GCP-DWB-SQA
Data Warehousing w/BigQuery: Storage Design, Query Optimization, Administration Training
In this course, you learn about the internals of BigQuery and best practices for designing, optimizing, and administering your data warehouse. Through a combination of lectures, demos, and labs, you learn about BigQuery architecture and how to design optimal storage and schemas for data ingestion and changes. Next, you learn techniques to improve read performance, optimize queries, manage workloads, and use logging and monitoring tools. You also learn about the different pricing models. Finally, you learn various methods to secure data, automate workloads, and build machine learning models with BigQuery ML.
Course Details
Duration
3 days
Prerequisites
Big Data and Machine Learning Fundamentals course or equivalent experience.
Target Audience
Data analysts, data scientists, data engineers, and developers who perform work on a scale that requires advanced BigQuery internals knowledge to optimize performance.
Skills Gained
- Describe BigQuery architecture fundamentals.
- Implement storage and schema design patterns to improve performance
- Use DML and schedule data transfers to ingest data.
- Apply best practices to improve read efficiency and optimize query performance.
- Manage capacity and automate workloads.
- Understand patterns versus anti-patterns to optimize queries and improve read performance.
- Use logging and monitoring tools to understand and optimize usage patterns.
- Apply security best practices to govern data and resources.
- Build and deploy several categories of machine learning models with BigQuery ML.
Course Outline
- BigQuery Architecture Fundamentals
- Storage and Schema Optimizations
- Ingesting Data
- Changing Data
- Improving Read Performance
- Optimizing and Troubleshooting Queries
- Workload Management and Pricing
- Logging and Monitoring
- Security in BigQuery
- Automating Workloads
- Machine Learning in BigQuery
Upcoming Course Dates
USD $2,700
Online Virtual Class
Scheduled
Date: Jun 5 - 7, 2024
Time: 9 AM - 5 PM ET
Partner Registration
The course you are registering for is being delivered by our sister company - ExitCertified. All logistics related to course delivery will be managed by the ExitCertified team. If you have a dedicated Web Age representative, please feel to reach out to them with any questions/concerns you may have.
You'll now be redirected to https://www.exitcertified.com to complete the enrollment process.
