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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 use Cloud Shell command line to create the Cloud Composer environment and set Composer environment variables. You then use Composer to run a workflow that verifies a data file, creates and runs an Apache Hadoop wordcount job on a Dataproc cluster, and deletes the cluster.
Register for this course and see more details by visiting:
OpenCourser.com/course/fajace/cloud
What's inside
Syllabus
Cloud Composer: Qwik Start - Command Line
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Teaches the basics of Cloud Composer, which is the standard in data pipeline orchestration
Taught by Google Cloud Training, who are recognized for their work in cloud computing
Emphasizes practical skills by using Cloud Shell and Composer to create and run workflows
Builds a foundation for understanding data pipelines and workflow orchestration
Assumes basic knowledge of cloud computing and data engineering
May require additional resources or knowledge to fully grasp the concepts
Save this course
Save Cloud Composer: Qwik Start - Command Line 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 Cloud Composer: Qwik Start - Command Line with these
activities:
Join a Study Group
Show steps
Fosters collaboration, knowledge sharing, and peer support, enhancing your understanding of the material.
Show steps
-
Find or create a study group with other students enrolled in the same course
-
Meet regularly to discuss course topics, work on assignments, and provide support
Command Line Practice
Show steps
Provides hands-on experience using the command line to create and manage Cloud Composer environments.
Show steps
-
Follow a tutorial or guide to create and manage a Cloud Composer environment using the command line
-
Practice using the command line to perform common tasks such as creating and deleting clusters, running jobs, and monitoring the environment
Attend a Cloud Composer Workshop
Show steps
Provides an in-depth understanding of Cloud Composer through hands-on experience and expert guidance.
Show steps
-
Attend a live or virtual workshop led by experienced Cloud Composer engineers
-
Participate in hands-on exercises and ask questions to clarify concepts
Four other activities
Expand to see all activities and additional details
Show all seven activities
Mentor Junior Data Engineers
Show steps
Deepens your understanding of the material by explaining concepts to others and providing guidance.
Show steps
-
Volunteer to mentor junior data engineers or students
-
Provide guidance on projects, answer questions, and share your knowledge
Create a Data Pipeline
Show steps
Reinforces your understanding of data pipelines by creating a complete data pipeline that includes data ingestion, processing, and visualization.
Show steps
-
Design a data pipeline that meets specific requirements
-
Implement the data pipeline using Cloud Composer, Airflow, and other relevant tools
-
Test and evaluate the data pipeline's performance
Participate in a Kaggle Competition
Show steps
Provides a challenging and motivating environment to apply your skills and knowledge in a real-world setting.
Show steps
-
Identify a Kaggle competition that aligns with your interests and skills
-
Build a data science model and submit your predictions
-
Analyze the results and compare your performance with others
Build a Personal Project
Show steps
Provides an opportunity to apply your skills and knowledge to a meaningful project of your choosing.
Show steps
-
Identify a problem or opportunity that you're passionate about
-
Design and build a solution using Cloud Composer and other relevant technologies
-
Deploy your project and share it with others
Join a Study Group
Show steps
Fosters collaboration, knowledge sharing, and peer support, enhancing your understanding of the material.
Show steps
Show steps
Show steps
- Find or create a study group with other students enrolled in the same course
- Meet regularly to discuss course topics, work on assignments, and provide support
Command Line Practice
Show steps
Provides hands-on experience using the command line to create and manage Cloud Composer environments.
Show steps
Show steps
Show steps
- Follow a tutorial or guide to create and manage a Cloud Composer environment using the command line
- Practice using the command line to perform common tasks such as creating and deleting clusters, running jobs, and monitoring the environment
Attend a Cloud Composer Workshop
Show steps
Provides an in-depth understanding of Cloud Composer through hands-on experience and expert guidance.
Show steps
Show steps
Show steps
- Attend a live or virtual workshop led by experienced Cloud Composer engineers
- Participate in hands-on exercises and ask questions to clarify concepts
Four other activities
Expand to see all activities and additional details
Show all seven activities
Mentor Junior Data Engineers
Show steps
Deepens your understanding of the material by explaining concepts to others and providing guidance.
Show steps
Show steps
Show steps
- Volunteer to mentor junior data engineers or students
- Provide guidance on projects, answer questions, and share your knowledge
Create a Data Pipeline
Show steps
Reinforces your understanding of data pipelines by creating a complete data pipeline that includes data ingestion, processing, and visualization.
Show steps
Show steps
Show steps
- Design a data pipeline that meets specific requirements
- Implement the data pipeline using Cloud Composer, Airflow, and other relevant tools
- Test and evaluate the data pipeline's performance
Participate in a Kaggle Competition
Show steps
Provides a challenging and motivating environment to apply your skills and knowledge in a real-world setting.
Show steps
Show steps
Show steps
- Identify a Kaggle competition that aligns with your interests and skills
- Build a data science model and submit your predictions
- Analyze the results and compare your performance with others
Build a Personal Project
Show steps
Provides an opportunity to apply your skills and knowledge to a meaningful project of your choosing.
Show steps
Show steps
Show steps
- Identify a problem or opportunity that you're passionate about
- Design and build a solution using Cloud Composer and other relevant technologies
- Deploy your project and share it with others
Career center
Learners who complete Cloud Composer: Qwik Start - Command Line will develop knowledge and skills
that may be useful to these careers:
Cloud Architect
Cloud Architect
Cloud Architects design, build, and manage cloud computing solutions. They work with customers to understand their business needs and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for Cloud Architects as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Cloud Architects become more effective in designing and managing cloud-based data solutions.
Data Engineer
Data Engineer
Data Engineers use their knowledge of big data technologies to design and build data pipelines. They work with data scientists and other stakeholders to understand data requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Data Engineers as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Data Engineers become more efficient and productive in their roles.
