آموزش مدیریت مالی ابری (FinOps) برای هوش مصنوعی مولد و رایانش ابری - آخرین آپدیت

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Updated Content (December 2025) >> FinOps for GenAI & Cloud Computing

• 01 FinOps for Generative AI and Cloud Computing Managing Costs in the AI Era

• 02 Foundations of FinOps and Cloud Economics

• 03 Introduction to FinOps Maximizing Cloud Value Through Collaboration

• 04 FinOps Principles Collaboration Accountability and Optimization

• 05 The FinOps Lifecycle Inform Optimize Operate

• 06 FinOps Personas Engineering Finance Product and Leadership

• 07 Cloud vs Traditional IT Financial Management The New Paradigm

• 08 CapEx vs OpEx in Cloud Computing

• 09 Cloud Pricing Models Overview Navigating Cost in the Cloud Era

• 10 Cloud Billing vs Usage vs Cost vs Amortization Understanding the Financial..

• 11 Shared Responsibility in Cloud Cost Management Who Owns What

• 12 Cloud Cost Terminology Metering SKUs and Rates Explained

• 13 Understanding Compute Pricing VMs Instances and Containers in 2025

• 14 Understanding Storage Pricing Object Block and Archive Storage in 2025

• 15 Understanding Network Pricing

• 16 Managed Services Pricing Databases Analytics and Messaging in 2025

• 17 On Demand vs Reserved Instances vs Savings Plans

• 18 Spot and Preemptible Instances Cost Effective Cloud Computing

• 19 Committed Use Discounts in Cloud

• 20 License Included vs BYOL and Marketplace and Third Party Costs in Cloud

• 21 FinOps Organizational Models Driving Cloud Financial Excellence

• 22 Cloud Governance and Cost Controls Mastering Financial Discipline in 2025

• 23 Cloud Cost Allocation Strategies Driving Transparency and Accountability

• 24 Cloud FinOps Metrics and KPIs

• 25 Cloud Compute Optimization Maximizing Efficiency and Cutting Costs in 2025

• 26 Cloud Storage and Data Optimization

• 27 Cloud Network Cost Optimization Strategies to Cut Your Bill in 2025

• 28 FinOps for Containers Kubernetes and Serverless

• 29 Kubernetes Cost Management Mastering Efficiency and Visibility

• 30 Serverless and PaaS FinOps Mastering Cost Efficiency in Modern Cloud

• 31 GenAI and ML Cost Fundamentals

• 32 GenAI and ML Infrastructure Basics

• 33 GenAI Cost Drivers Understanding What Really Impacts Your Spend

• 34 FinOps for GenAI Platforms and Models

• 35 GenAI Cost Optimization Strategies

• 36 FinOps for AI Infrastructure Mastering GPU Economics and Hybrid Cloud Costs

• 37 Forecasting Unit Economics and Business Alignment for AI

• 38 FinOps Tooling and Automation Mastering Cloud Cost Efficiency in 2025

• 39 Security Risk and Compliance in FinOps

• 40 Case Studies and Real World Scenarios in Cloud and GenAI FinOps

• 41 The Future of FinOps and Generative AI Navigating the Next Frontier

Bonus: Additional Training Resources

• AI & GenAI Primer Fundamentals for All Employees Everyone!!

• AI GenAI Ethics & Responsible Use Fundamentals for Everyone

• Security & Cloud IT Infrastructure & Server Foundations!!

• Critical Thinking for Leadership & Management Basics!!

• Critical Thinking with AI & GenAI Fundamentals!!

• Generative AI for Leaders Strategy & Innovation

• AI Literacy for All Employees - Fundamentals for Everyone!!

• AI Agents for Cybersecurity Fundamental Basics!!

• AI-Driven SOC Fundamentals of Security Operations!!

• Infrastructure Fundamentals High Availability & Load Balancing

• Building a Personal Brand for Career Success!!

