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Automate Cloud Costs & Governance

本课程是 AI Systems Reliability & Security 专项课程的一部分

位教师：Hurix Digital

包含在中

了解更多

3个模块

深入了解一个主题并学习基础知识。

中级等级

推荐体验

3 小时完成

灵活的计划

自行安排学习进度

3个模块

深入了解一个主题并学习基础知识。

中级等级

推荐体验

3 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Data-driven cloud cost analysis uncovers waste patterns missed by manual checks, enabling targeted optimization and ROI.
Effective governance demands continuous evaluation and updates, as policies that worked before may fail as systems scale.
Automation shifts governance from reactive fixes to proactive prevention, enabling self-healing, compliant infrastructure.
Sustainable cloud operations treat governance policies as living code—versioned, tested, and continuously refined.

您将获得的技能

您将学习的工具

要了解的详细信息

可分享的证书

添加到您的领英档案

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 AI Systems Reliability & Security 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有3个模块

Transform your cloud operations from reactive to proactive with automated cost optimization and governance mastery. This course empowers ML and AI professionals to take control of escalating cloud expenses while ensuring bulletproof compliance across complex infrastructure environments.

This Short Course was created to help Machine Learning and Artificial Intelligence professionals accomplish systematic cloud cost control and automated governance enforcement. By completing this course, you'll be able to identify hidden cost drains through advanced usage analytics, evaluate whether your current governance policies actually work, and build intelligent automation that prevents violations before they happen - skills you can apply immediately to slash your cloud bills and strengthen compliance posture. By the end of this course, you will be able to: • Analyze cloud usage and billing reports to identify under-utilized resources • Evaluate the effectiveness of tagging and policy enforcement for resource governance • Create automation scripts to enforce cost, security, and compliance policies This course is unique because it combines real-world enterprise scenarios with hands-on automation development, teaching you to build the same cost optimization and governance systems used by leading tech companies. To be successful in this course, you should have a background in cloud infrastructure management, basic scripting knowledge, and familiarity with Infrastructure as Code principles.

单元详情

Learners will master systematic cloud cost analysis techniques by examining real AWS billing data to uncover hidden inefficiencies and develop data-driven optimization strategies.

涵盖的内容

3个视频2篇阅读材料2个作业

3个视频总计13分钟

The Hidden Cost Crisis: Cloud Bills Spiral Out of Control3分钟
Cloud Usage Analytics: Essential Concepts and Metrics6分钟
Step-by-Step AWS Billing Analysis: From Dashboard to Insights4分钟

2篇阅读材料总计20分钟

AWS Billing Dashboard Deep Dive: Interpreting Usage Data for Optimization10分钟
Advanced Usage Analytics: Identifying Rightsizing and Termination Opportunities10分钟

2个作业总计23分钟

AWS Billing Analysis Challenge: Uncover Hidden Cost Optimization Opportunities15分钟
Cloud Usage Analysis Knowledge Check8分钟

Learners will systematically assess governance frameworks by analyzing tagging compliance reports, measuring policy enforcement effectiveness, and identifying gaps that compromise cost control and security compliance.

涵盖的内容

3个视频1篇阅读材料2个作业

3个视频总计17分钟

When Governance Fails: The Hidden Cost of Policy Gaps5分钟
Governance Metrics That Matter: Measuring Policy Success8分钟
AWS Config Rules Analysis: Systematic Compliance Evaluation4分钟

1篇阅读材料总计10分钟

Governance Policy Assessment Framework: Measuring What Matters10分钟

2个作业总计21分钟

Enterprise Governance Assessment: Policy Effectiveness Deep Dive18分钟
Governance Policy Effectiveness Knowledge Check3分钟

Learners will develop Infrastructure as Code solutions using Terraform and Sentinel to automate policy enforcement, transforming reactive governance into proactive prevention systems that maintain compliance without manual intervention.