Are you spending 30% more than necessary on cloud infrastructure? This Short Course was created to help ML and AI professionals accomplish strategic cloud cost optimization through data-driven analysis and predictive modeling.
Optimize, Evaluate, and Forecast Your Cloud Spend
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Optimize, Evaluate, and Forecast Your Cloud Spend
This course is part of Strategic AI Governance Specialization
Instructor: Hurix Digital
Included with
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
2 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Resource optimization needs continuous monitoring of allocated capacity versus real usage to detect waste and bottlenecks.
Smart cloud procurement balances reserved, spot, and on-demand pricing using cost-benefit analysis tied to workload needs.
Strong financial governance relies on predictive models combining historical usage data with upcoming business plans.
Sustainable cloud operations require clear benchmarks, automated monitoring, and collaboration between engineering and finance teams
Skills you'll gain
Details to know
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Recently updated!
January 2026
Taught in English
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This course is part of the Strategic AI Governance Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
- Learn new concepts from industry experts
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There are 3 modules in this course
Learners will master systematic analysis of cloud resource allocation patterns versus actual utilization to identify waste, performance bottlenecks, and cost optimization opportunities.
What's included
1 video1 reading2 assignments
Learners will master comprehensive evaluation of cloud pricing models to make strategic procurement decisions that optimize costs while maintaining performance requirements for AI and ML workloads.
What's included
2 videos2 readings2 assignments
Learners will master the development of sophisticated cost forecasting models that integrate historical consumption patterns with planned business initiatives to enable proactive budget planning and strategic financial governance.
What's included
1 video1 reading3 assignments
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Frequently asked questions
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
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