CLOUD FINOPS WITH AI

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The Cloud FinOps with AI course is designed for professionals who want to understand and manage cloud costs while using AI to improve financial decision-making. The training covers cloud cost management, budgeting, cost allocation, optimization, usage monitoring, FinOps practices, and AI-based insights across cloud environments. Through practical projects, assignments, and job-oriented scenarios, learners gain skills to identify unnecessary cloud spending and improve cost efficiency without affecting business performance. This course is ideal for cloud professionals, DevOps engineers, finance professionals, FinOps practitioners, IT managers, business analysts, and beginners looking to build skills in cloud financial management and AI.

Duration of Training : 80 Hours
Batch type : Weekdays/Weekends
Mode of Training : Classroom/Online/Corporate Training
Detailed Syllabus • Hands-on Labs • Assignments • Support-Focused • Implementation

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Overview

The Syllabus

Curriculum Designed by Experts

1. Course Overview

FinOps with AI is a job-oriented program covering cloud cost management, financial governance, cloud optimization, budgeting, forecasting, FinOps automation, and the use of AI/Generative AI for cloud cost analysis and optimization.

Complete Learning Path

Cloud Fundamentals
↓
FinOps Fundamentals
↓
Cloud Billing & Cost Management
↓
Cost Allocation & Tagging
↓
Budgets & Forecasting
↓
Cost Optimization
↓
AWS + Azure + GCP FinOps
↓
FinOps Automation
↓
Cloud Unit Economics
↓
FinOps + DevOps / Engineering
↓
AI for FinOps
↓
GenAI Cost Analysis & Recommendations
↓
AI-Based Anomaly Detection
↓
Automated Cloud Optimization
↓
Enterprise FinOps Capstone

2. Prerequisites

• Basic Cloud Computing knowledge
• Understanding of AWS, Azure or GCP is helpful
• Basic Linux knowledge
• Basic networking concepts
• Basic Excel knowledge
• Basic understanding of databases is helpful
• Basic Python knowledge is beneficial
• No prior FinOps experience required

3. Module 1 — Cloud & Financial Fundamentals

Fundamentals
• Cloud Computing Overview
• IaaS, PaaS, SaaS
• Public, Private & Hybrid Cloud
• AWS, Azure & GCP Overview
• Cloud Resource Consumption
• CAPEX vs OPEX
• Cloud Billing Fundamentals
• Direct vs Indirect Costs
• Fixed vs Variable Costs
• Cloud Economics

Core Technical Topics
• Compute Costs
• Storage Costs
• Database Costs
• Networking Costs
• Data Transfer Costs
• Licensing Costs
• Managed Services Costs
• Serverless Costs
• Container Costs

Hands-On Labs
1. Cloud Resource Inventory
2. Cloud Cost Component Analysis
3. Compute Cost Comparison
4. Storage Cost Comparison
5. Network/Data Transfer Cost Analysis

Assignment
Analyze the monthly cloud infrastructure cost of a sample enterprise environment.

Job-Oriented Scenario
A company migrated from on-premises infrastructure to cloud but its monthly bill increased unexpectedly. Identify the major cost drivers and recommend corrective actions.

4. Module 2 — Finops Fundamentals

Core Topics
• What is FinOps?
• FinOps Principles
• FinOps Lifecycle
• Inform
• Optimize
• Operate
• FinOps Culture
• Collaboration between:
o Finance
o Engineering
o Operations
o Procurement
o Management
• FinOps Stakeholders
• FinOps Operating Model
• Cloud Cost Accountability

Hands-On Labs
• Build FinOps Operating Model
• Identify FinOps Stakeholders
• Create Cost Ownership Matrix
• Define Cloud Cost Policies

Assignment
Design a FinOps operating model for a mid-sized organization.

Job Scenario
Engineering teams are creating cloud resources without understanding their financial impact. Design a cost accountability process.

