آموزش هوش مصنوعی برای تعالی مدیریت داده‌محور - آخرین آپدیت

سرفصل ها و درس ها

Introduction

• Introduction

• Introduction Case Study

Overview

• How can AI help build Excellence in Data Driven Management-Overview

• Overview I

• Overview II- Case Study 1

• Overview II

• Overview III- Case Study 2

• Overview III

• Overview IV- Case Study 3

• Overview IV

Setting the Foundation for Data-Driven AI Integration

• Build a Data Culture

• Setting the Foundation for Data-Driven AI Integration I

• Establish a Robust Data Infrastructure

• Setting the Foundation for Data-Driven AI Integration II

• Leverage the Right AI Tools

• Setting the Foundation for Data-Driven AI Integration III

• Setting the Foundation for Data-Driven AI Integration Case Study

Using AI to Extract Insights from Data

• Descriptive Analytics (What happened?)

• Using AI to Extract Insights from Data I

• Diagnostic Analytics (Why did it happen?)

• Using AI to Extract Insights from Data II

• Predictive Analytics (What will happen?)

• Using AI to Extract Insights from Data III

• Prescriptive Analytics (What should we do?)

• Using AI to Extract Insights from Data IV

• Using AI to Extract Insights from Data Case Study

Operationalizing AI for Decision-Making

• Real-time Dashboards with Intelligent Alerts

• Operationalizing AI for Decision-Making I

• Intelligent Decision Engines

• Operationalizing AI for Decision-Making II

• Executive Summarization via NLG

• Operationalizing AI for Decision-Making III

Automating Processes Using AI

• RPA + AI (Intelligent Automation)

• Automating Processes Using AI I

• AI in Workflow Management

• Automating Processes Using AI II

• AI-Driven Knowledge Management

• Automating Processes Using AI III

Using AI to Support Strategic Management

• Market and Competitor Intelligence

• Using AI to Support Strategic Management I

• Risk Sensing and Mitigation

• Using AI to Support Strategic Management II

• Scenario Planning

• Using AI to Support Strategic Management III

Embedding AI in Performance Management

• Personalized KPIs and Dashboards

• Embedding AI in Performance Management I

• Dynamic Goal Setting

• Embedding AI in Performance Management II

• Continuous Feedback Loops

• Embedding AI in Performance Management III

Building AI Fluency Across the Organization

• Train Leaders and Managers

• Building AI Fluency Across the Organization I

• Cross-Functional Collaboration

• Building AI Fluency Across the Organization II

• Promote Citizen Data Scientists

• Building AI Fluency Across the Organization III

Governance, Ethics & Change Management

• Implement clear policies for AI usage

• Governance, Ethics & Change Management I

• Ensure fairness, transparency, and explainability in AI decisions

• Governance, Ethics & Change Management II

• Manage resistance through transparency and education

• Governance, Ethics & Change Management III

Summary

• Summary

Bonus

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