Google Cloud

Professional Cloud Architect Part 2: AI, Security, & Ops 专项课程

Google Cloud

Professional Cloud Architect Part 2: AI, Security, & Ops 专项课程

Master AI, Security, & Monitoring on Google Cloud.

Architect secure, automated, and observable cloud solutions with AI and GKE.

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2 月 完成
在 10 小时 一周
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2 月 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Automate infrastructure provisioning and manage reusable configurations using Terraform modules and state.

  • Implement advanced security controls, including Cloud IAM, VPC Service Controls, and threat detection with Cloud IDS.

  • Architect and scale containerized applications using GKE Fleets, Cloud Service Mesh, and serverless Cloud Run environments.

  • Integrate AI/ML pipelines via Vertex AI and implement full-stack observability with Logging, Monitoring, and Trace.

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专业化 - 9门课程系列

Getting Started with Terraform for Google Cloud

Getting Started with Terraform for Google Cloud

第 1 门课程, 小时

您将学到什么

  • Define the business need for infrastructure as Code and the benefits of using it in your environment.

  • Explain the features and functionalities of Terraform.

  • Use Terraform resources, variables, and output values to create Google Cloud infrastructure resources.

  • Use Terraform modules to build reusable configurations.

您将获得的技能

类别：Terraform
类别：Infrastructure as Code (IaC)
类别：Google Cloud Platform
类别：Cloud Infrastructure
类别：Configuration Management
类别：Code Reusability
类别：Cloud Management
类别：Cloud Storage
类别：Dependency Analysis
类别：Command-Line Interface
Managing Security in Google Cloud

Managing Security in Google Cloud

第 2 门课程, 小时

您将学到什么

  • Identify the foundations of Google Cloud security.

  • Manage administration identities with Google Cloud.

  • Implement user administration with Identity and Access Management (IAM).

  • Configure Virtual Private Clouds (VPCs) for isolation, security, and logging.

您将获得的技能

类别：Cloud Security
类别：Firewall
类别：Identity and Access Management
类别：Network Security
类别：Google Cloud Platform
类别：User Provisioning
类别：Role-Based Access Control (RBAC)
类别：Load Balancing
类别：Authorization (Computing)
类别：Virtual Networking
类别：Data Security
类别：Cloud Management
类别：Data Access
类别：Single Sign-On (SSO)
类别：Security Controls
类别：Authentications
Manage Scalable Workloads in GKE

Manage Scalable Workloads in GKE

第 3 门课程, 小时

您将学到什么

  • Describe the challenges of designing a multi-cluster infrastructure.

  • Describe the components and architecture of GKE Fleets

  • Identify and describe the core components of a GKE fleet.

  • Create, connect, and manage GKE clusters from multiple deployment environments.

您将获得的技能

类别：Kubernetes
类别：Cloud Management
类别：Google Cloud Platform
类别：Authentications
类别：CI/CD
类别：Cloud Security
类别：Authorization (Computing)
类别：Multi-Cloud
类别：Configuration Management
类别：Istio
类别：Containerization
类别：Identity and Access Management
类别：Vulnerability Scanning
类别：Security Controls
类别：Model Deployment
类别：Cloud Deployment
类别：AI Workflows
类别：Scalability
类别：Cloud-Native Computing
Developing Applications with Cloud Run on Google Cloud: Fundamentals

Developing Applications with Cloud Run on Google Cloud: Fundamentals

第 4 门课程, 小时

您将学到什么

  • Understand the fundamentals of Cloud Run that include the resource model, container lifecycle, and autoscaling.

  • Develop and test applications locally before deploying to Cloud Run.

  • Use service identity and IAM with Cloud Run.

  • Integrate Cloud Run applications with Google Cloud services.

