[{"id":"76582","title":"Introduction","description":"

This module introduces the course and agenda

","steps":[{"id":"528775","prompt":null,"isOptional":true,"activities":[{"id":"521624","href":"/paths/110/course_templates/52/video/521624?locale=id","isLocked":false,"duration":99000,"title":"Course Introduction","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"76583","title":"Introduction to Processing Streaming Data","description":"

This modules talks about challenges with processing streaming data

","steps":[{"id":"528776","prompt":null,"isOptional":true,"activities":[{"id":"521625","href":"/paths/110/course_templates/52/video/521625?locale=id","isLocked":false,"duration":343000,"title":"Processing streaming data","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528777","prompt":null,"isOptional":false,"activities":[{"id":"521626","href":"/paths/110/course_templates/52/quizzes/521626?locale=id","isLocked":false,"duration":600000,"title":"Introduction to Processing Streaming Data","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"76584","title":"Serverless Messaging with Pub/Sub","description":"

This module talks about using Pub/Sub to ingest incoming streaming data

","steps":[{"id":"528778","prompt":null,"isOptional":true,"activities":[{"id":"521627","href":"/paths/110/course_templates/52/video/521627?locale=id","isLocked":false,"duration":33000,"title":"Module introduction","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528779","prompt":null,"isOptional":true,"activities":[{"id":"521628","href":"/paths/110/course_templates/52/video/521628?locale=id","isLocked":false,"duration":465000,"title":"Introduction to Pub/Sub","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528780","prompt":null,"isOptional":true,"activities":[{"id":"521629","href":"/paths/110/course_templates/52/video/521629?locale=id","isLocked":false,"duration":316000,"title":"Pub/Sub Push versus Pull","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528781","prompt":null,"isOptional":true,"activities":[{"id":"521630","href":"/paths/110/course_templates/52/video/521630?locale=id","isLocked":false,"duration":448000,"title":"Publishing with Pub/Sub code","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528782","prompt":null,"isOptional":true,"activities":[{"id":"521631","href":"/paths/110/course_templates/52/video/521631?locale=id","isLocked":false,"duration":102000,"title":"Summary","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528783","prompt":null,"isOptional":true,"activities":[{"id":"521632","href":"/paths/110/course_templates/52/video/521632?locale=id","isLocked":false,"duration":14000,"title":"Lab Intro: Publish Streaming Data into Pub/Sub","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528784","prompt":null,"isOptional":false,"activities":[{"id":"521633","href":"/paths/110/course_templates/52/labs/521633?locale=id","isLocked":false,"duration":7200000,"title":"Streaming Data Processing: Publish Streaming Data into PubSub","description":"Streaming Data Processing: Publish Streaming Data into PubSub","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528785","prompt":null,"isOptional":false,"activities":[{"id":"521634","href":"/paths/110/course_templates/52/quizzes/521634?locale=id","isLocked":false,"duration":1200000,"title":"Serverless Messaging with Pub/Sub","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"76585","title":"Dataflow Streaming Features","description":"

This module revisits Dataflow and focuses on its streaming data processing capabilities

","steps":[{"id":"528786","prompt":null,"isOptional":true,"activities":[{"id":"521635","href":"/paths/110/course_templates/52/video/521635?locale=id","isLocked":false,"duration":30000,"title":"Module introduction","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528787","prompt":null,"isOptional":true,"activities":[{"id":"521636","href":"/paths/110/course_templates/52/video/521636?locale=id","isLocked":false,"duration":187000,"title":"Streaming data challenges","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528788","prompt":null,"isOptional":true,"activities":[{"id":"521637","href":"/paths/110/course_templates/52/video/521637?locale=id","isLocked":false,"duration":428000,"title":"Dataflow windowing","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528789","prompt":null,"isOptional":true,"activities":[{"id":"521638","href":"/paths/110/course_templates/52/video/521638?locale=id","isLocked":false,"duration":18000,"title":"Lab Intro: Streaming Data Pipelines","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528790","prompt":null,"isOptional":false,"activities":[{"id":"521639","href":"/paths/110/course_templates/52/labs/521639?locale=id","isLocked":false,"duration":5400000,"title":"Streaming Data Processing: Streaming Data Pipelines","description":"Streaming Data Processing: Streaming Data Pipelines","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528791","prompt":null,"isOptional":false,"activities":[{"id":"521640","href":"/paths/110/course_templates/52/quizzes/521640?locale=id","isLocked":false,"duration":300000,"title":"Dataflow Streaming Features","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"76586","title":"High-Throughput BigQuery and Bigtable Streaming Features","description":"