5. Module 3 — Cloud Billing & Cost Management

AWS
• AWS Billing
• Cost Explorer
• AWS Budgets
• Cost & Usage Reports
• Pricing Calculator
• Billing Dashboard

Azure
• Cost Management
• Cost Analysis
• Budgets
• Azure Pricing Calculator
• Cost Alerts

GCP
• Cloud Billing
• Cost Management
• Budgets
• Reports
• Pricing Calculator

Hands-On Labs
1. AWS Cost Explorer
2. AWS Budget Creation
3. AWS Cost Reports
4. Azure Cost Analysis
5. Azure Budget Alerts
6. GCP Billing Reports
7. Multi-Cloud Cost Comparison

Assignment
Create a monthly cloud cost reporting dashboard for AWS, Azure and GCP.

6. Module 4 — Cost Allocation, Tagging Governance

Core Topics
• Cost Allocation
• Resource Tagging
• AWS Tags
• Azure Tags
• GCP Labels
• Cost Centers
• Business Units
• Projects
• Applications
• Environments
• Owner Tags
• Department Allocation
• Shared Cost Allocation
• Chargeback
• Showback

Hands-On Labs
• AWS Tagging Strategy
• Azure Tagging Strategy
• GCP Label Strategy
• Cost Center Mapping
• Department Cost Allocation
• Chargeback Report

Assignment
Create an enterprise-wide cloud tagging and cost allocation strategy.

Job Scenario
Management asks for the exact monthly cloud spend of Development, QA and Production separately. Implement an allocation model.

7. Module 5 — Budgeting & Forecasting

Core Topics
• Cloud Budgeting
• Monthly Budget
• Annual Budget
• Department Budget
• Project Budget
• Application Budget
• Forecasting
• Actual vs Budget
• Variance Analysis
• Budget Alerts
• Cost Trends
• Seasonal Forecasting
• Commitment Planning

Hands-On Labs
1. Create Cloud Budget
2. Configure Cost Alerts
3. Actual vs Budget Analysis
4. Forecast Monthly Spend
5. Department Budget Model
6. Project Cost Forecast

Assignment
Create a 12-month cloud financial forecast.

8. Module 6 — Cloud Cost Optimization

Compute Optimization
• Rightsizing
• Idle Resources
• Underutilized Resources
• Auto Scaling
• Instance Selection
• Serverless Optimization

Storage Optimization
• Storage Tiering
• Lifecycle Policies
• Unused Volumes
• Snapshot Management
• Object Storage Optimization

Database Optimization
• Database Rightsizing
• Read Replicas
• Reserved Capacity
• Serverless Database Options
• Idle Database Detection
Networking
• Data Transfer
• Cross-Region Costs
• Cross-AZ Costs
• CDN
• Network Architecture Optimization

Hands-On Labs
• EC2 Rightsizing
• Azure VM Optimization
• GCP Compute Optimization
• Unused Resource Detection
• S3 Cost Optimization
• Azure Storage Optimization
• GCP Storage Optimization

Mini Project
Cloud Waste Reduction Project

9. Module 7 — Aws Finops

Core Topics
• AWS Organizations
• AWS Billing
• Cost Explorer
• AWS Budgets
• AWS Cost & Usage Report
• Cost Allocation Tags
• Savings Plans
• Reserved Instances
• Spot Instances
• EC2 Optimization
• EBS Optimization
• S3 Optimization
• RDS Optimization
• Lambda Cost Optimization
• EKS Cost Optimization

Hands-On Labs
1. AWS Cost Explorer
2. AWS Budget
3. Cost Allocation Tags
4. Idle EC2 Detection
5. EBS Optimization
6. S3 Lifecycle Optimization
7. RDS Rightsizing
8. Savings Plan Analysis
9. Spot Instance Analysis
10. EKS Cost Analysis

Assignment
Reduce a simulated AWS monthly bill by 20–30% without affecting application availability.

