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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab, you learn how to use Cloud Logging to accumulate application logs in a single place, filter to reach the required log, understand how to create logs based metrics for advanced analysis, examine the audit logs use case, and export logs for compliance and/or advanced analysis needs.
Register for this course and see more details by visiting:
OpenCourser.com/course/shoq7b/fundamentals
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What's inside
Syllabus
Project Overview
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Focuses on topics like using Cloud Logging to accumulate application logs, filtering logs, creating logs based metrics for advanced analysis, examining audit logs use case, and exporting logs for compliance and/or advanced analysis needs, which are extremely relevant for students in technology, specifically in cloud engineering, IT, and development roles
Provides hands-on labs and interactive materials for learners to reinforce their comprehension of the subject matter
Taught by Google Cloud Training, who are recognized for their work in the technology industry, particularly in cloud computing and software engineering
Part of a series, indicating comprehensiveness and a detailed focus on the topic of Cloud Logging
Meets industry standards and best practices
Save this course
Save Fundamentals of Cloud Logging 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 Fundamentals of Cloud Logging with these
activities:
Review: What is Cloud Logging?
Show steps
Refreshes knowledge on Cloud Logging fundamentals before taking this course to help solidify a better foundation for learning the intricacies of Cloud Logging.
Browse courses on
Cloud Logging
Show steps
-
Review prerequisites and have a clear understanding of the concepts of structured and unstructured logs.
-
Reread course syllabi, notes, and materials from previous courses that covered logging.
-
Take a practice quiz on Cloud Logging basics.
Follow Tutorial: Using Cloud Logging for debugging
Show steps
Provides hands-on practice with debugging in Cloud Logging to better understand and utilize its functionalities.
Browse courses on
Cloud Logging
Show steps
-
Find and follow the tutorial on the Google Cloud website.
-
Set up the environment and complete the tutorial steps.
-
Troubleshoot any issues encountered during the tutorial.
-
Share your experience and findings from the tutorial in a peer group or forum.
Create: Sample Log Entries
Show steps
Encourages students to create sample log entries to gain practical experience with structuring logs for effective analysis.
Browse courses on
Cloud Logging
Show steps
-
Generate sample data and events that represent real-world scenarios.
-
Create log entries using the recommended formats and semantics.
-
Save the log entries in the appropriate format (e.g., JSON, text).
-
Share the sample log entries with peers for feedback and review.
Three other activities
Expand to see all activities and additional details
Show all six activities
Practice: Filtering and Analyzing Logs
Show steps
Facilitates repetitive practice to improve proficiency in filtering and analyzing Cloud Logging data for meaningful insights.
Browse courses on
Cloud Logging
Show steps
-
Collect a dataset of logs with diverse formats and content.
-
Apply various filtering techniques to isolate specific log entries.
-
Perform data analysis on the filtered logs to identify patterns and trends.
-
Document the results of the analysis and share insights with peers.
Attend: Workshop on Advanced Log Analytics
Show steps
Provides opportunities to learn advanced techniques for analyzing and visualizing Cloud Logging data alongside experts and peers.
Browse courses on
Cloud Logging
Show steps
-
Register for and attend a workshop on advanced log analytics.
-
Actively participate in discussions and exercises.
-
Apply the learned techniques to enhance your own log analysis skills.
Contribute: Open Source Logging Project
Show steps
Allows students to contribute directly to the development of open source logging tools and technologies, fostering practical skills in Cloud Logging.
Browse courses on
Cloud Logging
Show steps
-
Identify an open source logging project that aligns with your interests.
-
Join the project community and engage in discussions.
-
Contribute code, documentation, or bug fixes to the project.
-
Share your contributions with the community and seek feedback.
Review: What is Cloud Logging?
Show steps
Refreshes knowledge on Cloud Logging fundamentals before taking this course to help solidify a better foundation for learning the intricacies of Cloud Logging.
Browse courses on
Cloud Logging
Show steps
Show steps
Show steps
- Review prerequisites and have a clear understanding of the concepts of structured and unstructured logs.
- Reread course syllabi, notes, and materials from previous courses that covered logging.
- Take a practice quiz on Cloud Logging basics.
Follow Tutorial: Using Cloud Logging for debugging
Show steps
Provides hands-on practice with debugging in Cloud Logging to better understand and utilize its functionalities.
Browse courses on
Cloud Logging
Show steps
Show steps
Show steps
- Find and follow the tutorial on the Google Cloud website.
- Set up the environment and complete the tutorial steps.
- Troubleshoot any issues encountered during the tutorial.
- Share your experience and findings from the tutorial in a peer group or forum.
Create: Sample Log Entries
Show steps
Encourages students to create sample log entries to gain practical experience with structuring logs for effective analysis.
Browse courses on
Cloud Logging
Show steps
Show steps
Show steps
- Generate sample data and events that represent real-world scenarios.
- Create log entries using the recommended formats and semantics.
