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Coursera

Analyze and Design AI-Driven Performance Management Systems

EDUCBA via Coursera

Overview

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Learners will be able to analyze modern performance management challenges, apply Generative AI to employee evaluation and engagement, design intelligent performance metrics, and assess the business impact of AI-enabled performance systems. This course equips HR leaders, people managers, and business professionals with practical and strategic capabilities to transform performance management using Generative AI. Learners will explore how AI shifts performance management from static, retrospective reviews to continuous, insight-driven, and development-focused systems. Through structured modules, the course covers AI implementation strategies, employee engagement, emotional intelligence, goal setting, calibration, benchmarking, ROI evaluation, and scalable adoption across teams. What makes this course unique is its balanced, human-centered approach. Rather than treating AI as a replacement for managerial judgment, the course emphasizes responsible, explainable, and ethical AI that augments leadership decision-making. Learners gain exposure to real-world use cases, platform considerations, and future trends, enabling them to make informed, future-ready decisions. By the end of the course, learners will be prepared to design, evaluate, and lead AI-driven performance management initiatives that improve fairness, engagement, and organizational outcomes.

Syllabus

  • Foundations of AI-Enabled Performance Management
    • This module introduces the foundational concepts of performance management enhanced by Generative AI, examining how AI reshapes evaluation models, enables continuous feedback, improves employee engagement, and delivers data-driven metrics, calibration, and ROI insights to support fair, scalable, and strategic performance management systems.
  • Advanced Applications and the Future of AI in Performance Management
    • This module explores advanced and human-centered applications of Generative AI in performance management, focusing on emotional intelligence, goal setting, team dynamics, scalable AI adoption, platform selection, and emerging trends that shape the future of AI-driven performance systems.

Taught by

EDUCBA

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