10. Module 8 — Azure Finops

Core Topics
• Azure Cost Management
• Cost Analysis
• Budgets
• Cost Alerts
• Azure Advisor
• Azure Reservations
• Azure Savings Plans
• VM Rightsizing
• Storage Optimization
• SQL Cost Optimization
• AKS Cost Optimization
• Azure Policy
• Management Groups
• Subscriptions
• Resource Groups

Hands-On Labs
• Azure Cost Analysis
• Budget Creation
• Cost Alert
• VM Rightsizing
• Azure Advisor Recommendations
• Storage Optimization
• AKS Cost Analysis
• Subscription Cost Allocation

Mini Project
Azure Enterprise Cost Optimization Dashboard

11. Module 9 — Google Cloud Finops

Core Topics
• Cloud Billing
• Cost Reports
• Budgets
• Cost Alerts
• BigQuery Billing Export
• Labels
• Projects
• Folders
• Organizations
• Committed Use Discounts
• Compute Optimization
• Storage Optimization
• BigQuery Cost Optimization
• GKE Cost Optimization

Hands-On Labs
• GCP Budget
• Billing Reports
• BigQuery Billing Export
• Label-Based Cost Allocation
• Compute Optimization
• BigQuery Cost Analysis
• GKE Cost Analysis

Assignment
Create a GCP project-level cost allocation and optimization model.

12. Module 10 — Multi-cloud Finops

Core Topics
• AWS + Azure + GCP Cost Management
• Multi-Cloud Cost Visibility
• Normalization
• Cost Allocation
• Unified Reporting
• Cross-Cloud Comparison
• Cloud Provider Pricing Comparison
• Workload Placement
• Multi-Cloud Governance

Hands-On Labs
1. AWS vs Azure Cost Comparison
2. AWS vs GCP Cost Comparison
3. Multi-Cloud Dashboard
4. Unified Cost Report
5. Multi-Cloud Budget

Mini Project
Multi-Cloud Cost Management Dashboard

13. Module 11 — Finops For Containers & Kubernetes

Core Topics
• Kubernetes Cost Management
• EKS Cost
• AKS Cost
• GKE Cost
• Namespace Cost
• Pod Cost
• Cluster Cost
• CPU/Memory Allocation
• Requests & Limits
• Idle Capacity
• Cluster Autoscaling
• Node Optimization
• Container Rightsizing

Hands-On Labs
• Kubernetes Resource Analysis
• Namespace Cost Allocation
• Pod Cost Analysis
• EKS Cost Optimization
• AKS Cost Optimization
• GKE Cost Optimization

Mini Project
Kubernetes Cost Optimization Platform

14. Module 12 — Finops + Devops

Core Topics
• FinOps in CI/CD
• Infrastructure as Code Cost Estimation
• Terraform Cost Analysis
• Deployment Cost Impact
• Cost Gates
• Cost Policies
• DevOps + FinOps Collaboration
• Cost-Aware Architecture
• FinOps in Agile

Hands-On Labs
• Terraform Cost Estimation
• CI/CD Cost Check
• Cost Policy
• Deployment Cost Comparison
• Infrastructure Change Cost Analysis

Assignment
Implement a cost approval process within a DevOps pipeline.

15. Module 13 — Finops Automation With Python

Python Fundamentals
• Variables
• Data Types
• Conditions
• Loops
• Functions
• Lists
• Dictionaries
• File Handling
• JSON
• CSV
• APIs

FinOps Automation
• AWS SDK/Boto3
• Azure APIs
• GCP APIs
• Cost Data Extraction
• Cost Report Generation
• Idle Resource Detection
• Automated Alerts
• Automated Recommendations

Hands-On Labs
1. AWS Cost Extraction Script
2. Azure Cost Extraction
3. GCP Cost Extraction
4. Idle EC2 Detection
5. Unused Storage Detection
6. Automated Cost Report
7. Cost Alert Automation

Mini Project
Python-Based Cloud Cost Optimization Automation Tool

16. Module 14 — AI For Finops

AI Fundamentals
• AI Fundamentals
• Machine Learning Overview
• Generative AI
• Large Language Models
• Prompt Engineering
• AI APIs
• AI-Based Decision Support

