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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 replicate data from a PostgreSQL database to BigQuery.
Register for this course and see more details by visiting:
OpenCourser.com/course/3rtid8/datastream
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What's inside
Syllabus
Datastream: PostgreSQL Replication to BigQuery
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Engages with Datastream, which is an indispensable tool in modern data pipelines
Focuses on the PostgreSQL database, expanding your skills in data replication
Led by Google Cloud Training, ensuring high-quality instruction from industry experts
Provides hands-on practice in the Google Cloud console, simulating real-world scenarios
Targets intermediate learners, presuming familiarity with data replication and PostgreSQL
Save this course
Save Datastream: PostgreSQL Replication to BigQuery 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 Datastream: PostgreSQL Replication to BigQuery with these
activities:
Identify Senior Data Engineers
Show steps
Provides access to experts who can offer guidance and support throughout your learning journey.
Show steps
-
Attend industry events and meetups
-
Connect with data engineers on LinkedIn
-
Reach out to potential mentors and express your interest
Review Relational Database Management Fundamentals
Show steps
Reviewing the core concepts of relational database management will provide a solid foundation for understanding PostgreSQL and BigQuery concepts and operations.
Browse courses on
Relational Database Design
Show steps
-
Read introductory articles or book chapters on relational databases
-
Review notes or materials from a previous database course
-
Complete practice exercises or online quizzes on relational database concepts
Review SQL Skills
Show steps
Warms up your existing SQL skills which will allow you to better utilize the new skills you will gain in this course.
Browse courses on
SQL
Show steps
-
Go through a beginner's SQL tutorial
-
Take an online SQL quiz
-
Practice writing SQL queries on a sample database
Nine other activities
Expand to see all activities and additional details
Show all 12 activities
BigQuery Tutorials
Show steps
Provides additional guidance on using BigQuery, which is a key component of this course.
Show steps
-
Follow the BigQuery getting started guide
-
Complete the BigQuery tutorial
-
Explore the BigQuery documentation
Complete Official PostgreSQL Tutorial
Show steps
Following the official PostgreSQL tutorial provides hands-on practice and deepens understanding of PostgreSQL-specific features and functionalities.
Show steps
-
Visit the official PostgreSQL tutorial website
-
Follow the step-by-step instructions and complete the exercises
-
Explore additional resources and documentation provided in the tutorial
Replication Task Practice
Show steps
Drills replication tasks to help solidify your understanding of the process.
Show steps
-
Set up a source and target database
-
Create a replication task
-
Monitor the replication task
-
Troubleshoot any replication errors
Solve PostgreSQL Practice Problems
Show steps
Solving PostgreSQL practice problems helps reinforce understanding and improves problem-solving skills specifically related to PostgreSQL.
Show steps
-
Find online platforms or resources offering PostgreSQL practice problems
-
Attempt to solve the problems on your own
-
Review solutions and explanations to identify areas for improvement
-
Repeat the process with different sets of problems
Contribute to Open-Source Data Replication Projects
Show steps
Provides hands-on experience in data replication and contributes to the broader community.
Show steps
-
Identify open-source data replication projects
-
Review the project documentation
-
Identify a contribution opportunity
-
Make a contribution to the project
-
Submit a pull request
Design and Implement a PostgreSQL Database
Show steps
Creating a PostgreSQL database from scratch allows for practical application of the concepts learned and provides a tangible deliverable that can be used for future reference.
Show steps
-
Define the purpose and scope of the database
-
Design the database schema and tables
-
Set up and configure a PostgreSQL instance
-
Populate the database with sample data
-
Test the functionality and performance of the database
Data Replication Plan
Show steps
Develops a plan to help you effectively replicate data in the real world.
Show steps
-
Identify the source and target databases
-
Determine the replication method
-
Configure the replication settings
-
Test the replication
-
Document the replication plan
BigQuery Dashboard
Show steps
Develops a dashboard to visualize the replicated data, enabling you to monitor and analyze it.
Show steps
-
Design the dashboard
-
Create the dashboard in BigQuery
-
Configure the dashboard settings
-
Share the dashboard with stakeholders
Mentor Junior Data Engineers
Show steps
Strengthens your understanding of the course material by explaining it to others.
Show steps
-
Review their work and provide feedback
-
Identify a junior data engineer to mentor
-
Set up regular mentoring sessions
-
Provide guidance and support on data replication tasks
Identify Senior Data Engineers
Show steps
Provides access to experts who can offer guidance and support throughout your learning journey.
