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Google Cloud Training

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

Using BigQuery Omni with AWS

Good to know

Know what's good
, what to watch for
, 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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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
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.
Show steps
  • Organize notes by topic
  • Upload and organize project files
  • Create a personal online workspace
Review basic statistics
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
Show steps
  • Revisit descriptive statistics
  • Practice calculating mean and standard deviation
  • Review probability distributions
Build a project using BigQuery Omni
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.
Show steps
  • 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 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.

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.
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.
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.
Provides a comprehensive overview of cloud computing, its benefits, and how to use it. It is useful as a reference and for background knowledge.
Provides a comprehensive overview of big data analytics with AWS. It is useful as a reference and for background knowledge.

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