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LinkedIn Learning

Data-Driven HR: AI-Powered People Analytics for Workforce Planning and Employee Experience

via LinkedIn Learning

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Overview

Syllabus

Introduction
  • Introduction
1. Measuring Employee Experience
  • Why employee experience matters
  • How to measure employee experience
  • Employee surveys do's and don'ts
  • How to improve employee experience
  • Challenge: Improve new hire experience
  • Solution: Improve new hire experience
2. Analytics Application: Talent Acquisition and Hiring
  • How to measure effectiveness of talent acquisition
  • How to improve the effectiveness of TA with analytics
  • Challenge: Storytelling with quality of hire
  • Solution: Storytelling with quality of hire
3. Analytics Application: Retention and Attrition
  • How to measure employee attrition
  • How to improve employee retention with analytics
  • Factors that affect employee attrition
  • How to predict employee attrition
  • Challenge: Storytelling with talent retention
  • Solution: Storytelling with talent retention
4. Analytics Application: Diversity and Inclusion
  • How to measure diversity and inclusion
  • How to improve diversity and inclusion with analytics
  • Challenge: Storytelling with diversity and inclusion
  • Solution: Storytelling with diversity and inclusion
5. Analytics Application: Strategic Workforce Planning
  • How to get started with strategic workforce planning
  • How to translate business strategy into demand forecast
  • How to forecast labor supply
  • Challenge: Labor demand forecast
  • Solution: Labor demand forecast
6. The Role of AI in People Analytics
  • Innovation in AI
  • The power of AI in people analytics
  • The risks of AI in people analytics
  • How to implement AI in HR
Conclusion
  • Next steps and additional resources

Taught by

Serena Huang

Reviews

4.6 rating at LinkedIn Learning based on 830 ratings

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