>Online:&nbsp;<\/strong><\/em><a href=\"http:\/\/www.shopforsoul.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.ShopForSoul.com\/<\/a><\/p>\n\n\n\n<p><em><strong>8112223 Canada Inc.\/JustEtc<\/strong>: <a href=\"http:\/\/justetc.net\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/JustEtc.net<\/a><\/em><\/p>\n\n\n\n<p><em><strong>Linkedin<\/strong>: <a href=\"https:\/\/ca.linkedin.com\/in\/sayedjustetc\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/ca.linkedin.com\/in\/sayedjustetc<\/a><\/em><\/p>\n\n\n\n<p><em><strong><em><strong>Courses:&nbsp;<\/strong><a href=\"http:\/\/training.sitestree.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/Training.SitesTree.com<\/a>&nbsp;(Big Data, Cloud, Security, Machine Learning)<\/em><\/strong><\/em><\/p>\n\n\n\n<p><em><strong>Blog<\/strong>:&nbsp;<a href=\"http:\/\/bangla.salearningschool.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/Bangla.SaLearningSchool.com<\/a>,&nbsp;<a href=\"http:\/\/sitestree.com\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/SitesTree.com<\/a><\/em><\/p>\n\n\n\n<p><strong>Medium<\/strong>:&nbsp;<a href=\"https:\/\/medium.com\/@SayedAhmedCanada\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/medium.com\/@SayedAhmedCanada<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Course Topics Graph Theory Introduction,\u00a0Graph Mining Introduction,\u00a0Network Properties, Random Graphs, Small World Graphs,\u00a0Node Importance,\u00a0Node Similarity,\u00a0Clustering &amp; Community Detection,\u00a0Link Prediction,\u00a0Anomaly detection,\u00a0Time Evolving Graphs,\u00a0Influence\/Virus Propagation,\u00a0Graph Mining Use Cases,\u00a0Big Data Graph Databases,\u00a0Big Data Graph ProcessingLast modified: Wednesday, 23 October 2019, 12:44 PM Shop Online:&nbsp;https:\/\/www.ShopForSoul.com\/ 8112223 Canada Inc.\/JustEtc: http:\/\/JustEtc.net Linkedin: https:\/\/ca.linkedin.com\/in\/sayedjustetc Courses:&nbsp;http:\/\/Training.SitesTree.com&nbsp;(Big Data, Cloud, Security, Machine Learning) Blog:&nbsp;http:\/\/Bangla.SaLearningSchool.com,&nbsp;http:\/\/SitesTree.com Medium:&nbsp;https:\/\/medium.com\/@SayedAhmedCanada<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1905],"tags":[],"class_list":["post-22871","post","type-post","status-publish","format-standard","hentry","category-graph-mining","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16311,"url":"http:\/\/bangla.sitestree.com\/?p=16311","url_meta":{"origin":22871,"position":0},"title":"Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions?","author":"Sayed","date":"October 9, 2019","format":false,"excerpt":"Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions? What is Graph Mining? What is a Graph anyway? Is Graph mining just a kind of Machine Learning? i.e. is Machine Learning the only primary component of Graph Mining? Does\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22873,"url":"http:\/\/bangla.sitestree.com\/?p=22873","url_meta":{"origin":22871,"position":1},"title":"Graph Mining: Learning Resources","author":"Sayed","date":"March 21, 2021","format":false,"excerpt":"Resources: Public URLs Graph Mining: Introducing Graphs: Learn by finding answers to the following questions?\u00a0http:\/\/bangla.salearningschool.com\/recent-posts\/graph-mining-introducing-graphs-learn-by-finding-answers-to-the-following-questions\/ Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions?\u00a0http:\/\/bangla.salearningschool.com\/recent-posts\/graph-mining-what-is-graph-mining-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following-questions\/ Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection.\u00a0http:\/\/bangla.salearningschool.com\/recent-posts\/graph-mining-shared-nearest-neighbors-clustering-community-detection\/ Graph Mining: Betweenness Based Clustering:\u2026","rel":"","context":"In &quot;Graph Mining&quot;","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22885,"url":"http:\/\/bangla.sitestree.com\/?p=22885","url_meta":{"origin":22871,"position":2},"title":"Graph Mining: Shared Nearest Neighbors &#8211; Community Detection","author":"Sayed","date":"March 21, 2021","format":false,"excerpt":"Resources to Learn From Resources:Jarvis-Patrick Clusteringhttps:\/\/btluke.com\/jpclust.htmlEmpirical Comparison of Algorithms for Network Community Detectionhttps:\/\/cs.stanford.edu\/~jure\/pubs\/communities-www10.pdf Read the resources above to find answers. Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors (SNN): Clustering : Community Detection: Learn by\u2026","rel":"","context":"In &quot;Graph Mining&quot;","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16302,"url":"http:\/\/bangla.sitestree.com\/?p=16302","url_meta":{"origin":22871,"position":3},"title":"Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection","author":"Sayed","date":"October 7, 2019","format":false,"excerpt":"Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors (SNN): Clustering : Community Detection: Learn by Finding Answers to the Following Questions. Will use SNN sometimes. What is one another name of the algorithm: Shared Nearest Neighbors? What is the purpose of the Algorithm:\u2026","rel":"","context":"In &quot;Graph Mining&quot;","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22883,"url":"http:\/\/bangla.sitestree.com\/?p=22883","url_meta":{"origin":22871,"position":4},"title":"Graph Mining: Community and Cluster Detection","author":"Sayed","date":"March 21, 2021","format":false,"excerpt":"Resources to Learn From Resources:Defining and identifying communities in networkshttps:\/\/www.pnas.org\/content\/101\/9\/2658Community Structure:https:\/\/en.wikipedia.org\/wiki\/Community_structureGraph Clustering:https:\/\/www.csc2.ncsu.edu\/faculty\/nfsamato\/practical-graph-mining-with-R\/slides\/pdf\/Graph_Cluster_Analysis.pdf Read the resources above to find answers. Community Detection: Learn by finding answers to the following questions. Can you answer the following questions on Community Detection? Graph Mining: Community Detection: Learn by finding answers to the following questions.\u2026","rel":"","context":"In &quot;Graph Mining&quot;","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16300,"url":"http:\/\/bangla.sitestree.com\/?p=16300","url_meta":{"origin":22871,"position":5},"title":"Graph Mining: Community Detection: Learn by finding answers to the following questions. Can you answer the following questions on Community Detection?","author":"Sayed","date":"October 7, 2019","format":false,"excerpt":"Graph Mining: Community Detection: Learn by finding answers to the following questions. Can you answer the following questions on Community Detection? What is a community anyway? Describe from your real-world\/social understanding of it? Can you relate it to the Graphs concept in Computer Science? In your daily life do you\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/22871","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22871"}],"version-history":[{"count":2,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/22871\/revisions"}],"predecessor-version":[{"id":22896,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/22871\/revisions\/22896"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22871"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22871"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22871"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}