Bonus: Additional Training Resources

• Fundamentals of Change Management in AI & Automation

• Understanding The Circular Economy

• Fundamentals of SAP Modern Cloud & AI Platform

• AI in Operations Management Transforming Business Operations

• Sales and Customer Service AI ML NLP and Sentiment Analysis

• TOGAF Enterprise Architecture The Framework Transforming Organizations

• Six Sigma White Belt

• Six Sigma White Belt What To Do and What Not To Do

• Fundamentals of SLA in IT Service Management

• Why AI ML NLP and Sentiment Analysis Matter in Sales and Customer Support

• AI Agents in Customer Support Sales and Marketing Use Cases Best Practices

• AI Agents in IT Network Systems and Cloud

• AI Agents in Security and IT Cybersecurity Protecting Businesses and Infra

• AI Cybersecurity What to Learn Why It Matters and the Fundamentals

• AI Cybersecurity Limitations and What Not to Do

• AI Cybersecurity Problems Solutions and What to Consider in 2026

• AI Cybersecurity Defending the Future of Digital Trust

• Securing Generative AI Why It Matters and What We Must Solve

• Securing GenAI Systems

• Fundamentals of Cybersecurity in AI and Generative AI

• What NOT to Do When Securing Generative AI

• TOGAF 9

• Six Sigma Black Belt

• Cisco Data Center AI Infrastructure

• CEO Playbook Strategically Integrating Generative AI

• GIAC Certified Incident Handler (GCIH)

• Business English for Networking Success

• AB-100 Microsoft Certified Agentic AI Business Solutions Architect

• Achieving Better WorkLife Balance for Productivity

• Reskilling Your Organization for Future Ready Leadership

• Network System Administration & Cloud Security IT Infra Fundamentals

• Foundations of Customer Service with ChatGPT

• Skills First Leadership Future Proof Your Organization

• DigitalOcean Cloud Simplifying Cloud for Developers and Startups

• Complete TOGAF Fundamentals Versions 9, 9.1, 9.2 & 10!!

• Six Sigma Mastery Program White, Yellow, Green & Black Belts

Bonus: Additional Training Resources

• 01 Reskilling Organizations for the Future Part1

• 02 Reskilling the Organization for the Future Part2

• 03 Reskilling Organizations for the Future What NOT to Do

• 04 Reskilling Organizations for the Future

• 01 Skills First Leadership Future Proofing Your Organization Part1

• 02 Skills First Leadership Future Proofing Your Organization Part2

• 03 Future Proofing Your Organization The Leadership Donts You Cant Afford

• 04 Future Proofing Your Organization The Skills First Leadership Imperative

Bonus: Additional Training Resources: AI in Operations Management & Biz

• 01 Transforming Business Operations The Power of AI in Operations Management

• 02 Foundations of Operations Management

• 03 Introduction to Artificial Intelligence for Business

• 04 Core AI Concepts Relevant to Operations

• 05 Data as the Foundation of AI in Operations

• 06 AI in Process Design and Optimization Revolutionizing Efficiency and

• 07 AI in Demand Forecasting and Planning Revolutionizing Supply Chain Precision

• 08 AI in Supply Chain Management Revolutionizing the Future of Global Trade

• 09 AI in Logistics and Distribution Revolutionizing the Supply Chain in 2026

• 10 AI in Manufacturing and Production Operations Revolutionizing Industry

• 11 AI in Service Operations Management Revolutionizing Service Excellence

• 12 AI in Workforce and Human Operations Revolutionizing Work in 2026

• 13 AI Supported Decision Making in Operations Transforming How Businesses Decide

• 14 Performance Measurement and Operational Analytics From Tradition to AI

• 15 Ethical Legal and Risk Considerations in Operational AI

• 16 Organizational Transformation and Change Management in the AI Era

• 17 AI in Industry Real World Case Studies and Applications

• 18 The Future of AI in Operations Management Transforming How Work Gets Done

Previous Version >> FinOps for GenAI & Cloud Computing

• Introduction FinOps Optimizing Cloud Financial Management

• FinOps for GenAI

• FinOps and Cloud Computing

• QAs + Examples

• Practices + Examples

• Problems and Solutions

More Info >> Cloud Computing:: Basics and Fundamentals [Additional Resources]

