Logging and Monitoring in Google Cloud

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Syllabus

Introducción

Te damos la bienvenida a Logging and Monitoring in Google Cloud. Veremos los requisitos previos, el público y los objetivos del curso.

Introducción a Google Cloud's operations suite

En este módulo, veremos una descripción general de los diversos productos que conforman el paquete de registro, supervisión y observabilidad de Google Cloud.

Supervisión de sistemas fundamentales

La supervisión implica hacer un seguimiento de exactamente lo que sucede con los recursos que iniciamos en Google Cloud. En este módulo, analizaremos algunas opciones y prácticas recomendadas relacionadas con la supervisión de las arquitecturas de los proyectos. Diferenciaremos los roles fundamentales de Cloud IAM necesarios para decidir quién puede hacer qué respecto a la supervisión. Como con la arquitectura, este es otro paso temprano esencial. Examinaremos algunos de los paneles predeterminados creados por Google y veremos cómo usarlos de manera correcta. Crearemos gráficos y los usaremos para compilar paneles personalizados y mostrar el consumo de los recursos y la carga de las aplicaciones. Por último, definiremos verificaciones de tiempo de actividad para hacer un seguimiento del funcionamiento y la latencia.

Políticas de alertas

Las alertas permiten el reconocimiento oportuno de los problemas en tus aplicaciones de la nube, para que puedas resolverlos con rapidez. En este módulo, aprenderás a desarrollar estrategias de alertas, definir políticas de alertas, agregar canales de notificaciones, identificar los tipos de alertas y sus usos comunes, crear grupos de recursos y generar alertas sobre ellos, y administrar políticas de alertas de forma programática.

Registros y análisis avanzados

En este módulo, examinaremos algunas de las funciones de registro y análisis avanzados de Google Cloud. En específico, aprenderás a identificar y elegir los enfoques de etiquetado de recursos, definir los receptores de registros, crear métricas de supervisión basadas en entradas de registro, vincular errores de aplicación a Logging y otras herramientas de operación con Error Reporting, y exportar registros a BigQuery para almacenarlos a largo plazo y aplicarles análisis basados en SQL.

Trabaja con registros de auditoría

En este módulo, veremos cómo usar los Registros de auditoría de Cloud de Google. Aprenderás a usarlos para responder la preguntas “¿Quién hizo qué y cuándo?”. También analizaremos las prácticas recomendadas de los Registros de auditoría

Resumen del curso

Resumiremos los temas que se abordaron en este curso.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Introduces foundational knowledge about supervising and enhancing your infrastructure and applications on Google Cloud for beginners

Offers an in-depth overview of Google Cloud's operations suite of tools

Involves hands-on practice with real-world examples and case studies

Teaches you techniques for monitoring logs for anomalies, debugging issues, and optimizing performance

Instructs you on how to set up and manage alerts so you can quickly identify and address issues

Provides guidance on analyzing and visualizing data to gain insights into your infrastructure and applications

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 Logging and Monitoring in Google Cloud - Español with these activities:

Refresh your knowledge of computer networking basics

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Review the essential concepts of computer networking to ensure a solid foundation for the course.

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Review the OSI model and its layers.
Understand the concepts of IP addressing and subnetting.
Familiarize yourself with common network protocols such as TCP and UDP.

Google Cloud Monitoring Tutorial

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Build a strong foundation in Google Cloud's Monitoring services by following the hands-on tutorials provided by Google Cloud Platform.

Browse courses on Google Cloud Monitoring

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Read through the Getting Started section.
Complete the quickstart guide to set up basic monitoring.
Walk through the tutorials on creating custom metrics and dashboards.

Join a study group or online forum

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Engage with fellow learners to discuss course topics, share knowledge and experiences, and provide support to each other.

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Find a study group or online forum related to Google Cloud Platform.
Participate in discussions, ask questions, and share your insights.
Collaborate with others on projects or assignments.

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Practice using Google Cloud's Command-Line Interface (gcloud)

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Gain proficiency in using gcloud commands to manage your Google Cloud resources, ensuring efficient and effective navigation.

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Install and configure gcloud on your local machine.
Create a new Google Cloud project using gcloud.
Use gcloud to manage compute instances, storage buckets, and other resources.

Follow online tutorials on specific GCP services

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Supplement your learning by exploring in-depth tutorials on specific GCP services, enhancing your practical knowledge and skills.

Browse courses on Google Cloud Platform

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Identify specific GCP services you want to learn more about.
Find reputable online tutorials or documentation from Google Cloud Platform.
Follow the tutorials step-by-step and implement the concepts in your own projects.

Compile a list of useful resources related to Google Cloud Platform

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Create a valuable resource for yourself and fellow learners by gathering and organizing a comprehensive list of relevant materials.

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Identify different categories of resources, such as tutorials, documentation, blogs, and community forums.
Search and collect resources from reputable sources.
Organize and categorize the resources in a logical and accessible manner.
Share your compilation with others.