This modules covers BigQuery and Bigtable for streaming data

","steps":[{"id":"528792","prompt":null,"isOptional":true,"activities":[{"id":"521641","href":"/paths/110/course_templates/52/video/521641?locale=id","isLocked":false,"duration":26000,"title":"Module introduction","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528793","prompt":null,"isOptional":true,"activities":[{"id":"521642","href":"/paths/110/course_templates/52/video/521642?locale=id","isLocked":false,"duration":341000,"title":"Streaming into BigQuery and visualizing results","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528794","prompt":null,"isOptional":true,"activities":[{"id":"521643","href":"/paths/110/course_templates/52/video/521643?locale=id","isLocked":false,"duration":12000,"title":"Lab intro: Streaming Data Processing: Streaming Analytics and Dashboards","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528795","prompt":null,"isOptional":false,"activities":[{"id":"521644","href":"/paths/110/course_templates/52/labs/521644?locale=id","isLocked":false,"duration":7200000,"title":"Streaming Data Processing: Streaming Analytics and Dashboards","description":"Streaming Data Processing3: Streaming Analytics and Dashboards","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528796","prompt":null,"isOptional":true,"activities":[{"id":"521645","href":"/paths/110/course_templates/52/labs/521645?locale=id","isLocked":false,"duration":5400000,"title":"Generate Personalized Email Content with BigQuery Continuous Queries and Gemini","description":"In this lab, you learn how to generate personalized email content with BigQuery continuous queries, Gemini, Pub/Sub, and Application Integration triggers.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528797","prompt":null,"isOptional":false,"activities":[{"id":"521646","href":"/paths/110/course_templates/52/quizzes/521646?locale=id","isLocked":false,"duration":600000,"title":"Streaming Analytics and Dashboards","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528798","prompt":null,"isOptional":true,"activities":[{"id":"521647","href":"/paths/110/course_templates/52/video/521647?locale=id","isLocked":false,"duration":853000,"title":"High-throughput streaming with Bigtable","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528799","prompt":null,"isOptional":true,"activities":[{"id":"521648","href":"/paths/110/course_templates/52/video/521648?locale=id","isLocked":false,"duration":418000,"title":"Optimizing Bigtable performance","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528800","prompt":null,"isOptional":true,"activities":[{"id":"521649","href":"/paths/110/course_templates/52/video/521649?locale=id","isLocked":false,"duration":18000,"title":"Lab intro: Streaming Data Processing: Streaming Data Pipelines into Bigtable","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528801","prompt":null,"isOptional":false,"activities":[{"id":"521650","href":"/paths/110/course_templates/52/labs/521650?locale=id","isLocked":false,"duration":7200000,"title":"Streaming Data Processing: Streaming Data Pipelines into Bigtable","description":"Streaming Data Processing: Streaming Data into Bigtable","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528802","prompt":null,"isOptional":false,"activities":[{"id":"521651","href":"/paths/110/course_templates/52/quizzes/521651?locale=id","isLocked":false,"duration":900000,"title":"High-Throughput Streaming with Bigtable","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"76587","title":"Advanced BigQuery Functionality and Performance","description":"

This module dives into more advanced features of BigQuery

","steps":[{"id":"528803","prompt":null,"isOptional":true,"activities":[{"id":"521652","href":"/paths/110/course_templates/52/video/521652?locale=id","isLocked":false,"duration":26000,"title":"Module introduction","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528804","prompt":null,"isOptional":true,"activities":[{"id":"521653","href":"/paths/110/course_templates/52/video/521653?locale=id","isLocked":false,"duration":100000,"title":"Analytic window functions","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528805","prompt":null,"isOptional":true,"activities":[{"id":"521654","href":"/paths/110/course_templates/52/video/521654?locale=id","isLocked":false,"duration":159000,"title":"GIS functions","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528806","prompt":null,"isOptional":true,"activities":[{"id":"521655","href":"/paths/110/course_templates/52/video/521655?locale=id","isLocked":false,"duration":1003000,"title":"Demo: GIS Functions and Mapping with BigQuery","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528807","prompt":null,"isOptional":true,"activities":[{"id":"521656","href":"/paths/110/course_templates/52/video/521656?locale=id","isLocked":false,"duration":378000,"title":"Performance considerations","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528808","prompt":null,"isOptional":true,"activities":[{"id":"521657","href":"/paths/110/course_templates/52/video/521657?locale=id","isLocked":false,"duration":25000,"title":"Lab Intro: Optimizing your BigQuery Queries for Performance","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528809","prompt":null,"isOptional":false,"activities":[{"id":"521658","href":"/paths/110/course_templates/52/labs/521658?locale=id","isLocked":false,"duration":3600000,"title":"Optimizing your BigQuery Queries for Performance 2.5","description":"In this lab, we will look at a number of techniques for reducing query execution times and cost in BigQuery.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528810","prompt":null,"isOptional":true,"activities":[{"id":"521659","href":"/paths/110/course_templates/52/video/521659?locale=id","isLocked":false,"duration":314000,"title":"Cost considerations","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"528811","prompt":null,"isOptional":false,"activities":[{"id":"521660","href":"/paths/110/course_templates/52/quizzes/521660?locale=id","isLocked":false,"duration":300000,"title":"BigQuery advanced functionality and performance considerations","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"76588","title":"Course Summary","description":"

This module recaps the topics covered in course

","steps":[{"id":"528812","prompt":null,"isOptional":true,"activities":[{"id":"521661","href":"/paths/110/course_templates/52/video/521661?locale=id","isLocked":false,"duration":79000,"title":"Course summary","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"76589","title":"Course Resources","description":"

PDF links to all modules

","steps":[{"id":"528813","prompt":null,"isOptional":true,"activities":[{"id":"521662","href":"/paths/110/course_templates/52/documents/521662?locale=id","isLocked":false,"duration":1800000,"title":"Building Resilient Streaming Analytics Systems on Google Cloud","description":null,"type":"document","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"next-steps","title":"Langkah Anda Selanjutnya","description":null,"steps":[{"id":"badge-step","prompt":null,"isOptional":true,"activities":[{"id":"badge","href":null,"isLocked":true,"duration":null,"title":"Badge Kursus","description":null,"type":"badge","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":true}]