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Creating and Alerting on Logs-based Metrics

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.

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What's inside

Syllabus

Creating and Alerting on Logs-based Metrics

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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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

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Organize and share valuable data analytics tools and resources with fellow learners.

Browse courses on Data Analytics

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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'

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Gain a foundational understanding of statistical learning concepts and techniques.

View An Introduction to Statistical Learning: with... on Amazon

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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

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Reinforce knowledge of sampling design and data collection techniques.

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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

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Develop a data visualization dashboard

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Enhance data analysis and communication skills through the creation of an interactive data visualization dashboard.

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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

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Showcase your data analytics skills and experience by building a portfolio of projects.

Browse courses on Data Analytics

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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

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Foster critical thinking and discussion skills around the ethical implications of data analytics.

Browse courses on Data Ethics

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Prepare questions and discussion topics
Facilitate the discussion
Summarize the key points

Volunteer for a data-driven nonprofit organization

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Apply data analytics skills to make a positive impact in the community.

Browse courses on Data Analytics

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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

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Develop an understanding of how to build and evaluate predictive models using machine learning techniques.

Browse courses on Modeling

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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

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Gain practical experience and collaborate with others in the field by contributing to an open-source data analytics project.

Browse courses on Data Analytics

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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 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.

See salaries and explore the career path for Data Analyst

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.

See salaries and explore the career path for Data Engineer

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.

See salaries and explore the career path for Cloud Architect

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.

See salaries and explore the career path for DevOps 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.

See salaries and explore the career path for Site Reliability 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.

See salaries and explore the career path for Systems Engineer

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.

See salaries and explore the career path for Cloud Developer

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.

See salaries and explore the career path for Data Scientist

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.

See salaries and explore the career path for Information Security Analyst

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.

See salaries and explore the career path for Network 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.

See salaries and explore the career path for Software 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.

See salaries and explore the career path for Cloud Operations Engineer

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.

See salaries and explore the career path for Database 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.

See salaries and explore the career path for Systems Administrator

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.

See salaries and explore the career path for Web Developer

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.

Observability Engineering

Save

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.

Observability Engineering: Achieving Production...

Paperback

Observability Engineering

Kindle Edition

Site Reliability Engineering

Save

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.

Site Reliability Engineering: How Google Runs...

Kindle Edition

Designing Data-Intensive Applications

Save

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.

Designing Data-Intensive Applications: The Big...

Paperback

Designing Data-Intensive Applications: The Big...

Kindle Edition

Python Cookbook

Save

Provides a collection of useful Python recipes. It can help you learn new techniques and solve common programming problems.

Python Cookbook: Recipes for Mastering Python 3

Kindle Edition

Python Cookbook (第3版) (中文版)

Paperback

(Português) Python Cookbook

Paperback

$$$

Effective Python

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.

Automate the Boring Stuff with Python, 3rd Edition

Save

Beginner-friendly guide to Python programming. It can help you learn the basics of Python and start writing your own scripts.

Automate the Boring Stuff with Python, 3rd Edition

Kindle Edition

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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

Share and help others discover this course.

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