{"id":911,"date":"2016-12-01T14:43:44","date_gmt":"2016-12-01T09:13:44","guid":{"rendered":"http:\/\/pramodsingla.com\/?p=911"},"modified":"2016-12-01T14:43:44","modified_gmt":"2016-12-01T09:13:44","slug":"exam-70-475-designing-and-implementing-big-data-analytics-solutions","status":"publish","type":"post","link":"https:\/\/pramodsingla.com\/?p=911","title":{"rendered":"Exam 70-475 (Designing and Implementing Big Data Analytics Solutions)"},"content":{"rendered":"<p><b><span style=\"color:#000000;font-family:Calibri;\">Skills Measured \u2013 Some Links<\/span><\/b><\/p>\n<ul type=\"disc\">\n<li style=\"margin:0;color:#000000;font-family:'Calibri', sans-serif;font-size:11pt;font-style:normal;font-weight:normal;\">\n<ul type=\"disc\">\n<li style=\"margin:0;color:#000000;font-family:'Calibri', sans-serif;font-size:11pt;font-style:normal;font-weight:normal;\">\n<h3>Design big data batch processing and interactive solutions (20-25%)<\/h3>\n<ul>\n<li>Ingest data for batch and interactive processing, design and provision compute clusters, design for data security, design for batch processing, design interactive queries for big data\n<ul>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/data-lake-store\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/data-lake-store\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/sql-data-warehouse\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/sql-data-warehouse\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/batch-api-basics\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/batch-api-basics\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/data-lake-analytics\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/data-lake-analytics\/<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Design big data real-time processing solutions (25-30%)<\/h3>\n<ul>\n<li>Ingest data for real-time processing, design and provision compute resources, design for lambda architecture, design for real-time processing\n<ul>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/event-hubs\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/event-hubs\/<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type:none;\">\n<ul>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/stream-analytics\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/services\/stream-analytics\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/hdinsight-hadoop-introduction\/#overview\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/hdinsight-hadoop-introduction\/#overview<\/a> and following the learning guide: <a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/learning-paths\/hdinsight-self-guided-hadoop-training\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/learning-paths\/hdinsight-self-guided-hadoop-training\/<\/a> &#8211; remember you <strong>need to appreciate Spark and Storm<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Design machine-learning solutions (25-30%)<\/h3>\n<ul>\n<li>Create and manage experiments, determine when to pre-process or train inside Machine Learning Studio, select input\/output types, apply custom processing steps with R and Python, publish web services\n<ul>\n<li>This is the <strong><em>one resource that will probably tip you over to passing this section<\/em><\/strong>. Fudge, I should have read it with more gusto, especially since the author is a fellow CSA and it is an easy read: <a href=\"http:\/\/blogs.msdn.com\/b\/microsoft_press\/archive\/2015\/04\/15\/free-ebook-microsoft-azure-essentials-azure-machine-learning.aspx\">http:\/\/blogs.msdn.com\/b\/microsoft_press\/archive\/2015\/04\/15\/free-ebook-microsoft-azure-essentials-azure-machine-learning.aspx<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/machine-learning-what-is-ml-studio\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/machine-learning-what-is-ml-studio\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/machine-learning-publish-a-machine-learning-web-service\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/machine-learning-publish-a-machine-learning-web-service\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/machine-learning-retrain-models-programmatically\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/machine-learning-retrain-models-programmatically\/<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Operationalize end-to-end cloud analytics solutions (25-30%)<\/h3>\n<ul>\n<li>Create a data factory, orchestrate data processing activities in a data-driven workflow, monitor and manage the data factory, move, transform, and analyze data\n<ul>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/learning-paths\/data-factory\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/learning-paths\/data-factory\/<\/a> \u00df <strong><em>I love these learning paths<\/em><\/strong>, this is a good one<\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/data-factory-monitor-manage-pipelines\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/data-factory-monitor-manage-pipelines\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/data-factory-data-movement-activities\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/data-factory-data-movement-activities\/<\/a><\/li>\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/data-factory-data-processing-using-batch\/\">https:\/\/azure.microsoft.com\/en-us\/documentation\/articles\/data-factory-data-processing-using-batch\/<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Useful Videos:<span style=\"color:#0000ff;\">https:\/\/mva.microsoft.com\/en-US\/training-courses\/design-and-implement-big-data-advanced-analytics-solutions-16531?l=9OzFyzWdC_5006218965<\/span><\/h3>\n<p>https:\/\/www.youtube.com\/watch?v=4j2txHfBqzE<\/p>\n<h3>Other links:<strong><span style=\"color:#0000ff;\">https:\/\/www.microsoft.com\/en-us\/learning\/exam-70-475.aspxhttps:\/\/www.microsoft.com\/en-us\/learning\/exam-70-475.aspx<\/span><\/strong><\/h3>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Skills Measured \u2013 Some Links Design big data batch processing and interactive solutions (20-25%) Ingest data for batch and interactive[&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"categories":[6,7,8],"tags":[42,49,52,56,58,78],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/pramodsingla.com\/index.php?rest_route=\/wp\/v2\/posts\/911"}],"collection":[{"href":"https:\/\/pramodsingla.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pramodsingla.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pramodsingla.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pramodsingla.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=911"}],"version-history":[{"count":0,"href":"https:\/\/pramodsingla.com\/index.php?rest_route=\/wp\/v2\/posts\/911\/revisions"}],"wp:attachment":[{"href":"https:\/\/pramodsingla.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=911"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pramodsingla.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=911"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pramodsingla.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=911"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}