Data Analyst
Data Analyst
Data Analysts use their knowledge of data analysis and visualization to develop insights from data. They work with data scientists and other stakeholders to understand data requirements and develop reports and dashboards that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Data Analysts as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Data Analysts become more efficient and productive in their roles.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design, build, and manage machine learning models. They work with data scientists and other stakeholders to understand data requirements and develop models that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Machine Learning Engineers as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Machine Learning Engineers become more efficient and productive in their roles.
Data Scientist
Data Scientist
Data Scientists use their knowledge of data science and machine learning to develop solutions to real-world problems. They work with data engineers and other stakeholders to understand data requirements and develop models that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Data Scientists as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Data Scientists become more efficient and productive in their roles.
Software Engineer
Software Engineer
Software Engineers design, build, and maintain software applications. They work with other engineers and stakeholders to understand requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Software Engineers as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Software Engineers become more effective in developing and managing data-driven applications.
Business Analyst
Business Analyst
Business Analysts use their knowledge of business and technology to develop solutions that meet business needs. They work with stakeholders to understand requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Business Analysts as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Business Analysts become more effective in developing and managing data-driven solutions.
Project Manager
Project Manager
Project Managers are responsible for the planning, execution, and delivery of projects. They work with stakeholders to understand project goals and develop plans to achieve those goals. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Project Managers as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Project Managers become more effective in managing data-driven projects.
Product Manager
Product Manager
Product Managers are responsible for the development and management of products. They work with engineers, designers, and other stakeholders to understand customer needs and develop products that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Product Managers as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Product Managers become more effective in developing and managing data-driven products.
Security Analyst
Security Analyst
Security Analysts are responsible for the security of computer systems and networks. They work with users and other stakeholders to understand security requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Security Analysts as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Security Analysts become more effective in securing data-driven systems and networks.
Data Architect
Data Architect
Data Architects design and manage data architectures. They work with stakeholders to understand data requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Data Architects as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Data Architects become more effective in designing and managing data architectures.
Database Administrator
Database Administrator
Database Administrators are responsible for the management and maintenance of databases. They work with developers and other stakeholders to understand data requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Database Administrators as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Database Administrators become more effective in managing data-driven databases.
Network Administrator
Network Administrator
Network Administrators are responsible for the management and maintenance of computer networks. They work with users and other stakeholders to understand network requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Network Administrators as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Network Administrators become more effective in managing data-driven networks.
Technical Writer
Technical Writer
Technical Writers create documentation for software and other technical products. They work with engineers and other stakeholders to understand the product and develop documentation that is clear and easy to understand. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Technical Writers as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Technical Writers become more effective in documenting data-driven products and services.
Systems Administrator
Systems Administrator
Systems Administrators are responsible for the management and maintenance of computer systems. They work with users and other stakeholders to understand system requirements and develop solutions that meet those needs. This course, Cloud Composer: Qwik Start - Command Line, may be useful for aspiring Systems Administrators as it provides a foundation in using Cloud Composer, a managed service for building and running Apache Airflow data pipelines. Gaining familiarity with Cloud Composer can help Systems Administrators become more effective in managing data-driven systems.
For more career information including salaries, visit:
OpenCourser.com/course/fajace/cloud
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
Cloud Composer: Qwik Start - Command Line.
Is the definitive guide to Hadoop, the open-source framework for distributed computing. It covers everything from Hadoop's architecture and components to its use cases and best practices. It valuable resource for anyone looking to learn more about Hadoop.
Provides a practical introduction to machine learning using Python. It covers everything from supervised and unsupervised learning to model evaluation and deployment. It valuable resource for anyone looking to learn more about machine learning.
Provides a hands-on introduction to deep learning using Python. It covers everything from neural networks and convolutional neural networks to recurrent neural networks and generative adversarial networks.
Provides a comprehensive overview of TensorFlow, the open-source machine learning library from Google. It covers everything from TensorFlow's architecture and components to its use cases and best practices. It valuable resource for anyone looking to learn more about TensorFlow.
Provides a comprehensive overview of Keras, the high-level neural networks API written in Python. It covers everything from Keras' architecture and components to its use cases and best practices. It valuable resource for anyone looking to learn more about Keras.
Provides a comprehensive overview of dimensional modeling, the industry-standard approach for designing data warehouses. It covers everything from the principles of dimensional modeling to its use cases and best practices. It valuable resource for anyone looking to learn more about dimensional modeling.
Save
Provides a comprehensive overview of data mining, the process of extracting knowledge from data. It covers everything from data mining techniques to data mining applications. It valuable resource for anyone looking to learn more about data mining.
Provides a comprehensive overview of machine learning, from its mathematical foundations to its practical applications. It covers everything from supervised and unsupervised learning to Bayesian learning and deep learning. It valuable resource for anyone looking to learn more about machine learning.
Save
Provides a comprehensive overview of deep learning, a subfield of machine learning that uses artificial neural networks. It covers everything from the basics of deep learning to its advanced techniques. It valuable resource for anyone looking to learn more about deep learning.
Provides a comprehensive overview of Keras, a popular high-level neural networks API written in Python. It covers everything from the basics of Keras to its advanced techniques. It valuable resource for anyone looking to learn more about Keras.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/fajace/cloud
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Effort
1 Hour
Level
Introductory
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Teaches the basics of Cloud Composer, which is the standard in data pipeline orchestration
Taught by Google Cloud Training, who are recognized for their work in cloud computing
Emphasizes practical skills by using Cloud Shell and Composer to create and run workflows
Builds a foundation for understanding data pipelines and workflow orchestration
Assumes basic knowledge of cloud computing and data engineering
May require additional resources or knowledge to fully grasp the concepts
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