AI in FinOps
• AI Cost Analysis
• AI Cost Classification
• AI Forecasting
• AI Anomaly Detection
• AI Recommendations
• AI-Based Rightsizing
• AI Waste Detection
• AI Cost Summarization
• Natural Language Cloud Cost Queries

Hands-On Labs
1. AI Cloud Cost Analyst
2. AI Cost Summary Generator
3. AI Cost Anomaly Detection
4. AI Rightsizing Recommendation
5. AI Budget Analysis
6. Natural Language Cost Query

Assignment
Build an AI assistant that analyzes cloud cost data and generates optimization recommendations

17. Module 15 — Generative AI For Finops

Core Topics
• LLMs for FinOps
• Prompt Engineering
• Structured Prompts
• Cost Data Analysis with LLMs
• RAG Concepts
• FinOps Knowledge Base
• AI Agents
• Function Calling
• API Integration
• Automated Recommendations
• Human Approval Workflows
• AI Governance

Example Use Cases
Prompt:
“Analyze this month’s AWS cost report and identify the top five cost increases.”
AI can generate:
• Cost drivers
• Anomalies
• Possible causes
• Optimization recommendations
• Expected savings
• Risk level
• Recommended action

Hands-On Labs
• Build FinOps Chatbot
• Build Cost Analysis Assistant
• Create FinOps RAG Knowledge Base
• AI Cost Recommendation Engine
• AI-Based Budget Assistant

18. Module 16 — AI - based Cost Anomaly Detection

Core Topics
• Cost Anomalies
• Baseline Analysis
• Historical Cost Patterns
• Thresholds
• Statistical Anomaly Detection
• ML-Based Anomaly Detection
• Sudden Spend Detection
• Service-Level Anomalies
• Account-Level Anomalies

Hands-On Labs
1. Detect Abnormal Spending
2. Cost Trend Analysis
3. Service-Level Anomaly Detection
4. AI Anomaly Classification
5. Automated Alert Generation

Mini Project
AI-Powered Cloud Cost Anomaly Detection System

19. Module 17 — Cloud Unit Economics

Core Topics
• Unit Economics
• Cost per Customer
• Cost per Transaction
• Cost per User
• Cost per API Call
• Cost per Application
• Cost per Product
• Revenue vs Cloud Cost
• Gross Margin
• Cloud Cost KPIs
• Business Value

Hands-On Lab
Calculate the cloud cost of delivering one customer transaction.

Assignment
Develop a Cloud Unit Economics model for an SaaS application.

20. Module 18 — Finops KpI & Reporting

Key Metrics
• Total Cloud Spend
• Budget Variance
• Forecast Accuracy
• Cost Savings
• Avoided Cost
• Waste
• Utilization
• Commitment Utilization
• Unit Cost
• Cost per Customer
• Cost per Application
• Cost per Business Unit

Dashboards
• Executive Dashboard
• Finance Dashboard
• Engineering Dashboard
• Cloud Operations Dashboard
• Application Cost Dashboard

Tools
• Power BI
• Excel
• AWS Cost Explorer
• Azure Cost Management
• GCP Billing
• Looker/Looker Studio

Mini Project
Executive FinOps KPI Dashboard

21. Module 19 — Finops Governance & Policy

Core Topics
• Cloud Governance
• Financial Policies
• Resource Policies
• Tagging Policies
• Budget Policies
• Approval Workflows
• Cost Thresholds
• Security + Cost Governance
• Compliance
• FinOps Operating Model
• Executive Reporting

Hands-On Labs
• Cloud Cost Policy
• Tagging Policy
• Budget Policy
• Resource Governance
• Cost Approval Workflow

22. Module 20 — Real-time Job Scenarios

• AWS monthly bill increases by 40%.
• Azure subscription exceeds its monthly budget.
• GCP project shows unexpected BigQuery spending.
• Production EC2 instances are underutilized.
• Developers create resources without mandatory tags.
• Kubernetes cluster has excessive idle capacity.
• Data transfer costs suddenly increase.
• Cloud database costs exceed application revenue.
• AI workloads create unexpected GPU expenses.
• Multiple business units share the same cloud resources.
• Management requests a monthly cloud savings report.
• Finance needs forecasted cloud expenditure for the next quarter.
• Engineering wants to deploy a new architecture and asks for its expected monthly cost.
• A cloud migration project needs a TCO comparison.
• A company wants to determine whether Reserved Instances/Savings Plans are financially beneficial.

