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Using BigQuery Omni with AWS

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will run BigQuery analytics on data stored in AWS S3 using BigQuery Omni.

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What's inside

Syllabus

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Improves learners' ability to run analytics on data in AWS S3, a valuable skill in the industry

Enhances learners' understanding of using BigQuery Omni with AWS, which is becoming increasingly popular in the industry

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Reviews summary

Hands-on bigquery omni with aws s3

According to students, this course provides a highly practical, hands-on experience for integrating BigQuery with AWS S3. Learners found the step-by-step instructions clear and invaluable for querying data across cloud platforms. While it delivers on its promise of cross-cloud data analytics, some reviewers noted that the course assumes a foundational understanding of both BigQuery and AWS S3, making it more suitable for professionals with prior cloud experience rather than absolute beginners. The self-paced lab format is generally well-received for its conciseness and direct application.

Generally stable lab environment with clear instructions.

"The lab environment was stable, and the instructions were clear."

"The lab environment was easy to navigate, and the steps were logical."

"I struggled with the lab environment setup and didn't feel enough guidance was provided for troubleshooting."

Delivers targeted learning without unnecessary theoretical fluff.

"It's a concise course that gets straight to the point, which I appreciate."

"The course was direct and to the point, perfect for busy professionals."

"It's a well-paced, efficient lab that gets you productive quickly."

Excellent for leveraging data across multiple cloud providers.

"It bridges the gap perfectly between GCP and AWS, which is critical for my role as a data engineer."

"Crucial for my work bridging data lakes on S3 with BigQuery analytics."

"I found the methods for cross-cloud analytics invaluable for modern data architecture."

Offers direct, practical experience with BigQuery Omni.

"The hands-on experience of querying S3 data from BigQuery was invaluable."

"I appreciated the step-by-step guidance through real-world scenarios for data analytics."

"This course truly delivers on its promise of practical application, not heavy on theory."

Benefits most learners with existing BigQuery and AWS S3 familiarity.

"Good practical overview, but it assumes you have a decent grasp of both BigQuery and AWS S3 before starting."

"I struggled a bit because I'm not super strong in AWS S3; some prior knowledge was assumed."

"The lab assumed too much prior knowledge for me, especially regarding IAM roles and S3 bucket policies."

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 Using BigQuery Omni with AWS with these activities:

Compile a portfolio of course materials and projects

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Compiling course materials makes for easy referencing, reviewing, and retention of key concepts. This activity will improve your ability to access and use course materials in one convenient location.

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Organize notes by topic
Upload and organize project files
Create a personal online workspace

Review basic statistics

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Statistics is foundational to understanding data and extracting insights. A refresher will ensure your foundation is strong and can help you build on it.

Browse courses on Statistics

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Revisit descriptive statistics
Practice calculating mean and standard deviation
Review probability distributions

Build a project using BigQuery Omni

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Practical hands-on application is the best way to solidify learning. This activity will ensure you have a solid understanding of how to use BigQuery Omni in real-world scenarios.

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Create a project that uses BigQuery Omni to connect to data in AWS S3
Run a BigQuery analytics query on the data
Visualize the results and derive insights

Show all three activities

Career center

Learners who complete Using BigQuery Omni with AWS will develop knowledge and skills that may be useful to these careers:

Data Analyst

A Data Analyst gathers, cleans, and analyzes data to provide insights for businesses. They use their findings to identify trends, patterns, and opportunities for improvement. Data Analysts may also develop data visualization tools to help stakeholders understand the data. The course "Using BigQuery Omni with AWS" can help you build the skills needed to become a Data Analyst by teaching you how to use BigQuery to analyze data stored in AWS S3.

See salaries and explore the career path for Data Analyst

Data Engineer

A Data Engineer designs and builds the systems that store and process data. They work closely with Data Scientists and other stakeholders to ensure that the data is available and usable for analysis. Data Engineers may also develop data pipelines to automate the movement of data between different systems. The course "Using BigQuery Omni with AWS" can help you build the skills needed to become a Data Engineer by teaching you how to use BigQuery to analyze data stored in AWS S3.

See salaries and explore the career path for Data Engineer

Data Scientist

A Data Scientist uses statistical and machine learning techniques to extract insights from data. They develop predictive models that can be used to make decisions about products, services, and operations. Data Scientists may also work with other stakeholders to communicate the results of their analysis. The course "Using BigQuery Omni with AWS" can help you build the skills needed to become a Data Scientist by teaching you how to use BigQuery to analyze data stored in AWS S3.

