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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. This lab shows how to use Cloud Data Fusion to explore data lineage - the data's origins and its movement over time.
Register for this course and see more details by visiting:
OpenCourser.com/course/8oifjn/exploring
What's inside
Syllabus
Exploring the Lineage of Data with Cloud Data Fusion
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Introduces learners to the origins and movement of data over time
Provides a real world environment to explore data lineage
Suitable for learners with an interest in data analytics
Provides hands-on labs for practical experience
Taught by Google Cloud Training, known for their expertise in cloud technology
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Save Exploring the Lineage of Data with Cloud Data Fusion to your list so you can find it easily later:
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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 Exploring the Lineage of Data with Cloud Data Fusion with these
activities:
Explore cloud concepts
Show steps
Understand foundational concepts in cloud computing, including its benefits, services, and management.
Browse courses on
Cloud Concepts
Show steps
-
Review articles and tutorials on cloud computing
-
Create a basic cloud account on a provider like AWS or Google Cloud
-
Explore different cloud services, such as storage, compute, and networking
Create a data pipeline using Cloud Data Fusion
Show steps
Gain hands-on experience in building and managing data pipelines using Google's fully managed data integration service.
Browse courses on
Data Pipelines
Show steps
-
Follow the official Cloud Data Fusion tutorials
-
Create a simple data pipeline that connects two data sources and performs transformations
-
Deploy the pipeline and monitor its execution
Data lineage discussion group
Show steps
Engage with peers to discuss different aspects of data lineage, share experiences, and learn from each other's insights.
Browse courses on
Data Lineage
Show steps
-
Join or create a discussion group focused on data lineage
-
Participate in discussions, ask questions, and contribute to the knowledge base
-
Share your own experiences and learnings with the group
Four other activities
Expand to see all activities and additional details
Show all seven activities
Data lineage exercises
Show steps
Reinforce your understanding of data lineage concepts through hands-on exercises and challenges.
Browse courses on
Data Lineage
Show steps
-
Solve data lineage puzzles and quizzes
-
Practice tracing data lineage in real-world scenarios
-
Identify and resolve data lineage issues
Data lineage report
Show steps
Demonstrate your understanding of data lineage by creating a comprehensive report that tracks the movement of data through your pipeline.
Browse courses on
Data Lineage
Show steps
-
Identify and gather data sources and transformations
-
Create a visualization or diagram to represent the data lineage
-
Analyze the data lineage and identify potential data quality issues
-
Present your findings in a clear and concise report
Data lineage hackathon
Show steps
Put your data lineage skills to the test and compete against others to build innovative solutions.
Browse courses on
Data Lineage
Show steps
-
Identify a real-world problem that can be solved using data lineage
-
Form a team and develop a solution
-
Submit your solution and present it to a panel of judges
Contribute to open source data lineage tools
Show steps
Deepen your understanding of data lineage by contributing to the development and improvement of open source tools in this area.
Browse courses on
Data Lineage
Show steps
-
Identify an open source data lineage project to contribute to
-
Fix bugs, add features, or improve documentation
-
Collaborate with other contributors and learn from their experiences
Explore cloud concepts
Show steps
Understand foundational concepts in cloud computing, including its benefits, services, and management.
Browse courses on
Cloud Concepts
Show steps
Show steps
Show steps
- Review articles and tutorials on cloud computing
- Create a basic cloud account on a provider like AWS or Google Cloud
- Explore different cloud services, such as storage, compute, and networking
Create a data pipeline using Cloud Data Fusion
Show steps
Gain hands-on experience in building and managing data pipelines using Google's fully managed data integration service.
Browse courses on
Data Pipelines
Show steps
Show steps
Show steps
- Follow the official Cloud Data Fusion tutorials
- Create a simple data pipeline that connects two data sources and performs transformations
- Deploy the pipeline and monitor its execution
Data lineage discussion group
Show steps
Engage with peers to discuss different aspects of data lineage, share experiences, and learn from each other's insights.
Browse courses on
Data Lineage
Show steps
Show steps
Show steps
- Join or create a discussion group focused on data lineage
- Participate in discussions, ask questions, and contribute to the knowledge base
- Share your own experiences and learnings with the group
Four other activities
Expand to see all activities and additional details
Show all seven activities
Data lineage exercises
Show steps
Reinforce your understanding of data lineage concepts through hands-on exercises and challenges.