23. Troubleshooting Scenarios

Cost Issues
• Unexpected cost spike
• Billing anomaly
• Incorrect cost allocation
• Missing tags
• Unallocated resources
• Duplicate resources
• Idle resources
• Forgotten development environments

AWS
• EC2 cost increase
• EBS cost increase
• S3 cost increase
• Data transfer spike
• RDS cost increase
• EKS cost increase
• Savings Plan utilization issues

Azure
• VM cost spike
• Storage cost increase
• AKS cost increase
• Reservation utilization issues
• Subscription budget alerts

GCP
• BigQuery cost increase
• GKE cost increase
• Compute cost increase
• Project-level billing anomaly

AI
• Incorrect AI cost recommendation
• Poor anomaly detection
• Hallucinated optimization recommendation
• Inaccurate cost forecast
• AI-generated recommendation lacks sufficient evidence

24. Industry Tools

Cloud FinOps
• AWS Cost Explorer
• AWS Budgets
• AWS Cost & Usage Report
• AWS Pricing Calculator
• Azure Cost Management
• Azure Advisor
• Azure Pricing Calculator
• GCP Cloud Billing
• GCP Pricing Calculator
FinOps Platforms
• Apptio Cloudability
• Flexera One
• Harness Cloud Cost Management
• Kubecost
• CloudZero
• Vantage
Data & Visualization
• Power BI
• Excel
• Tableau
• Looker
• Looker Studio
• SQL
• Python
Automation
• Terraform
• Python
• Boto3
• AWS CLI
• Azure CLI
• Google Cloud CLI
• REST APIs
AI
• Generative AI platforms
• LLM APIs
• AI Agents
• RAG
• Vector Databases
• Prompt Engineering Tools

25. Best Practices

• Establish clear cost ownership.
• Implement mandatory tagging/labeling.
• Continuously monitor cloud spend.
• Automate anomaly detection.
• Implement budgets and alerts.
• Rightsize resources regularly.
• Eliminate idle resources.
• Optimize storage lifecycle.
• Monitor data-transfer costs.
• Evaluate commitments carefully.
• Implement unit economics.
• Integrate FinOps into DevOps.
• Use Infrastructure as Code.
• Automate repetitive FinOps activities.
• Keep humans involved in high-impact optimization decisions.
• Validate AI recommendations against actual billing and architecture data.
• Maintain governance over AI-generated recommendations.

26. Certification Names

FinOps
FinOps Certified Practitioner
FinOps Certified Engineer
FinOps Certified Professional
FinOps Certified FOCUS Analyst

Cloud
AWS Certified Cloud Practitioner
AWS Certified CloudOps Engineer – Associate
Microsoft Certified: Azure Fundamentals
Microsoft Certified: Azure Administrator Associate
Google Cloud Digital Leader
Associate Cloud Engineer – Google Cloud

AI
AWS Certified AI Practitioner
Microsoft Certified: Azure AI Fundamentals

Additional AI/ML certifications can be selected according to the learner’s cloud specialization.

27. Mock Interviews

FinOps Interview
FinOps principles + Cloud Economics + Cost Allocation + Optimization + Forecasting

Cloud Interview
AWS + Azure + GCP Cost Management

Scenario Interview
“Your organization’s cloud bill has increased 35% this month. Explain your investigation process.”