Show steps
Show steps
Show steps
- Attend industry events and meetups
- Connect with data engineers on LinkedIn
- Reach out to potential mentors and express your interest
Review Relational Database Management Fundamentals
Show steps
Reviewing the core concepts of relational database management will provide a solid foundation for understanding PostgreSQL and BigQuery concepts and operations.
Browse courses on
Relational Database Design
Show steps
Show steps
Show steps
- Read introductory articles or book chapters on relational databases
- Review notes or materials from a previous database course
- Complete practice exercises or online quizzes on relational database concepts
Review SQL Skills
Show steps
Warms up your existing SQL skills which will allow you to better utilize the new skills you will gain in this course.
Browse courses on
SQL
Show steps
Show steps
Show steps
- Go through a beginner's SQL tutorial
- Take an online SQL quiz
- Practice writing SQL queries on a sample database
Nine other activities
Expand to see all activities and additional details
Show all 12 activities
BigQuery Tutorials
Show steps
Provides additional guidance on using BigQuery, which is a key component of this course.
Show steps
Show steps
Show steps
- Follow the BigQuery getting started guide
- Complete the BigQuery tutorial
- Explore the BigQuery documentation
Complete Official PostgreSQL Tutorial
Show steps
Following the official PostgreSQL tutorial provides hands-on practice and deepens understanding of PostgreSQL-specific features and functionalities.
Show steps
Show steps
Show steps
- Visit the official PostgreSQL tutorial website
- Follow the step-by-step instructions and complete the exercises
- Explore additional resources and documentation provided in the tutorial
Replication Task Practice
Show steps
Drills replication tasks to help solidify your understanding of the process.
Show steps
Show steps
Show steps
- Set up a source and target database
- Create a replication task
- Monitor the replication task
- Troubleshoot any replication errors
Solve PostgreSQL Practice Problems
Show steps
Solving PostgreSQL practice problems helps reinforce understanding and improves problem-solving skills specifically related to PostgreSQL.
Show steps
Show steps
Show steps
- Find online platforms or resources offering PostgreSQL practice problems
- Attempt to solve the problems on your own
- Review solutions and explanations to identify areas for improvement
- Repeat the process with different sets of problems
Contribute to Open-Source Data Replication Projects
Show steps
Provides hands-on experience in data replication and contributes to the broader community.
Show steps
Show steps
Show steps
- Identify open-source data replication projects
- Review the project documentation
- Identify a contribution opportunity
- Make a contribution to the project
- Submit a pull request
Design and Implement a PostgreSQL Database
Show steps
Creating a PostgreSQL database from scratch allows for practical application of the concepts learned and provides a tangible deliverable that can be used for future reference.
Show steps
Show steps
Show steps
- Define the purpose and scope of the database
- Design the database schema and tables
- Set up and configure a PostgreSQL instance
- Populate the database with sample data
- Test the functionality and performance of the database
Data Replication Plan
Show steps
Develops a plan to help you effectively replicate data in the real world.
Show steps
Show steps
Show steps
- Identify the source and target databases
- Determine the replication method
- Configure the replication settings
- Test the replication
- Document the replication plan
BigQuery Dashboard
Show steps
Develops a dashboard to visualize the replicated data, enabling you to monitor and analyze it.
Show steps
Show steps
Show steps
- Design the dashboard
- Create the dashboard in BigQuery
- Configure the dashboard settings
- Share the dashboard with stakeholders
Mentor Junior Data Engineers
Show steps
Strengthens your understanding of the course material by explaining it to others.
Show steps
Show steps
Show steps
- Review their work and provide feedback
- Identify a junior data engineer to mentor
- Set up regular mentoring sessions
- Provide guidance and support on data replication tasks
Career center
Learners who complete Datastream: PostgreSQL Replication to BigQuery will develop knowledge and skills
that may be useful to these careers:
Data Integration Specialist
Data Integration Specialist
Data Integration Specialists are responsible for integrating data from multiple sources into a single, consistent view. This course is a great fit for someone who wants to become a Data Integration Specialist because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Data Integration Specialists because it allows them to easily integrate data from multiple sources into a single, consistent view.
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. This course is a great fit for someone who wants to become a Data Scientist because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Data Scientists because it allows them to easily access and analyze data from multiple sources.
Database Administrator
Database Administrator
Database Administrators are responsible for managing and maintaining databases. This course is a great fit for someone who wants to become a Database Administrator because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Database Administrators because it allows them to easily create and manage database replicas.
Data Engineer
Data Engineer
Data Engineers are responsible for designing, building, and maintaining data pipelines that collect, process, and store data. This course is a great fit for someone who wants to become a Data Engineer because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Data Engineers because it allows them to easily create and manage data pipelines that can move data from multiple sources to a central repository.