您将获得的技能

类别：Cloud Deployment
类别：Identity and Access Management
类别：Application Development
类别：Containerization
类别：Serverless Computing
类别：Cloud Services
类别：Cloud-Based Integration
类别：Google Cloud Platform
类别：Scalability
类别：Application Deployment
类别：Cloud Security
类别：Integration Testing
类别：Cloud-Native Computing
类别：Cloud Development
Introduction to Data Engineering on Google Cloud

Introduction to Data Engineering on Google Cloud

第 5 门课程, 小时

您将学到什么

  • Understand the role of a data engineer.

  • Identify data engineering tasks and core components used on Google Cloud.

  • Understand how to create and deploy data pipelines of varying patterns on Google Cloud.

  • Identify and utilize various automation techniques on Google Cloud.

您将获得的技能

类别：Google Cloud Platform
类别：Data Pipelines
类别：Extract, Transform, Load
类别：Data Import/Export
类别：Data Migration
类别：Data Storage
类别：Data Warehousing
类别：Metadata Management
类别：Apache Spark
类别：Data Sharing
类别：Automation
类别：Data Management
类别：Big Data
类别：IT Automation
类别：Cloud Storage
类别：Data Processing
类别：Data Infrastructure
类别：Apache Airflow
Introduction to AI and Machine Learning on Google Cloud

Introduction to AI and Machine Learning on Google Cloud

第 6 门课程, 小时

您将学到什么

  • Recognize the data-to-AI technologies and tools offered by Google Cloud.

  • Use generative AI capabilities in applications.

  • Choose between different options to develop an AI project on Google Cloud.

  • Build ML models end-to-end by using Vertex AI.

您将获得的技能

类别：Google Cloud Platform
类别：Generative AI
类别：Model Evaluation
类别：Machine Learning
类别：Prompt Engineering
类别：Multimodal Prompts
类别：Applied Machine Learning
类别：Supervised Learning
类别：Tensorflow
类别：AI Workflows
类别：Generative AI Agents
类别：Model Training
类别：MLOps (Machine Learning Operations)
类别：Generative Model Architectures
类别：Data Infrastructure
类别：Model Deployment
类别：Artificial Intelligence
类别：Google Gemini
类别：Cloud Infrastructure
Logging and Monitoring in Google Cloud

Logging and Monitoring in Google Cloud

第 7 门课程, 小时

您将学到什么

  • Explain the purpose and capabilities of Google Cloud Observability.

  • Implement monitoring for multiple cloud projects.

  • Create effective monitoring dashboards and alerts. Create alerting policies, uptime checks and alerts.

  • Explain how to collect logs using Cloud Logging and export for further analysis.

您将获得的技能

类别：Dashboard Creation
类别：Data Access
类别：Site Reliability Engineering
Observability in Google Cloud

Observability in Google Cloud

第 8 门课程, 小时

您将学到什么

  • Install and manage Ops Agent to collect logs for Compute Engine.

  • Explain Cloud Operations for GKE.

  • Analyze VPC Flow Logs and firewall rules logs.

  • Analyze resource utilization cost for monitoring related components within Google Cloud.

您将获得的技能

类别：Google Cloud Platform
类别：Application Performance Management
类别：Network Monitoring
类别：Dashboard Creation
类别：System Monitoring
类别：Debugging
类别：Query Languages
类别：Cloud Management
类别：Kubernetes
类别：Prometheus (Software)
类别：Cloud Computing Architecture
类别：Cloud Applications
Preparing for your Professional Cloud Architect Journey

Preparing for your Professional Cloud Architect Journey

第 9 门课程, 小时

您将学到什么

  • List the five domains covered on the Professional Cloud Architect certification exam.

  • Identify gaps in your knowledge and skills for each domain and create a study plan.

您将获得的技能

类别：Cloud Security
类别：Cloud Computing
类别：Cloud Computing Architecture
类别：Network Planning And Design
类别：Cloud Solutions
类别：Site Reliability Engineering
类别：Cloud Platforms
类别：Solution Design
类别：Cloud Services
类别：Cloud Infrastructure
类别：Solution Architecture
类别：Configuration Management
类别：Google Cloud Platform
类别：Cloud Deployment
类别：Network Infrastructure
类别：Cloud Management

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