See salaries and explore the career path for Data Scientist

Database Administrator

A Database Administrator manages and maintains databases. They ensure that the data is secure, reliable, and available. Database Administrators may also work with other stakeholders to ensure that the database meets the needs of the business. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Database Administrator by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Software Engineer

A Software Engineer designs, develops, and maintains software systems. They work with other stakeholders to identify the needs of the business and develop software solutions that meet those needs. Software Engineers may also work with other stakeholders to ensure that the software is reliable, scalable, and secure. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Software Engineer by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Systems Analyst

A Systems Analyst analyzes business processes and develops solutions to improve efficiency and effectiveness. They work with other stakeholders to identify the needs of the business and develop solutions that meet those needs. Systems Analysts may also work with other stakeholders to ensure that the solutions are implemented and maintained effectively. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Systems Analyst by teaching you how to use BigQuery to analyze data stored in AWS S3.

See salaries and explore the career path for Systems Analyst

Information Architect

An Information Architect designs and organizes information systems. They work with other stakeholders to identify the needs of the business and develop systems that meet those needs. Information Architects may also work with other stakeholders to ensure that the systems are accessible and usable. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become an Information Architect by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Business Analyst

A Business Analyst analyzes business processes and develops solutions to improve efficiency and effectiveness. They work with other stakeholders to identify the needs of the business and develop solutions that meet those needs. Business Analysts may also work with other stakeholders to ensure that the solutions are implemented and maintained effectively. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Business Analyst by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Project Manager

A Project Manager plans, organizes, and manages projects. They work with other stakeholders to identify the needs of the project and develop a plan to meet those needs. Project Managers may also work with other stakeholders to ensure that the project is completed on time and within budget. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Project Manager by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Product Manager

A Product Manager develops and manages products. They work with other stakeholders to identify the needs of the market and develop products that meet those needs. Product Managers may also work with other stakeholders to ensure that the products are launched and marketed successfully. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Product Manager by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Data Steward

A Data Steward manages and maintains data assets. They work with other stakeholders to ensure that the data is accurate, consistent, and complete. Data Stewards may also work with other stakeholders to ensure that the data is used in a compliant manner. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Data Steward by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Data Governance Specialist

A Data Governance Specialist develops and implements data governance policies and procedures. They work with other stakeholders to ensure that the data is used in a compliant manner. Data Governance Specialists may also work with other stakeholders to ensure that the data is protected from unauthorized access and use. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Data Governance Specialist by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Information Security Analyst

An Information Security Analyst protects data from unauthorized access and use. They work with other stakeholders to identify security risks and develop strategies to mitigate those risks. Information Security Analysts may also work with other stakeholders to ensure that the data is protected from malicious attacks. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become an Information Security Analyst by teaching you how to use BigQuery to analyze data stored in AWS S3.

See salaries and explore the career path for Information Security Analyst

Data Protection Officer

A Data Protection Officer ensures that data is collected, processed, and stored in a compliant manner. They work with other stakeholders to develop and implement data protection policies and procedures. Data Protection Officers may also work with other stakeholders to ensure that the data is protected from unauthorized access and use. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Data Protection Officer by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Compliance Manager

A Compliance Manager ensures that a company complies with all applicable laws and regulations. They work with other stakeholders to develop and implement compliance policies and procedures. Compliance Managers may also work with other stakeholders to ensure that the company is prepared for compliance audits. The course "Using BigQuery Omni with AWS" may help you build the skills needed to become a Compliance Manager by teaching you how to use BigQuery to analyze data stored in AWS S3.

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Reading list

We've selected seven 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 Using BigQuery Omni with AWS.

ISC2 CISSP Certified Information Systems Security...

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Provides a comprehensive overview of AWS security, including best practices, compliance, and threat detection. It valuable resource for anyone who wants to learn more about securing their AWS environment.

ISC2 CISSP Certified Information Systems Security...

Paperback

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Amazon Web Services in Action, Third Edition

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Provides a hands-on approach to learning AWS. It covers a wide range of AWS services and provides step-by-step instructions on how to use them. It useful resource for anyone who wants to get started with AWS.

Amazon Web Services in Action, Third Edition

Paperback

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Amazon Web Services in Action, Third Edition

Kindle Edition

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