Create a Log Monitoring Dashboard

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Solidify your understanding of Log Monitoring by creating your own dashboard to visualize and analyze application logs.

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Choose a project and create a new dashboard.
Add a log-based metric chart to the dashboard.
Create a log-based scatter plot to visualize log entries.
Configure alerts based on log patterns.

Visualize data using Google Cloud's Data Studio

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Create interactive dashboards and reports using Data Studio, enhancing your ability to analyze and present data effectively.

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Import your data into Data Studio.
Create charts and graphs to visualize your data.
Add filters and interactivity to your dashboard.
Publish and share your dashboard with others.

Write blog posts or articles on topics covered in the course

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Deepen your understanding of the course material by creating written content that explains and reinforces key concepts.

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Choose a topic from the course that you want to write about.
Research the topic and gather relevant information.
Write a blog post or article that explains the topic clearly and concisely.
Publish your content on a blog or online platform.

Career center

Learners who complete Logging and Monitoring in Google Cloud - Español will develop knowledge and skills that may be useful to these careers:

Site Reliability Engineer

Site Reliability Engineers (SREs) need to be able to monitor and maintain the reliability of systems and applications. This course covers how to monitor and improve the performance and reliability of applications and infrastructure, which can help an SRE be successful.

See salaries and explore the career path for Site Reliability Engineer

Performance Analyst

Performance Analysts are responsible for monitoring and improving the performance of applications and systems. This course teaches how to monitor and improve the performance of applications and infrastructure, which will likely be useful for a Performance Analyst.

See salaries and explore the career path for Performance Analyst

Cloud Engineer

Cloud Engineers need to be able to manage and maintain cloud systems and applications. This course covers how to monitor and improve the performance and reliability of applications and infrastructure, which can help a Cloud Engineer to be successful.

See salaries and explore the career path for Cloud Engineer

Cloud Architect

Cloud Architects need to be able to design and build scalable and reliable systems. This course covers monitoring and improving the performance and reliability of applications and infrastructure, which can help a Cloud Architect be successful.

See salaries and explore the career path for Cloud Architect

Software Developer

Software Developers need to be able to monitor and debug their code in production. This course covers monitoring and debugging code in production, which can help a Software Developer improve their skills.

See salaries and explore the career path for Software Developer

Technical Support Specialist

Technical Support Specialists need to be able to troubleshoot and resolve issues with systems and applications. This course covers monitoring and debugging systems and applications, which may be useful for a Technical Support Specialist who needs to troubleshoot and resolve issues with applications and infrastructure.

See salaries and explore the career path for Technical Support Specialist

Security Analyst

Security Analysts need to be able to monitor systems and infrastructure for potential vulnerabilities and attacks. This course may be useful for a Security Analyst who needs to monitor logs and infrastructure for potential security issues.

See salaries and explore the career path for Security Analyst

Data Analyst

Analyzing data to answer complex questions is a key skill for Data Analysts. This course covers analyzing logs and data in real time. This may be useful for a Data Analyst who analyzes data from operational systems and infrastructure.

See salaries and explore the career path for Data Analyst

Systems Engineer

Systems Engineers need to monitor and maintain systems to ensure that they are running at their best. This course covers monitoring and improving the performance of infrastructure, which may be useful for a Systems Engineer who needs to monitor and troubleshoot system performance.

See salaries and explore the career path for Systems Engineer

DevOps Engineer

DevOps Engineers may need to create and monitor pipelines and infrastructure. This course covers the basics of monitoring infrastructure and logs. This course may be useful for a DevOps Engineer who needs to monitor and improve the performance of pipelines and infrastructure.

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Data Engineer

Data Engineers need to be able to analyze and interpret data to improve the performance of systems and applications. This course may be useful for a Data Engineer who needs to analyze data from operational systems and infrastructure.

See salaries and explore the career path for Data Engineer

Network Administrator

Network Administrators need to monitor and maintain networks to ensure that they are running at peak performance. This course covers monitoring infrastructure and performance, which may be useful for a Network Administrator who needs to monitor and troubleshoot network performance.

See salaries and explore the career path for Network Administrator

IT Consultant

IT Consultants may need to provide guidance on improving the performance of operational systems and applications. This course covers how to monitor and improve the performance of applications and infrastructure. This course may be useful for an IT Consultant who wants to improve their knowledge about monitoring and improving performance.

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Database Administrator

Database Administrators need to monitor their databases and the infrastructure that they reside on to ensure that they are running at their best. This course may be useful for a Database Administrator who needs to monitor and debug database performance.

See salaries and explore the career path for Database Administrator

IT Manager

IT Managers need to be able to oversee and manage the performance of IT systems and applications. This course may be useful for an IT Manager who needs to understand how to monitor and improve the performance of applications and infrastructure.

See salaries and explore the career path for IT Manager

Logging and Monitoring in Google Cloud - Español

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