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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console.
In this advanced lab you will create and run an Apache Airflow workflow in Cloud Composer that exports tables from a BigQuery dataset located in Cloud Storage bucktes in the US to buckets in Europe, then import th0se tables to a BigQuery dataset in Europe.
Register for this course and see more details by visiting:
OpenCourser.com/course/j0drvr/cloud
What's inside
Syllabus
Cloud Composer: Copying BigQuery Tables Across Different Locations
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Taught by Google Cloud Training, a reputable organization in the field
Builds a strong foundation for learners new to Cloud Composer
Covers highly relevant topics in data engineering and cloud computing
Involves hands-on labs and interactive materials
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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 Cloud Composer: Copying BigQuery Tables Across Different Locations with these
activities:
Walkthrough of Cloud Composer documentation
Show steps
Reading through the documentation can help establish a foundation of knowledge to prepare for starting the course.
Browse courses on
Cloud Composer
Show steps
-
Review getting started documentation
-
Run through the quickstart for Cloud Composer
Join a Cloud Composer study group
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Engaging with other learners can offer new perspectives and insights that aid in understanding the course material.
Show steps
-
Find a study group or forum related to Cloud Composer
-
Introduce yourself
Practice using Apache Airflow
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Getting hands-on practice with Apache Airflow prior to engaging with the course can set learners up for greater success.
Browse courses on
Apache Airflow
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-
Follow tutorial on setting up Apache Airflow
-
Create sample Apache Airflow workflow
Two other activities
Expand to see all activities and additional details
Show all five activities
Assist other learners with Cloud Composer concepts
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Reinforcing concepts by teaching them to others leads to greater retention and understanding.
Show steps
-
Identify opportunities to help others
-
Offer assistance
-
Answer others' questions
Participate in a Cloud Composer hackathon
Show steps
Applying theory to practice will strengthen knowledge and heighten engagement with the course material.
Show steps
-
Find and register for a hackathon
-
Build a team
-
Develop a winning project
Walkthrough of Cloud Composer documentation
Show steps
Reading through the documentation can help establish a foundation of knowledge to prepare for starting the course.
Browse courses on
Cloud Composer
Show steps
Show steps
Show steps
- Review getting started documentation
- Run through the quickstart for Cloud Composer
Join a Cloud Composer study group
Show steps
Engaging with other learners can offer new perspectives and insights that aid in understanding the course material.
Show steps
Show steps
Show steps
- Find a study group or forum related to Cloud Composer
- Introduce yourself
Practice using Apache Airflow
Show steps
Getting hands-on practice with Apache Airflow prior to engaging with the course can set learners up for greater success.
Browse courses on
Apache Airflow
Show steps
Show steps
Show steps
- Follow tutorial on setting up Apache Airflow
- Create sample Apache Airflow workflow
Two other activities
Expand to see all activities and additional details
Show all five activities
Assist other learners with Cloud Composer concepts
Show steps
Reinforcing concepts by teaching them to others leads to greater retention and understanding.
Show steps
Show steps
Show steps
- Identify opportunities to help others
- Offer assistance
- Answer others' questions
Participate in a Cloud Composer hackathon
Show steps
Applying theory to practice will strengthen knowledge and heighten engagement with the course material.
Show steps
Show steps
Show steps
- Find and register for a hackathon
- Build a team
- Develop a winning project
Career center
Learners who complete Cloud Composer: Copying BigQuery Tables Across Different Locations will develop knowledge and skills
that may be useful to these careers:
Data Engineer
Data Engineer
The Data Engineer designs, builds, and maintains the infrastructure to store, process, and secure big data. This professional uses data science to develop data-driven solutions. To efficiently perform job duties, it is critical that the Data Engineer understands how to maintain and manage big data systems. This course helps build a foundation in managing and developing big data solutions.