- Save the log entries in the appropriate format (e.g., JSON, text).
- Share the sample log entries with peers for feedback and review.
Three other activities
Expand to see all activities and additional details
Show all six activities
Practice: Filtering and Analyzing Logs
Show steps
Facilitates repetitive practice to improve proficiency in filtering and analyzing Cloud Logging data for meaningful insights.
Browse courses on
Cloud Logging
Show steps
Show steps
Show steps
- Collect a dataset of logs with diverse formats and content.
- Apply various filtering techniques to isolate specific log entries.
- Perform data analysis on the filtered logs to identify patterns and trends.
- Document the results of the analysis and share insights with peers.
Attend: Workshop on Advanced Log Analytics
Show steps
Provides opportunities to learn advanced techniques for analyzing and visualizing Cloud Logging data alongside experts and peers.
Browse courses on
Cloud Logging
Show steps
Show steps
Show steps
- Register for and attend a workshop on advanced log analytics.
- Actively participate in discussions and exercises.
- Apply the learned techniques to enhance your own log analysis skills.
Contribute: Open Source Logging Project
Show steps
Allows students to contribute directly to the development of open source logging tools and technologies, fostering practical skills in Cloud Logging.
Browse courses on
Cloud Logging
Show steps
Show steps
Show steps
- Identify an open source logging project that aligns with your interests.
- Join the project community and engage in discussions.
- Contribute code, documentation, or bug fixes to the project.
- Share your contributions with the community and seek feedback.
Career center
Learners who complete Fundamentals of Cloud Logging will develop knowledge and skills
that may be useful to these careers:
Site Reliability Engineer
Site Reliability Engineer
A Site Reliability Engineer (SRE) is responsible for the reliability and performance of a company's IT systems. This role requires a strong understanding of cloud computing technologies, as well as experience with monitoring and troubleshooting systems. This course can help you develop the skills and knowledge you need to be a successful SRE. You will learn how to use Cloud Logging to monitor your systems, identify and resolve problems, and create metrics for tracking system performance.
Cloud Security Engineer
Cloud Security Engineer
A Cloud Security Engineer is responsible for the security of a company's cloud computing systems. This role requires a deep understanding of cloud security technologies, as well as experience with auditing and monitoring systems. This course can help you develop the skills and knowledge you need to be a successful Cloud Security Engineer. You will learn how to use Cloud Logging to audit your systems, identify and resolve security vulnerabilities, and create metrics for tracking system security.
Cloud Architect
Cloud Architect
A Cloud Architect designs, deploys, manages, and optimizes cloud computing systems. Due to the collaborative nature of the role, Cloud Architects must be able to communicate well with other IT professionals, business stakeholders, and customers. This course can help you develop a deep understanding of Cloud Logging, a service that can help you monitor and troubleshoot your cloud applications. This understanding can be invaluable for a Cloud Architect who needs to ensure that their systems are running smoothly and efficiently.
DevOps Engineer
DevOps Engineer
A DevOps Engineer is responsible for bridging the gap between development and operations teams. This role requires a strong understanding of both software development and system administration. This course can help you develop the skills and knowledge you need to be a successful DevOps Engineer. You will learn how to use Cloud Logging to monitor your applications, identify and resolve problems, and create metrics for tracking system performance.
Cloud Service Engineer
Cloud Service Engineer
A Cloud Service Engineer is responsible for providing technical support for cloud computing services. This role requires a strong understanding of cloud computing technologies, as well as experience with customer service. This course can help you develop the skills and knowledge you need to be a successful Cloud Service Engineer. You will learn how to use Cloud Logging to troubleshoot customer issues, identify and resolve problems, and create metrics for tracking customer satisfaction.
Cloud Log Analyst
Cloud Log Analyst
A Cloud Log Analyst is responsible for collecting, analyzing, and visualizing cloud logs. This role requires a strong understanding of cloud logging technologies, as well as experience with data analysis and visualization. This course can help you develop the skills and knowledge you need to be a successful Cloud Log Analyst. You will learn how to use Cloud Logging to collect and analyze logs from your cloud applications, identify and resolve problems, and create metrics for tracking system performance.
Data Engineer
Data Engineer
A Data Engineer is responsible for designing, building, and maintaining data pipelines. This role requires a strong understanding of data engineering technologies, as well as experience with cloud computing. This course can help you develop the skills and knowledge you need to be a successful Data Engineer. You will learn how to use Cloud Logging to monitor your data pipelines, identify and resolve problems, and create metrics for tracking system performance.
Cloud Solutions Architect
Cloud Solutions Architect
A Cloud Solutions Architect is responsible for designing and implementing cloud computing solutions. This role requires a strong understanding of cloud computing technologies, as well as experience with solution architecture. This course can help you develop the skills and knowledge you need to be a successful Cloud Solutions Architect. You will learn how to use Cloud Logging to monitor your cloud solutions, identify and resolve problems, and create metrics for tracking system performance.
