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Creating and Alerting on Logs-based Metrics
Google Cloud Training
Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab we take a look through some of the information provided by the Cloud Monitoring tools, and teach some of the concepts you will need to know to take advantage of Cloud Monitoring effectively.
Register for this course and see more details by visiting:
OpenCourser.com/course/hv6zq5/creating
What's inside
Syllabus
Creating and Alerting on Logs-based Metrics
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Suitable for beginners who wish to develop foundational knowledge
Taught by Google Cloud Training, reputable instructors in this field
Provides hands-on labs and interactive materials that promote skill development
Focuses on developing expertise in Cloud Monitoring, relevant to industry practices
May require some prior familiarity with cloud computing fundamentals
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Save Creating and Alerting on Logs-based Metrics 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 Creating and Alerting on Logs-based Metrics with these
activities:
Create a curated list of data analytics resources
Show steps
Organize and share valuable data analytics tools and resources with fellow learners.
Browse courses on
Data Analytics
Show steps
-
Identify and gather relevant resources
-
Organize the resources into categories
-
Create a document or website to share the resources
-
Promote and share the resource list with the community
Read 'An Introduction to Statistical Learning'
Show steps
Gain a foundational understanding of statistical learning concepts and techniques.
View
An Introduction to Statistical Learning: with...
on Amazon
Show steps
-
Read the first five chapters
-
Work through the exercises
-
Summarize the key concepts
-
Apply the concepts to a real-world dataset
Create a sampling plan
Show steps
Reinforce knowledge of sampling design and data collection techniques.
Browse courses on
Sampling
Show steps
-
Define the objectives of the study
-
Identify the target population
-
Select a sampling frame
-
Determine the sample size
-
Select a sampling method
Six other activities
Expand to see all activities and additional details
Show all nine activities
Develop a data visualization dashboard
Show steps
Enhance data analysis and communication skills through the creation of an interactive data visualization dashboard.
Browse courses on
Data Visualization
Show steps
-
Identify the key metrics and insights to be communicated
-
Select appropriate visualizations
-
Design and develop the dashboard
-
Test and iterate on the dashboard
-
Present the dashboard to an audience
Develop a data analytics portfolio
Show steps
Showcase your data analytics skills and experience by building a portfolio of projects.
Browse courses on
Data Analytics
Show steps
-
Identify projects that demonstrate your skills
-
Work on the projects to develop and refine your skills
-
Document your projects and create a portfolio website
-
Share your portfolio with potential employers and clients
-
Update and maintain your portfolio over time
Conduct a group discussion on data ethics
Show steps
Foster critical thinking and discussion skills around the ethical implications of data analytics.
Browse courses on
Data Ethics
Show steps
-
Prepare questions and discussion topics
-
Facilitate the discussion
-
Summarize the key points
Volunteer for a data-driven nonprofit organization
Show steps
Apply data analytics skills to make a positive impact in the community.
Browse courses on
Data Analytics
Show steps
-
Identify a nonprofit organization to volunteer for
-
Reach out to the organization and inquire about volunteering opportunities
-
Complete the necessary training and onboarding
-
Work with the organization to identify data-related needs
-
Use your data analytics skills to support the organization's mission
Build a predictive model
Show steps
Develop an understanding of how to build and evaluate predictive models using machine learning techniques.
Browse courses on
Modeling
Show steps
-
Explore and prepare the data
-
Select a modeling algorithm
-
Train the model
-
Evaluate the model
-
Deploy the model
Contribute to an open-source data analytics project
Show steps
Gain practical experience and collaborate with others in the field by contributing to an open-source data analytics project.
Browse courses on
Data Analytics
Show steps
-
Identify an open-source project to contribute to
-
Familiarize yourself with the project
-
Make a contribution
-
Review and iterate on your contribution
-
Communicate your contribution to the community
Create a curated list of data analytics resources
Show steps
Organize and share valuable data analytics tools and resources with fellow learners.
