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Il y a 3 modules dans ce cours
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.
Learners will master systematic cloud cost analysis techniques by examining real AWS billing data to uncover hidden inefficiencies and develop data-driven optimization strategies.
Inclus
3 vidéos2 lectures2 devoirs
Afficher les informations sur le contenu du module
3 vidéos•Total 13 minutes
The Hidden Cost Crisis: Cloud Bills Spiral Out of Control•3 minutes
Cloud Usage Analytics: Essential Concepts and Metrics•6 minutes
Step-by-Step AWS Billing Analysis: From Dashboard to Insights•4 minutes
2 lectures•Total 20 minutes
AWS Billing Dashboard Deep Dive: Interpreting Usage Data for Optimization•10 minutes
Advanced Usage Analytics: Identifying Rightsizing and Termination Opportunities•10 minutes
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.
Inclus
3 vidéos1 lecture2 devoirs
Afficher les informations sur le contenu du module
3 vidéos•Total 17 minutes
When Governance Fails: The Hidden Cost of Policy Gaps•5 minutes
Governance Metrics That Matter: Measuring Policy Success•8 minutes
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.
Inclus
3 vidéos1 lecture3 devoirs
Afficher les informations sur le contenu du module
3 vidéos•Total 14 minutes
From Reactive to Proactive: The Automation Transformation•3 minutes
Infrastructure as Code Governance: Terraform and Sentinel Fundamentals•9 minutes
Building Governance Automation: Terraform and Sentinel Implementation•2 minutes
1 lecture•Total 10 minutes
Policy-as-Code Implementation: Building Automated Governance Systems•10 minutes
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