Cloud Security Analyst
Cloud Security Analyst
A Cloud Security Analyst is responsible for monitoring and analyzing cloud security logs. This role requires a strong understanding of cloud security technologies, as well as experience with security monitoring and analysis. This course can help you develop the skills and knowledge you need to be a successful Cloud Security Analyst. You will learn how to use Cloud Logging to collect and analyze security logs, identify and resolve security threats, and create metrics for tracking security posture.
Cloud Storage Engineer
Cloud Storage Engineer
A Cloud Storage Engineer is responsible for designing, building, and maintaining cloud storage systems. This role requires a strong understanding of cloud storage technologies, as well as experience with cloud computing. This course can help you develop the skills and knowledge you need to be a successful Cloud Storage Engineer. You will learn how to use Cloud Logging to monitor your storage systems, identify and resolve problems, and create metrics for tracking system performance.
Cloud Network Engineer
Cloud Network Engineer
A Cloud Network Engineer is responsible for designing, building, and maintaining cloud networks. This role requires a strong understanding of cloud networking technologies, as well as experience with cloud computing. This course can help you develop the skills and knowledge you need to be a successful Cloud Network Engineer. You will learn how to use Cloud Logging to monitor your networks, identify and resolve problems, and create metrics for tracking network performance.
Cloud Compute Engineer
Cloud Compute Engineer
A Cloud Compute Engineer is responsible for designing, building, and maintaining cloud compute systems. This role requires a strong understanding of cloud computing technologies, as well as experience with virtualization and operating systems. This course can help you develop the skills and knowledge you need to be a successful Cloud Compute Engineer. You will learn how to use Cloud Logging to monitor your compute systems, identify and resolve problems, and create metrics for tracking system performance.
Cloud Incident Responder
Cloud Incident Responder
A Cloud Incident Responder is responsible for responding to and resolving cloud security incidents. This role requires a strong understanding of cloud security technologies, as well as experience with incident response. This course can help you develop the skills and knowledge you need to be a successful Cloud Incident Responder. You will learn how to use Cloud Logging to investigate security incidents, identify and resolve security breaches, and create metrics for tracking incident response performance.
Cloud Data Scientist
Cloud Data Scientist
A Cloud Data Scientist is responsible for applying data science techniques to cloud computing data. This role requires a strong understanding of data science techniques, as well as experience with cloud computing. This course may be helpful for a Cloud Data Scientist who wants to learn how to use Cloud Logging to collect, analyze, and visualize data from their cloud applications.
Cloud Machine Learning Engineer
Cloud Machine Learning Engineer
A Cloud Machine Learning Engineer is responsible for applying machine learning techniques to cloud computing data. This role requires a strong understanding of machine learning techniques, as well as experience with cloud computing. This course may be helpful for a Cloud Machine Learning Engineer who wants to learn how to use Cloud Logging to collect, analyze, and visualize data from their machine learning models.
For more career information including salaries, visit:
OpenCourser.com/course/shoq7b/fundamentals
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
Fundamentals of Cloud Logging.
Save
Provides a comprehensive overview of DevOps best practices. It covers topics such as cultural change, process improvement, and measurement. It provides valuable background and context for the course's topic.
Provides a comprehensive overview of Site Reliability Engineering (SRE) practices. It covers topics such as incident management, performance engineering, and chaos testing. It provides supplemental depth and breadth to the course's coverage of SRE.
Save
Uses a fictional story to illustrate the challenges and benefits of adopting DevOps practices. It provides valuable insights into the cultural and organizational aspects of DevOps. It provides supplemental background and context for the course's topic.
Provides a comprehensive overview of advanced logging and monitoring techniques. It covers topics such as log correlation, anomaly detection, and machine learning. It provides supplemental depth in advanced logging and monitoring techniques.
Save
Provides a comprehensive overview of DevOps best practices. It covers topics such as continuous integration, continuous delivery, and collaboration between development and operations teams. It provides valuable background and context for the course's topic.
Provides a beginner's guide to using Cloud Logging and Cloud Monitoring to monitor and troubleshoot Google Cloud Platform applications. It valuable resource for anyone who wants to learn more about these tools.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/shoq7b/fundamentals
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Effort
1 hour
Level
Introductory
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Focuses on topics like using Cloud Logging to accumulate application logs, filtering logs, creating logs based metrics for advanced analysis, examining audit logs use case, and exporting logs for compliance and/or advanced analysis needs, which are extremely relevant for students in technology, specifically in cloud engineering, IT, and development roles
Provides hands-on labs and interactive materials for learners to reinforce their comprehension of the subject matter
Taught by Google Cloud Training, who are recognized for their work in the technology industry, particularly in cloud computing and software engineering
Part of a series, indicating comprehensiveness and a detailed focus on the topic of Cloud Logging
Meets industry standards and best practices
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