Browse courses on
Data Analytics
Show steps
Show steps
Show steps
- Identify and gather relevant resources
- Organize the resources into categories
- Create a document or website to share the resources
- Promote and share the resource list with the community
Read 'An Introduction to Statistical Learning'
Show steps
Gain a foundational understanding of statistical learning concepts and techniques.
View
An Introduction to Statistical Learning: with...
on Amazon
Show steps
Show steps
Show steps
- Read the first five chapters
- Work through the exercises
- Summarize the key concepts
- Apply the concepts to a real-world dataset
Create a sampling plan
Show steps
Reinforce knowledge of sampling design and data collection techniques.
Browse courses on
Sampling
Show steps
Show steps
Show steps
- Define the objectives of the study
- Identify the target population
- Select a sampling frame
- Determine the sample size
- Select a sampling method
Six other activities
Expand to see all activities and additional details
Show all nine activities
Develop a data visualization dashboard
Show steps
Enhance data analysis and communication skills through the creation of an interactive data visualization dashboard.
Browse courses on
Data Visualization
Show steps
Show steps
Show steps
- Identify the key metrics and insights to be communicated
- Select appropriate visualizations
- Design and develop the dashboard
- Test and iterate on the dashboard
- Present the dashboard to an audience
Develop a data analytics portfolio
Show steps
Showcase your data analytics skills and experience by building a portfolio of projects.
Browse courses on
Data Analytics
Show steps
Show steps
Show steps
- Identify projects that demonstrate your skills
- Work on the projects to develop and refine your skills
- Document your projects and create a portfolio website
- Share your portfolio with potential employers and clients
- Update and maintain your portfolio over time
Conduct a group discussion on data ethics
Show steps
Foster critical thinking and discussion skills around the ethical implications of data analytics.
Browse courses on
Data Ethics
Show steps
Show steps
Show steps
- Prepare questions and discussion topics
- Facilitate the discussion
- Summarize the key points
Volunteer for a data-driven nonprofit organization
Show steps
Apply data analytics skills to make a positive impact in the community.
Browse courses on
Data Analytics
Show steps
Show steps
Show steps
- Identify a nonprofit organization to volunteer for
- Reach out to the organization and inquire about volunteering opportunities
- Complete the necessary training and onboarding
- Work with the organization to identify data-related needs
- Use your data analytics skills to support the organization's mission
Build a predictive model
Show steps
Develop an understanding of how to build and evaluate predictive models using machine learning techniques.
Browse courses on
Modeling
Show steps
Show steps
Show steps
- Explore and prepare the data
- Select a modeling algorithm
- Train the model
- Evaluate the model
- Deploy the model
Contribute to an open-source data analytics project
Show steps
Gain practical experience and collaborate with others in the field by contributing to an open-source data analytics project.
Browse courses on
Data Analytics
Show steps
Show steps
Show steps
- Identify an open-source project to contribute to
- Familiarize yourself with the project
- Make a contribution
- Review and iterate on your contribution
- Communicate your contribution to the community
Career center
Learners who complete Creating and Alerting on Logs-based Metrics will develop knowledge and skills
that may be useful to these careers:
Data Analyst
Data Analyst
Data Analysts use programming and statistical methods to analyze large amounts of data. These professionals are in high demand, and those with skills in cloud computing are especially valuable. This course can help you build a foundation in cloud computing, which will make you more competitive in the job market. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Data Analysts who need to monitor the performance of their applications.
Data Engineer
Data Engineer
Data Engineers design and build systems to manage and process large amounts of data. This course can help you build a foundation in cloud computing, which is essential for Data Engineers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Data Engineers who need to monitor the performance of their systems.
Cloud Architect
Cloud Architect
Cloud Architects design and manage cloud computing systems. This course can help you build a foundation in cloud computing, which is essential for Cloud Architects. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Cloud Architects who need to monitor the performance of their systems.
