{"id":1784,"date":"2014-12-04T22:21:32","date_gmt":"2014-12-04T20:21:32","guid":{"rendered":"http:\/\/hasselba.ch\/blog\/?p=1784"},"modified":"2014-12-23T16:34:30","modified_gmt":"2014-12-23T14:34:30","slug":"mining-massive-datasets","status":"publish","type":"post","link":"https:\/\/hasselba.ch\/blog\/?p=1784","title":{"rendered":"Mining Massive Datasets"},"content":{"rendered":"

I am very proud that I have successfully accomplished\u00a0the MMDS course from Stanford University<\/a>. It was unbelievable interesting to learn the theories and the mathematical basics of \u00a0topics like\u00a0MapReduce, Web-link analysis, Data-streams, Locality-sensitive hashing, Computational advertising, Clustering,\u00a0Recommender systems, Analysis of large graphs, Decision trees,\u00a0Dimensionality reduction, Support-vector machines, and\u00a0Frequent-itemset analysis.<\/p>\n

It was really hard for me to follow all the topics, because I started to late (in the third week of the course), had a lot of work to do for my customers and have not seen\u00a0any linear algebra since at least a decade. I had only the the nights to learn and to do the required homework. During the final examen, \u00a0my complete family was ill and I have to care them.<\/p>\n

But in the end I did it:<\/p>\n

\"\"<\/p>\n","protected":false},"excerpt":{"rendered":"

I am very proud that I have successfully accomplished\u00a0the MMDS course from Stanford University. It was unbelievable interesting to learn the theories and the mathematical basics of \u00a0topics like\u00a0MapReduce, Web-link analysis, Data-streams, Locality-sensitive hashing, Computational advertising, Clustering,\u00a0Recommender systems, Analysis of … Weiterlesen →<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[58],"tags":[102],"class_list":["post-1784","post","type-post","status-publish","format-standard","hentry","category-big-data","tag-big-data"],"_links":{"self":[{"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1784","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1784"}],"version-history":[{"count":17,"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1784\/revisions"}],"predecessor-version":[{"id":1850,"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1784\/revisions\/1850"}],"wp:attachment":[{"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1784"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1784"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hasselba.ch\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1784"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}