Sorry, this page is no longer available

We may earn an affiliate commission when you visit our partners.

Performance and Cost Optimization with BigQuery

Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console. Learn how to improve your database from a performance and cost perspective

Enroll now

Or subscribe to Coursera Plus

And get unlimited access to Coursera

Here's a deal for you

Save money when you learn with a deal that may be relevant to this course.

All coupon codes, vouchers, and discounts are applied automatically unless otherwise noted.

Valid until March 12, 2027

Save 40% Off 3 Months

Access thousands of top-rated learning programs with a Coursera Plus monthly subscription and take 40% off 3 months for a limited time.

What's inside

Syllabus

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Meant for people who are expected to already know what they're doing and looking to gain expertise

Appears to teach tools that many companies and organizations use

Focuses on improving database performance and cost

Save this course

Create your own learning path. Save this course to your list so you can find it easily later.

Save

Reviews summary

Practical bigquery optimization for professionals

According to learners, this course provides an incredibly practical and hands-on experience for optimizing BigQuery. Students frequently highlight the useful labs, which offer real-world scenarios and effectively reinforce learning. The curriculum thoroughly covers BigQuery cost optimization and query performance, helping to demystify complex architecture and pricing models. While widely praised for its utility, some learners note it assumes prior familiarity with advanced SQL concepts and BigQuery fundamentals, potentially making it challenging for absolute beginners. Experienced users might find it serves more as a solid intermediate foundation rather than an advanced deep dive.

Provides in-depth coverage of BigQuery performance and cost.

"I learned so much about optimizing BigQuery costs and query performance."

"This course covers BigQuery optimization in depth. From understanding slot usage to efficient table design and pricing models, everything was covered thoroughly."

"Very useful content for optimizing queries and understanding BigQuery's pricing model."

Offers practical, real-world application through engaging labs.

"The labs are the strongest part, offering real-world scenarios."

"Excellent hands-on experience! The explanations of BigQuery architecture and how it impacts performance were very clear."

"Absolutely fantastic! ... The labs reinforced learning perfectly. A true gem for professionals."

"I learned how to use practical tools and strategies that I could apply immediately to my work."

Some demonstrations felt rushed; theoretical explanations could be deeper.

"Some of the demonstrations felt a little rushed, and I had to pause frequently to follow along."

"I felt the theoretical explanations could have been deeper."

A solid foundation for intermediate users, not for advanced experts.

"Honestly, I was hoping for more advanced techniques. This course feels more like an intermediate introduction."

"If you already know BigQuery well, you might not find much new here."

"I gained a solid foundation, which was perfect for my intermediate skill level."

Requires foundational SQL and BigQuery experience for optimal learning.

"I found some parts a bit fast-paced, especially if you're not already familiar with advanced SQL concepts."

"It assumes a certain level of familiarity with BigQuery that I didn't quite have. For true beginners, it might be challenging."

"It's best if you have some prior experience with SQL and cloud databases. Not for absolute beginners."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Performance and Cost Optimization with BigQuery with these activities:

Review SQL basics

Show steps

Review the basics of SQL to ensure a solid foundation for the course.

Browse courses on SQL

Show steps

Read the documentation for SQL basics.
Take a practice quiz on SQL.

Follow tutorials on BigQuery performance optimization

Show steps

Enhance your understanding of BigQuery performance optimization techniques through guided tutorials.

Browse courses on BigQuery

Show steps

Identify the Google Cloud tutorials on BigQuery performance optimization.
Follow the tutorials step-by-step and implement the techniques in your own BigQuery project.

Participate in a study group on BigQuery performance tuning

Show steps

Engage with peers to exchange knowledge and insights on BigQuery performance tuning strategies.

Browse courses on BigQuery

Show steps

Find or create a study group focused on BigQuery performance tuning.
Actively participate in discussions and share your experiences.

Four other activities

Expand to see all activities and additional details

Show all seven activities

Practice cost optimization exercises

Show steps

Solidify your grasp of BigQuery cost optimization principles through practical exercises.

Browse courses on Cost Optimization

Show steps

Find practice problems or exercises on BigQuery cost optimization.
Solve the problems and analyze your results.

Volunteer as a BigQuery support forum contributor

Show steps

Enhance your knowledge and help others by contributing to BigQuery support forums.

Browse courses on BigQuery

Show steps

Join a BigQuery support forum as a contributor.
Answer questions and provide support to other users.

Design a cost-optimized BigQuery schema

Show steps

Apply your knowledge by designing a cost-optimized BigQuery schema for a given use case.

Browse courses on BigQuery

Show steps

Identify a use case and define the data requirements.
Design a schema that meets the requirements while minimizing storage and compute costs.

Write a blog post on BigQuery best practices

Show steps

Reinforce your understanding by sharing your knowledge and insights on BigQuery best practices.

Browse courses on BigQuery

Show steps

Identify key best practices for BigQuery usage.
Write a blog post detailing these practices and providing examples.