DevOps Engineer
DevOps Engineer
DevOps Engineers work to bridge the gap between development and operations teams. This course can help you build a foundation in cloud computing, which is essential for DevOps Engineers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for DevOps Engineers who need to monitor the performance of their systems.
Site Reliability Engineer
Site Reliability Engineer
Site Reliability Engineers ensure the reliability and performance of websites and other online services. This course can help you build a foundation in cloud computing, which is essential for Site Reliability Engineers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Site Reliability Engineers who need to monitor the performance of their systems.
Systems Engineer
Systems Engineer
Systems Engineers design, implement, and maintain computer systems. This course can help you build a foundation in cloud computing, which is essential for Systems Engineers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Systems Engineers who need to monitor the performance of their systems.
Cloud Developer
Cloud Developer
Cloud Developers develop and maintain applications that run in the cloud. This course can help you build a foundation in cloud computing, which is essential for Cloud Developers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Cloud Developers who need to monitor the performance of their applications.
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. This course can help you build a foundation in cloud computing, which is becoming increasingly important for Data Scientists. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Data Scientists who need to monitor the performance of their models.
Information Security Analyst
Information Security Analyst
Information Security Analysts protect computer systems and networks from unauthorized access. This course can help you build a foundation in cloud computing, which is becoming increasingly important for Information Security Analysts. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Information Security Analysts who need to monitor the security of their systems.
Network Engineer
Network Engineer
Network Engineers design, implement, and maintain computer networks. This course can help you build a foundation in cloud computing, which is becoming increasingly important for Network Engineers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Network Engineers who need to monitor the performance of their networks.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course can help you build a foundation in cloud computing, which is becoming increasingly important for Software Engineers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Software Engineers who need to monitor the performance of their applications.
Cloud Operations Engineer
Cloud Operations Engineer
Cloud Operations Engineers manage the day-to-day operations of cloud computing systems. This course can help you build a foundation in cloud computing, which is essential for Cloud Operations Engineers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Cloud Operations Engineers who need to monitor the performance of their systems.
Database Administrator
Database Administrator
Database Administrators manage and maintain databases. This course can help you build a foundation in cloud computing, which is becoming increasingly important for Database Administrators. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Database Administrators who need to monitor the performance of their databases.
Systems Administrator
Systems Administrator
Systems Administrators manage and maintain computer systems. This course can help you build a foundation in cloud computing, which is becoming increasingly important for Systems Administrators. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Systems Administrators who need to monitor the performance of their systems.
Web Developer
Web Developer
Web Developers design and develop websites. This course can help you build a foundation in cloud computing, which is becoming increasingly important for Web Developers. Additionally, the course will teach you how to create and alert on logs-based metrics, which is a valuable skill for Web Developers who need to monitor the performance of their websites.
For more career information including salaries, visit:
OpenCourser.com/course/hv6zq5/creating
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
Creating and Alerting on Logs-based Metrics.
Practical guide to observability engineering, which involves the use of logs-based metrics and other data to gain insights into the performance of cloud-based systems.
Provides an overview of the principles and practices of site reliability engineering (SRE). It can help you understand the concepts behind logs-based metrics and how they can be used to improve system reliability.
Provides an overview of the concepts and techniques involved in designing data-intensive applications. It can help you understand how to use logs-based metrics to monitor the performance of your applications.
Save
Provides a collection of useful Python recipes. It can help you learn new techniques and solve common programming problems.
Save
Provides practical tips and techniques for writing better Python code. It can help you improve the quality of your code and make it easier to maintain.
Beginner-friendly guide to Python programming. It can help you learn the basics of Python and start writing your own scripts.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/hv6zq5/creating
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Effort
45 minutes
Level
Intermediate
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Suitable for beginners who wish to develop foundational knowledge
Taught by Google Cloud Training, reputable instructors in this field
Provides hands-on labs and interactive materials that promote skill development
Focuses on developing expertise in Cloud Monitoring, relevant to industry practices
May require some prior familiarity with cloud computing fundamentals
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