AI Interview
AI-based anomaly detection + GenAI + AI recommendations + FinOps automation

28. Resume Preparation

Create an ATS-friendly FinOps / Cloud FinOps Engineer resume highlighting:

Project-Based Resume

Each project should demonstrate:

Business Problem → Cloud Architecture → Cost Analysis → Optimization → Automation → AI Recommendations → Savings/Business Impact

29. Placement Assistance

• ATS Resume Preparation
• LinkedIn Profile Optimization
• FinOps Project Portfolio
• GitHub Portfolio
• Cloud Cost Optimization Case Studies
• Mock Technical Interviews
• Scenario-Based Interviews
• HR Interview Preparation
• Certification Guidance
• Job Role Mapping
• Resume Project Documentation
• Interview Question Preparation

30. Target Job Roles

Entry Level
• Cloud Cost Analyst
• FinOps Analyst
• Cloud Support Engineer
• Cloud Operations Analyst
• Junior FinOps Engineer

Mid Level
• FinOps Engineer
• Cloud Cost Optimization Engineer
• Cloud Financial Analyst
• Cloud Governance Analyst
• Cloud Operations Engineer

Advanced
• Senior FinOps Engineer
• FinOps Consultant
• Cloud Economics Consultant
• FinOps Architect
• Cloud Cost Optimization Architect
• Multi-Cloud FinOps Specialist
• AI FinOps Engineer

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FinOps with AI Course Course Certification With Training In Bangalore

Q: 1. Course Overview

FinOps with AI is a job-oriented program covering cloud cost management, financial governance, cloud optimization, budgeting, forecasting, FinOps automation, and the use of AI/Generative AI for cloud cost analysis and optimization. Complete Learning Path Cloud Fundamentals ↓ FinOps Fundamentals ↓ Cloud Billing & Cost Management ↓ Cost Allocation & Tagging ↓ Budgets & Forecasting ↓ Cost Optimization ↓ AWS + Azure + GCP FinOps ↓ FinOps Automation ↓ Cloud Unit Economics ↓ FinOps + DevOps / Engineering ↓ AI for FinOps ↓ GenAI Cost Analysis & Recommendations ↓ AI-Based Anomaly Detection ↓ Automated Cloud Optimization ↓ Enterprise FinOps Capstone

Q: 3. Module 1 — Cloud & Financial Fundamentals

Fundamentals • Cloud Computing Overview • IaaS, PaaS, SaaS • Public, Private & Hybrid Cloud • AWS, Azure & GCP Overview • Cloud Resource Consumption • CAPEX vs OPEX • Cloud Billing Fundamentals • Direct vs Indirect Costs • Fixed vs Variable Costs • Cloud Economics Core Technical Topics • Compute Costs • Storage Costs • Database Costs • Networking Costs • Data Transfer Costs • Licensing Costs • Managed Services Costs • Serverless Costs • Container Costs Hands-On Labs 1. Cloud Resource Inventory 2. Cloud Cost Component Analysis 3. Compute Cost Comparison 4. Storage Cost Comparison 5. Network/Data Transfer Cost Analysis Assignment Analyze the monthly cloud infrastructure cost of a sample enterprise environment. Job-Oriented Scenario A company migrated from on-premises infrastructure to cloud but its monthly bill increased unexpectedly. Identify the major cost drivers and recommend corrective actions.

Q: 4. Module 2 — Finops Fundamentals

Core Topics • What is FinOps? • FinOps Principles • FinOps Lifecycle • Inform • Optimize • Operate • FinOps Culture • Collaboration between: o Finance o Engineering o Operations o Procurement o Management • FinOps Stakeholders • FinOps Operating Model • Cloud Cost Accountability Hands-On Labs • Build FinOps Operating Model • Identify FinOps Stakeholders • Create Cost Ownership Matrix • Define Cloud Cost Policies Assignment Design a FinOps operating model for a mid-sized organization. Job Scenario Engineering teams are creating cloud resources without understanding their financial impact. Design a cost accountability process.