• Cloud Computing What It Is and Why It Matters

• Why Should We Learn Cloud Computing

• Public Private Hybrid Community Cloud A Deep Dive

• Cloud Identity and Access Management IAM

• Cloud Services IaaS PaaS SaaS and XaaS Explained

• Cloud Examples High Availability Disaster Recovery Multi Tenancy

• Cloud Networking SDN VPNs and VLANs Explained

• Cloud Disaster Recovery and Business Continuity Examples in Action

• Cloud Encryption Protecting Your Data in the Cloud

• Cloud Performance Tuning and Optimization

• Automation Examples in Cloud Deployment CICD Scripting and APIs

• Cloud Elasticity Scalability On Demand and Metered Services

• Threats and Vulnerabilities in the Cloud An Overview

• Cloud Deployment Models Methods and Examples

• Cloud Storage Deployment Management Examples

• Cloud Monitoring and Logging

• Cloud Application Deployment Strategies Containers Kubernetes and VMs

More Info >> AI Fundamentals: Additional Resources

• The History and Evolution of AI

• AI Definitions and Key Concepts

• Symbolic AI vs Machine Learning vs Generative AI

• AI and Machine Learning

• AI Neural Networks and Deep Learning Revolutionizing Machine Intelligence

• Unlocking the Potential of Generative AI

• The Rise of Large Language Models LLMs

• AI Image and Video Generation DALLE Midjourney and Stable Diffusion

• The Revolution of Audio Speech AI

• AI in Healthcare Revolutionizing Diagnostics and Drug Discovery

• AI in Finance Revolutionizing Fraud Detection and Algorithmic Trading

• AI Powered Content Generation and Sentiment Analysis in Marketing

• AI in Manufacturing Revolutionizing Predictive Maintenance with Robotics

• The Environmental Impact of Large AI Models

• Common AI Implementation Challenges

Further Learning Podcast: TechCast on Key Concepts & FAQs (Fundamentals/Basics)

• Understanding Artificial Intelligence_ Concepts, Applications, and Future

• The Evolution of Artificial Intelligence

• Narrow Versus General Artificial Intelligence

• Real-World Applications of Artificial Intelligence

• The Intelligence Revolution_ An Introduction to Deep Learning

• Understanding AI, Machine Learning, and Deep Learning

• Introduction to Machine Learning Approaches

• Data and Features in Machine Learning_ A Primer

• Machine Learning Model Training and Testing_ A Concise Overview

• Popular AI Tools and Frameworks_ TensorFlow, PyTorch, Scikit-learn

• Natural Language Processing_ Core Concepts and Applications

• AI in Computer Vision and Speech Recognition

• Ethical AI Development_ Principles and Considerations

• The Importance of Transparency in Artificial Intelligence

• AI Implementation Challenges

• AI Data Types_ A Comprehensive Overview

• AI Data Preprocessing_ Cleaning, Formatting, and Transformation

• Big Data's Foundational Role in Artificial Intelligence

• Machine Learning Algorithms_ Decision Trees, Linear Regression, KNN

• Deep Learning & Neural Networks_ Power, Challenges, Future

• Machine Learning_ Data Splitting for Reliable Models

• AI Automation_ Transforming Tasks and Processes

• RPA and AI_ Transforming Business Processes

• AI in Daily Life_ Assistants, Recommendations, and Beyond

• AI Revolution in Business and Consumer Products

• AI Bias_ Origins, Types, Impact, and Mitigation

• AI Data Privacy and Security_ Issues and Solutions

Support Materials: Briefings, Docs, FAQs & Glossary

• Download >> Udemy Mana AI Study Guide & FAQ

Further Learning Support Materials: Docs + Podcast(TechCast Key Concepts FAQs)

• Introduction to Generative AI_ Foundations and Future

• Udemy Mana Introduction to Generative AI_ Foundations and Future

• Virtual Machine Basics and Fundamentals

• Udemy Mana Virtual Machine Basics and Fundamentals

• DigitalOcean vs Other Cloud Platforms_ A Comparative Analysis

• Udemy Mana DigitalOcean vs Other Cloud Platforms_ A Comparative Analysis

• Server and VM Virtualization_ Problems and Solutions

• Udemy Mana Server and VM Virtualization_ Problems and Solutions