[{"id":"58711","title":"BigQuery Architecture and Resource Provisioning","description":"

This introductory module summarizes the key details of BigQuery architecture and resource provisioning including how BigQuery utilizes slots to execute SQL queries and workload management in BigQuery. Drawing upon your knowledge of Redshift, this module also provides a high-level overview of the similarities and differences between Redshift and BigQuery architecture and resource provisioning to help you get started with BigQuery.

","steps":[{"id":"382397","prompt":null,"isOptional":true,"activities":[{"id":"375036","href":"/course_sessions/25342157/documents/375036","isLocked":false,"duration":1800000,"title":"BigQuery Architecture and Resource Provisioning","description":null,"type":"link","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382398","prompt":null,"isOptional":false,"activities":[{"id":"375037","href":"/course_sessions/25342157/quizzes/375037","isLocked":false,"duration":900000,"title":"Module 1 Quiz","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382399","prompt":null,"isOptional":true,"activities":[{"id":"375038","href":"/course_sessions/25342157/labs/375038","isLocked":false,"duration":3600000,"title":"Monitoring BigQuery Workloads","description":"This lab teaches you to perform SQL executions and monitor their slot utilization.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58712","title":"BigQuery Data Definition Model","description":"

This module summarizes the key details of BigQuery’s resource hierarchy and data definition model, including how to create datasets and tables in BigQuery. Drawing upon your knowledge of Redshift, this module also provides a high-level overview of the similarities and differences between the Redshift and BigQuery resource hierarchies and primary data types to help you start working with data in BigQuery.

","steps":[{"id":"382400","prompt":null,"isOptional":true,"activities":[{"id":"375039","href":"/course_sessions/25342157/documents/375039","isLocked":false,"duration":1800000,"title":"BigQuery Data Definition Model","description":null,"type":"link","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382401","prompt":null,"isOptional":false,"activities":[{"id":"375040","href":"/course_sessions/25342157/quizzes/375040","isLocked":false,"duration":900000,"title":"Module 2 Quiz","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58713","title":"BigQuery and Google Cloud IAM","description":"

This module summarizes the key details of the Google Cloud Identity and Access Management (IAM) model, including how roles and permissions are applied to datasets and tables in BigQuery. Drawing upon your knowledge of Redshift, this module also provides a high-level overview of the similarities and differences in roles and permissions between Redshift and BigQuery to help you start securing and sharing your data in BigQuery.

","steps":[{"id":"382402","prompt":null,"isOptional":true,"activities":[{"id":"375041","href":"/course_sessions/25342157/documents/375041","isLocked":false,"duration":1800000,"title":"BigQuery and Google Cloud IAM","description":null,"type":"link","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382403","prompt":null,"isOptional":false,"activities":[{"id":"375042","href":"/course_sessions/25342157/quizzes/375042","isLocked":false,"duration":600000,"title":"Module 3 Quiz","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382404","prompt":null,"isOptional":false,"activities":[{"id":"375043","href":"/course_sessions/25342157/labs/375043","isLocked":false,"duration":3600000,"title":"Securing and Sharing BigQuery Datasets and Tables","description":"Lab description.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58714","title":"BigQuery Data Ingestion","description":"

This module summarizes the primary options and best practices for ingesting data into BigQuery, including batch data loading, streaming ingestion, and queries to external data sources. Drawing upon your knowledge of Redshift, this module also provides a high-level overview of the similarities and differences in data ingestion options between Redshift and BigQuery to help you start reading and loading your data into BigQuery.

","steps":[{"id":"382405","prompt":null,"isOptional":true,"activities":[{"id":"375044","href":"/course_sessions/25342157/documents/375044","isLocked":false,"duration":1800000,"title":"BigQuery Data Ingestion","description":null,"type":"link","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382406","prompt":null,"isOptional":false,"activities":[{"id":"375045","href":"/course_sessions/25342157/quizzes/375045","isLocked":false,"duration":900000,"title":"Module 4 Quiz","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58715","title":"BigQuery Schema Design and Optimization","description":"

This module summarizes common patterns and best practices for designing and optimizing table schemas in BigQuery, including the use of nested and repeated fields, partitioning, and clustering. Drawing upon your knowledge of Redshift, this module also provides a high-level overview of the similarities and differences in schema usage and design between Redshift and BigQuery to help you start structuring and optimizing your data in BigQuery.

","steps":[{"id":"382407","prompt":null,"isOptional":true,"activities":[{"id":"375046","href":"/course_sessions/25342157/documents/375046","isLocked":false,"duration":1800000,"title":"BigQuery Schema Design and Optimization","description":null,"type":"link","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382408","prompt":null,"isOptional":false,"activities":[{"id":"375047","href":"/course_sessions/25342157/quizzes/375047","isLocked":false,"duration":600000,"title":"Module 5 Quiz","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382409","prompt":null,"isOptional":false,"activities":[{"id":"375048","href":"/course_sessions/25342157/labs/375048","isLocked":false,"duration":3600000,"title":"Designing BigQuery Table Schemas for Redshift Professionals","description":"In this lab, you learn how to define and query table schemas in BigQuery including how to create and query nested and repeated fields, partitioned tables, and clustered tables.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58716","title":"SQL in BigQuery","description":"

This module summarizes the key features and operations of the Google Standard SQL dialect used in BigQuery and best practices for optimizing query performance and controlling costs in BigQuery. Drawing upon your knowledge of Redshift, this module also provides a high-level overview of the similarities and differences in the SQL dialects and features between Redshift and BigQuery to help you start running and optimizing queries in BigQuery.

","steps":[{"id":"382410","prompt":null,"isOptional":true,"activities":[{"id":"375049","href":"/course_sessions/25342157/documents/375049","isLocked":false,"duration":1800000,"title":"SQL in BigQuery","description":null,"type":"link","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382411","prompt":null,"isOptional":false,"activities":[{"id":"375050","href":"/course_sessions/25342157/quizzes/375050","isLocked":false,"duration":900000,"title":"Module 6 Quiz","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382412","prompt":null,"isOptional":false,"activities":[{"id":"375051","href":"/course_sessions/25342157/labs/375051","isLocked":false,"duration":3600000,"title":"Working with SQL in BigQuery for Redshift Professionals","description":"In this lab, you create tables and views using DDL statements, update tables using DML statements, join data using SQL, and define custom user-defined functions (UDFs) and stored procedures.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58717","title":"Course Resources","description":"

Student PDF links to all modules

","steps":[{"id":"382413","prompt":null,"isOptional":true,"activities":[{"id":"375052","href":"/course_sessions/25342157/documents/375052","isLocked":false,"duration":1800000,"title":"Course Resources","description":null,"type":"document","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"next-steps","title":"Your Next Steps","description":null,"steps":[{"id":"badge-step","prompt":null,"isOptional":true,"activities":[{"id":"badge","href":null,"isLocked":true,"duration":null,"title":"Course Badge","description":null,"type":"badge","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":true}]

BigQuery Fundamentals for Redshift Professionals