Cloud Engineer
Cloud Engineer
Cloud Engineers are responsible for designing, building, and maintaining cloud-based applications and infrastructure. This course is a great fit for someone who wants to become a Cloud Engineer because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Cloud Engineers because it allows them to easily create and manage cloud-based data pipelines that can move data from multiple sources to a central repository.
Database Developer
Database Developer
Database Developers design, develop, and maintain databases. This course is a great fit for someone who wants to become a Database Developer because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Database Developers because it allows them to easily create and manage databases that can be used for a variety of purposes.
Big Data Engineer
Big Data Engineer
Big Data Engineers are responsible for designing, building, and maintaining big data systems. This course is a great fit for someone who wants to become a Big Data Engineer because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Big Data Engineers because it allows them to easily create and manage big data pipelines that can move data from multiple sources to a central repository.
Business Analyst
Business Analyst
Business Analysts use data to help businesses make better decisions. This course is a great fit for someone who wants to become a Business Analyst because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Business Analysts because it allows them to easily access and analyze data from multiple sources.
Data Architect
Data Architect
Data Architects are responsible for designing and managing data architectures. This course is a great fit for someone who wants to become a Data Architect because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Data Architects because it allows them to easily create and manage data architectures that can move data from multiple sources to a central repository.
Data Analyst
Data Analyst
A Data Analyst is someone who collects, cleans, and analyzes data to help businesses make better decisions. This course is a great fit for someone who wants to become a Data Analyst because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a valuable skill for Data Analysts because it allows them to easily access and analyze data from multiple sources.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers build and maintain machine learning models. This course may be useful for someone who wants to become a Machine Learning Engineer because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a skill that can be useful for Machine Learning Engineers who are working on models that need to access data from multiple sources.
Data Governance Analyst
Data Governance Analyst
Data Governance Analysts are responsible for developing and implementing data governance policies and procedures. This course may be useful for someone who wants to become a Data Governance Analyst because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a skill that can be useful for Data Governance Analysts who are working on developing and implementing data governance policies and procedures for organizations that need to manage data from multiple sources.
Product Manager
Product Manager
Product Managers are responsible for developing and managing products. This course may be useful for someone who wants to become a Product Manager because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a skill that can be useful for Product Managers who are working on products that need to access data from multiple sources.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course may be useful for someone who wants to become a Software Engineer because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a skill that can be useful for Software Engineers who are working on applications that need to access data from multiple sources.
Project Manager
Project Manager
Project Managers are responsible for planning, executing, and closing projects. This course may be useful for someone who wants to become a Project Manager because it teaches you how to use Datastream to replicate data from a PostgreSQL database to BigQuery. This is a skill that can be useful for Project Managers who are working on projects that need to access data from multiple sources.
For more career information including salaries, visit:
OpenCourser.com/course/3rtid8/datastream
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
Datastream: PostgreSQL Replication to BigQuery.
Save
Focuses on the principles and practices of data-oriented design (DOD), providing a solid foundation for understanding the concepts and techniques involved in designing and building data-centric systems and applications.
Serves as a practical guide for PostgreSQL administration, providing a collection of recipes and solutions for common administrative tasks. It offers valuable assistance in managing PostgreSQL databases, ensuring their reliability and performance.
Save
Provides a comprehensive overview of the principles and practices of designing data-intensive applications. It valuable resource for anyone looking to learn more about designing and building scalable, reliable, and efficient data-intensive applications.
Provides a comprehensive overview of PostgreSQL, covering basic to advanced concepts. It valuable resource for anyone looking to gain a deeper understanding of PostgreSQL.
Provides a comprehensive overview of Google Cloud BigQuery, covering its architecture, features, and use cases. It valuable resource for anyone looking to learn more about BigQuery.
Provides a comprehensive overview of Hadoop, a popular open-source framework for distributed computing. It valuable resource for anyone looking to learn more about Hadoop.
Provides a comprehensive overview of Spark, a popular open-source framework for distributed computing. It valuable resource for anyone looking to learn more about Spark.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/3rtid8/datastream
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Effort
90 minutes
Level
Intermediate
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Engages with Datastream, which is an indispensable tool in modern data pipelines
Focuses on the PostgreSQL database, expanding your skills in data replication
Led by Google Cloud Training, ensuring high-quality instruction from industry experts
Provides hands-on practice in the Google Cloud console, simulating real-world scenarios
Targets intermediate learners, presuming familiarity with data replication and PostgreSQL
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