Browse courses on
Data Lineage
Show steps
Show steps
Show steps
- Solve data lineage puzzles and quizzes
- Practice tracing data lineage in real-world scenarios
- Identify and resolve data lineage issues
Data lineage report
Show steps
Demonstrate your understanding of data lineage by creating a comprehensive report that tracks the movement of data through your pipeline.
Browse courses on
Data Lineage
Show steps
Show steps
Show steps
- Identify and gather data sources and transformations
- Create a visualization or diagram to represent the data lineage
- Analyze the data lineage and identify potential data quality issues
- Present your findings in a clear and concise report
Data lineage hackathon
Show steps
Put your data lineage skills to the test and compete against others to build innovative solutions.
Browse courses on
Data Lineage
Show steps
Show steps
Show steps
- Identify a real-world problem that can be solved using data lineage
- Form a team and develop a solution
- Submit your solution and present it to a panel of judges
Contribute to open source data lineage tools
Show steps
Deepen your understanding of data lineage by contributing to the development and improvement of open source tools in this area.
Browse courses on
Data Lineage
Show steps
Show steps
Show steps
- Identify an open source data lineage project to contribute to
- Fix bugs, add features, or improve documentation
- Collaborate with other contributors and learn from their experiences
Career center
Learners who complete Exploring the Lineage of Data with Cloud Data Fusion will develop knowledge and skills
that may be useful to these careers:
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to help businesses make informed decisions. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data analysis by providing learners with hands-on experience exploring data lineage. This course can help Data Analysts gain a better understanding of where data comes from and how it is used, which can help them make more accurate and informed decisions.
Data Engineer
Data Engineer
Data Engineers design and build data pipelines to move data from one place to another. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data engineering by providing learners with hands-on experience exploring data lineage. This course can help Data Engineers gain a better understanding of how data is moved and transformed, which can help them design and build more efficient data pipelines.
Data Scientist
Data Scientist
Data Scientists use data to build models that can predict future outcomes. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data science by providing learners with hands-on experience exploring data lineage. This course can help Data Scientists gain a better understanding of the data they are using, which can help them build more accurate and robust models.
Database Administrator
Database Administrator
Database Administrators are responsible for managing and maintaining databases. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in database administration by providing learners with hands-on experience exploring data lineage. This course can help Database Administrators gain a better understanding of how data is stored and organized, which can help them manage and maintain databases more efficiently.
Information Architect
Information Architect
Information Architects design and build information systems. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in information architecture by providing learners with hands-on experience exploring data lineage. This course can help Information Architects gain a better understanding of how data is organized and used, which can help them design and build more efficient information systems.
Business Analyst
Business Analyst
Business Analysts use data to help businesses make informed decisions. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in business analysis by providing learners with hands-on experience exploring data lineage. This course can help Business Analysts gain a better understanding of where data comes from and how it is used, which can help them make more accurate and informed decisions.
Data Visualization Specialist
Data Visualization Specialist
Data Visualization Specialists use data to create visualizations that communicate information clearly and effectively. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data visualization by providing learners with hands-on experience exploring data lineage. This course can help Data Visualization Specialists gain a better understanding of the data they are visualizing, which can help them create more accurate and effective visualizations.
Data Governance Specialist
Data Governance Specialist
Data Governance Specialists develop and implement policies and procedures to ensure that data is used in a consistent and ethical manner. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data governance by providing learners with hands-on experience exploring data lineage. This course can help Data Governance Specialists gain a better understanding of how data is used, which can help them develop and implement more effective data governance policies and procedures.
Data Privacy Specialist
Data Privacy Specialist
Data Privacy Specialists protect personal data from unauthorized access and use. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data privacy by providing learners with hands-on experience exploring data lineage. This course can help Data Privacy Specialists gain a better understanding of how personal data is collected, used, and stored, which can help them develop and implement more effective data privacy policies and procedures.
Data Security Analyst
Data Security Analyst
Data Security Analysts protect data from unauthorized access and use. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data security by providing learners with hands-on experience exploring data lineage. This course can help Data Security Analysts gain a better understanding of how data is accessed and used, which can help them develop and implement more effective data security policies and procedures.