Career center

Learners who complete Performance and Cost Optimization with BigQuery will develop knowledge and skills that may be useful to these careers:

Database Engineer

A Database Engineer plans and executes database creation, deployment, maintenance, and performance tuning. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into improving database performance and optimizing costs. By understanding how to optimize database performance and costs, Database Engineers can ensure optimal database operations and resource utilization.

See salaries and explore the career path for Database Engineer

Business Intelligence Analyst

A Business Intelligence Analyst collects and analyzes data to provide insights and recommendations to businesses. The Performance and Cost Optimization with BigQuery course may be helpful for this role as it provides skills in optimizing database performance and costs. By optimizing databases, Business Intelligence Analysts can ensure efficient and cost-effective data processing and analysis, enabling accurate and timely business insights.

See salaries and explore the career path for Business Intelligence Analyst

Data Analyst

A Data Analyst collects, processes, and analyzes data to identify trends and patterns. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs. By understanding how to optimize databases, Data Analysts can ensure efficient and cost-effective data processing and analysis, leading to accurate and timely data-driven insights.

See salaries and explore the career path for Data Analyst

Database Administrator

A Database Administrator manages and maintains database systems, ensuring optimal performance and security. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into improving database performance and optimizing costs. By understanding how to optimize database performance and costs, Database Administrators can ensure efficient and cost-effective database operations.

See salaries and explore the career path for Database Administrator

Big Data Engineer

A Big Data Engineer designs, builds, and maintains big data systems and infrastructure. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs in a big data context. This course can help Big Data Engineers understand how to optimize databases for scalability, reliability, and cost-effectiveness in big data environments.

See salaries and explore the career path for Big Data Engineer

Data Architect

A Data Architect designs and manages data architecture, ensuring data integrity and accessibility. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs. By understanding how to optimize databases, Data Architects can ensure efficient and cost-effective data management and architecture, leading to optimal data utilization and business insights.

See salaries and explore the career path for Data Architect

Data Scientist

A Data Scientist uses scientific methods and algorithms to extract insights from data. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs. By understanding how to optimize databases, Data Scientists can ensure efficient and cost-effective data processing and analysis, leading to accurate and timely data-driven insights.

See salaries and explore the career path for Data Scientist

Software Engineer

A Software Engineer designs, develops, and maintains software applications. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance for software applications. By understanding how to optimize databases, Software Engineers can ensure efficient and scalable data management within software applications, leading to optimal performance and user experience.

See salaries and explore the career path for Software Engineer

Cloud Architect

A Cloud Architect designs and manages cloud computing infrastructure and services. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs in a cloud environment. By understanding how to optimize databases in the cloud, Cloud Architects can ensure efficient and cost-effective cloud infrastructure and services, leading to optimal performance and resource utilization.

See salaries and explore the career path for Cloud Architect

Data Engineer

A Data Engineer designs, builds, and maintains data pipelines and infrastructure. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs in data pipelines and infrastructure. By understanding how to optimize databases, Data Engineers can ensure efficient and cost-effective data management and processing, leading to timely and accurate data delivery.

See salaries and explore the career path for Data Engineer

IT Director

An IT Director manages and oversees the planning, implementation, and maintenance of IT systems and infrastructure. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs in an IT environment. By understanding how to optimize databases, IT Directors can ensure efficient and cost-effective IT operations, leading to optimal system performance and resource utilization.

See salaries and explore the career path for IT Director

DBA Manager

A DBA Manager oversees and manages a team of database administrators and engineers. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs. By understanding how to optimize databases, DBA Managers can provide strategic guidance and leadership to their team, ensuring efficient and cost-effective database management and operations.

See salaries and explore the career path for DBA Manager

Database Consultant

A Database Consultant provides expertise and advice on database management and optimization. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs. By understanding how to optimize databases, Database Consultants can provide valuable guidance and recommendations to clients, helping them achieve optimal database performance and cost-effectiveness.

See salaries and explore the career path for Database Consultant

Research Scientist

A Research Scientist conducts scientific research and develops new technologies. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs for research purposes. By understanding how to optimize databases, Research Scientists can ensure efficient and cost-effective data management and analysis, leading to accurate and timely research findings.

See salaries and explore the career path for Research Scientist

Product Manager

A Product Manager manages and oversees the development and lifecycle of software products. The Performance and Cost Optimization with BigQuery course may be useful for this role as it provides insights into optimizing database performance and costs for software products. By understanding how to optimize databases, Product Managers can make informed decisions about product features and architecture, ensuring cost-effective and efficient data management within the product.

See salaries and explore the career path for Product Manager

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Performance and Cost Optimization with BigQuery.

High Performance MySQL

Save

A comprehensive guide to MySQL performance tuning and optimization, covering topics such as indexing, query optimization, replication, and backups. valuable resource for anyone looking to improve the performance and efficiency of their MySQL database.

Performance and Cost Optimization with BigQuery

Here's a deal for you

What's inside

Syllabus

Traffic lights

Save this course

Reviews summary

Practical bigquery optimization for professionals

Activities

Career center

Reading list

Share

Similar courses

Coursera Buyer Protection & Guarantee

7-Day Free Trial & Free Audit

14-Day Refund Guarantee

Verified Academic & Industry Partner