Data Architect
Data Architect
The Data Architect designs an organization's data management strategy and ensures data integrity, accessibility, and security. This course helps build a foundation in the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Data Scientist
Data Scientist
Data Scientists combine mathematics, statistics, and computer science to solve complex problems. This course helps build a foundation in the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Cloud Architect
Cloud Architect
Cloud Architects design, build, and maintain cloud computing systems. This professional uses their knowledge of cloud computing services to develop and implement scalable, secure, and reliable applications. This course may be useful for someone who wants to become a Cloud Architect, as it covers the fundamentals of big data management in the cloud.
Data Analyst
Data Analyst
Data Analysts analyze data to identify trends, patterns, and insights. This professional uses data science to develop data-driven solutions. This course may be useful for someone who wants to become a Data Analyst, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. This professional uses their knowledge of computer science to develop and implement scalable, secure, and reliable applications. This course may be useful for someone who wants to become a Software Engineer, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Database Administrator
Database Administrator
Database Administrators design, implement, and maintain database systems. This professional uses their knowledge of database management systems to ensure data integrity, accessibility, and security. This course may be useful for someone who wants to become a Database Administrator, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Business Analyst
Business Analyst
Business Analysts analyze business processes and develop solutions to improve efficiency and productivity. This professional uses their knowledge of business analysis techniques to identify and solve business problems. This course may be useful for someone who wants to become a Business Analyst, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Project Manager
Project Manager
Project Managers plan, execute, and close projects. This professional uses their knowledge of project management techniques to ensure projects are completed on time, within budget, and to scope. This course may be useful for someone who wants to become a Project Manager, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Product Manager
Product Manager
Product Managers develop and manage products. This professional uses their knowledge of product management techniques to identify and develop products that meet the needs of customers. This course may be useful for someone who wants to become a Product Manager, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Salesforce Administrator
Salesforce Administrator
Salesforce Administrators implement and maintain Salesforce systems. This professional uses their knowledge of Salesforce to help businesses manage their customer relationships. This course may be useful for someone who wants to become a Salesforce Administrator, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Technical Writer
Technical Writer
Technical Writers create and maintain technical documentation. This professional uses their knowledge of technical writing techniques to communicate complex technical information to a variety of audiences. This course may be useful for someone who wants to become a Technical Writer, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Marketing Manager
Marketing Manager
Marketing Managers develop and implement marketing campaigns. This professional uses their knowledge of marketing techniques to create and execute marketing campaigns that reach and engage target audiences. This course may be useful for someone who wants to become a Marketing Manager, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Customer Success Manager
Customer Success Manager
Customer Success Managers help customers achieve success with a product or service. This professional uses their knowledge of customer success management techniques to build relationships with customers and help them get the most value from a product or service. This course may be useful for someone who wants to become a Customer Success Manager, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
Recruiter
Recruiter
Recruiters find and attract qualified candidates for open positions. This professional uses their knowledge of recruiting techniques to identify and attract top talent. This course may be useful for someone who wants to become a Recruiter, as it covers the fundamentals of big data management, such as how cloud computing can manage and analyze large data sets.
For more career information including salaries, visit:
OpenCourser.com/course/j0drvr/cloud
Reading list
We've selected six 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
Cloud Composer: Copying BigQuery Tables Across Different Locations.
Covers Apache Spark's architecture, core concepts, and advanced techniques, making it a valuable resource for learning and using Spark.
Covers advanced topics in Apache Spark, including machine learning, graph processing, and streaming analytics.
Provides a solid understanding of the Hadoop ecosystem and the core concepts of distributed computing and analytics.
Provides a comprehensive overview of deep learning techniques and their applications using Python and Keras, making it useful for understanding machine learning techniques in big data analysis.
Provides a comprehensive overview of Python's data analysis capabilities, including NumPy, Pandas, and Matplotlib, making it a useful reference for the course.
Provides a comprehensive overview of distributed and cloud computing technologies and architectures.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/j0drvr/cloud
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Effort
1 hour
Level
Intermediate
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Taught by Google Cloud Training, a reputable organization in the field
Builds a strong foundation for learners new to Cloud Composer
Covers highly relevant topics in data engineering and cloud computing
Involves hands-on labs and interactive materials
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