Data Quality Analyst
Data Quality Analyst
Data Quality Analysts ensure that data is accurate and complete. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data quality by providing learners with hands-on experience exploring data lineage. This course can help Data Quality Analysts gain a better understanding of how data is collected and used, which can help them develop and implement more effective data quality policies and procedures.
Chief Data Officer
Chief Data Officer
Chief Data Officers are responsible for managing and overseeing all aspects of data within an organization. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data management by providing learners with hands-on experience exploring data lineage. This course can help Chief Data Officers gain a better understanding of how data is used across the organization, which can help them make more informed decisions about how to manage and use data.
Data Management Architect
Data Management Architect
Data Management Architects design and build data management systems. The course, Exploring the Lineage of Data with Cloud Data Fusion, can help build a foundation in data management by providing learners with hands-on experience exploring data lineage. This course can help Data Management Architects gain a better understanding of how data is stored and organized, which can help them design and build more efficient data management systems.
Cloud Architect
Cloud Architect
Cloud Architects design and build cloud-based applications and systems. The course, Exploring the Lineage of Data with Cloud Data Fusion, may be useful for Cloud Architects by providing them with hands-on experience exploring data lineage in the cloud. This course can help Cloud Architects gain a better understanding of how data is stored and organized in the cloud, which can help them design and build more efficient cloud-based applications and systems.
Software Engineer
Software Engineer
Software Engineers design and build software applications. The course, Exploring the Lineage of Data with Cloud Data Fusion, may be useful for Software Engineers by providing them with hands-on experience exploring data lineage in software applications. This course can help Software Engineers gain a better understanding of how data is stored and organized in software applications, which can help them design and build more efficient software applications.
For more career information including salaries, visit:
OpenCourser.com/course/8oifjn/exploring
Reading list
We've selected ten 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
Exploring the Lineage of Data with Cloud Data Fusion.
Provides a comprehensive guide to using Google Cloud Platform for data engineering. It covers a wide range of topics, including data storage, processing, and machine learning. It valuable resource for anyone looking to use Google Cloud Platform for data engineering.
Provides a comprehensive overview of data integration. It covers a wide range of topics, including data modeling, data quality, and data governance. It valuable resource for anyone looking to learn more about data integration.
Provides a comprehensive overview of data warehousing. It covers a wide range of topics, including data modeling, data storage, and data access. It valuable resource for anyone looking to learn more about data warehousing.
Save
Provides a comprehensive overview of data mining. It covers a wide range of topics, including data preprocessing, data mining algorithms, and data mining applications. It valuable resource for anyone looking to learn more about data mining.
Provides a comprehensive overview of big data analytics. It covers a wide range of topics, including big data technologies, big data analytics techniques, and big data applications. It valuable resource for anyone looking to learn more about big data analytics.
Provides a comprehensive guide to using Hadoop. It covers a wide range of topics, including Hadoop architecture, Hadoop ecosystem, and Hadoop applications. It valuable resource for anyone looking to learn more about Hadoop.
Provides a comprehensive guide to using Spark. It covers a wide range of topics, including Spark architecture, Spark programming, and Spark applications. It valuable resource for anyone looking to learn more about Spark.
Provides a comprehensive overview of data science. It covers a wide range of topics, including data science concepts, data science methods, and data science applications. It valuable resource for anyone looking to learn more about data science.
Save
Provides a comprehensive overview of machine learning. It covers a wide range of topics, including machine learning concepts, machine learning algorithms, and machine learning applications. It valuable resource for anyone looking to learn more about machine learning.
Save
Provides a comprehensive overview of deep learning. It covers a wide range of topics, including deep learning concepts, deep learning models, and deep learning applications. It valuable resource for anyone looking to learn more about deep learning.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/8oifjn/exploring
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Effort
1 hour 30 minutes
Level
Advanced
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Introduces learners to the origins and movement of data over time
Provides a real world environment to explore data lineage
Suitable for learners with an interest in data analytics
Provides hands-on labs for practical experience
Taught by Google Cloud Training, known for their expertise in cloud technology
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