Q: 5. Module 3 — Cloud Billing & Cost Management

AWS • AWS Billing • Cost Explorer • AWS Budgets • Cost & Usage Reports • Pricing Calculator • Billing Dashboard Azure • Cost Management • Cost Analysis • Budgets • Azure Pricing Calculator • Cost Alerts GCP • Cloud Billing • Cost Management • Budgets • Reports • Pricing Calculator Hands-On Labs 1. AWS Cost Explorer 2. AWS Budget Creation 3. AWS Cost Reports 4. Azure Cost Analysis 5. Azure Budget Alerts 6. GCP Billing Reports 7. Multi-Cloud Cost Comparison Assignment Create a monthly cloud cost reporting dashboard for AWS, Azure and GCP.

Q: 6. Module 4 — Cost Allocation, Tagging Governance

Core Topics • Cost Allocation • Resource Tagging • AWS Tags • Azure Tags • GCP Labels • Cost Centers • Business Units • Projects • Applications • Environments • Owner Tags • Department Allocation • Shared Cost Allocation • Chargeback • Showback Hands-On Labs • AWS Tagging Strategy • Azure Tagging Strategy • GCP Label Strategy • Cost Center Mapping • Department Cost Allocation • Chargeback Report Assignment Create an enterprise-wide cloud tagging and cost allocation strategy. Job Scenario Management asks for the exact monthly cloud spend of Development, QA and Production separately. Implement an allocation model.

Q: 7. Module 5 — Budgeting & Forecasting

Core Topics • Cloud Budgeting • Monthly Budget • Annual Budget • Department Budget • Project Budget • Application Budget • Forecasting • Actual vs Budget • Variance Analysis • Budget Alerts • Cost Trends • Seasonal Forecasting • Commitment Planning Hands-On Labs 1. Create Cloud Budget 2. Configure Cost Alerts 3. Actual vs Budget Analysis 4. Forecast Monthly Spend 5. Department Budget Model 6. Project Cost Forecast Assignment Create a 12-month cloud financial forecast.

Q: 8. Module 6 — Cloud Cost Optimization

Compute Optimization • Rightsizing • Idle Resources • Underutilized Resources • Auto Scaling • Instance Selection • Serverless Optimization Storage Optimization • Storage Tiering • Lifecycle Policies • Unused Volumes • Snapshot Management • Object Storage Optimization Database Optimization • Database Rightsizing • Read Replicas • Reserved Capacity • Serverless Database Options • Idle Database Detection Networking • Data Transfer • Cross-Region Costs • Cross-AZ Costs • CDN • Network Architecture Optimization Hands-On Labs • EC2 Rightsizing • Azure VM Optimization • GCP Compute Optimization • Unused Resource Detection • S3 Cost Optimization • Azure Storage Optimization • GCP Storage Optimization Mini Project Cloud Waste Reduction Project

Q: 9. Module 7 — Aws Finops

Core Topics • AWS Organizations • AWS Billing • Cost Explorer • AWS Budgets • AWS Cost & Usage Report • Cost Allocation Tags • Savings Plans • Reserved Instances • Spot Instances • EC2 Optimization • EBS Optimization • S3 Optimization • RDS Optimization • Lambda Cost Optimization • EKS Cost Optimization Hands-On Labs 1. AWS Cost Explorer 2. AWS Budget 3. Cost Allocation Tags 4. Idle EC2 Detection 5. EBS Optimization 6. S3 Lifecycle Optimization 7. RDS Rightsizing 8. Savings Plan Analysis 9. Spot Instance Analysis 10. EKS Cost Analysis Assignment Reduce a simulated AWS monthly bill by 20–30% without affecting application availability.

Q: 10. Module 8 — Azure Finops

Core Topics • Azure Cost Management • Cost Analysis • Budgets • Cost Alerts • Azure Advisor • Azure Reservations • Azure Savings Plans • VM Rightsizing • Storage Optimization • SQL Cost Optimization • AKS Cost Optimization • Azure Policy • Management Groups • Subscriptions • Resource Groups Hands-On Labs • Azure Cost Analysis • Budget Creation • Cost Alert • VM Rightsizing • Azure Advisor Recommendations • Storage Optimization • AKS Cost Analysis • Subscription Cost Allocation Mini Project Azure Enterprise Cost Optimization Dashboard

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