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Udemy

"Learning Analytics" for L&D Professionals

via Udemy

Overview

6 Exclusive L&D Case Studies + Open Source Data Mining Tool + Kirk Patrick All Levels Incl + 2 Assignment + NLP

What you'll learn:
  • 6 Exclusive L&D Analytics Case Studies with solutions
  • Hands-on practice in Open Source Data Mining Tool (Orange)
  • Sentiment Analytics on Qualitative Participant Feedback using Natural Language Processing (NLP)
  • Employee Feedback Analysis
  • Setting experiments and measuring outcomes for Kirk Patrick Level 4
  • Skills & Behaviors Asssessment - Pre/Post using Statistical Hypothesis Testing - Chi-square, 2t, Paired t
  • Data visualization for Learning Adoption Improvement using Histograms, Boxplots, Descriptive Statistics

As a L&D Professional, you must have organized several workshops on Analytics for other employees in the organization. Have you ever attended any skill-upgrade workshop on "Learning Analytics" that is exclusively meant for L&D Professionals?

This course is designed exclusive for L&D Professionals:

  • 6 Exclusive L&D Case Studies with solutions

  • You will get hands-on practice in Open Source Data Mining Tool (Orange)

  • Course scenarios included Kirk Patrick All Levels which will be analyzed using Data... No more subjective calls

  • Sentiment Analytics on Qualitative Participant Feedback using Natural Language Processing (NLP)

  • 2 Assignment with Key

Following the case studies included in the course with solutions:

  1. Adoption Rate for L&D Interventions

  2. Reaction & Feedback Analytics

  3. Verbatim Analytics using NLP

  4. Skills Evaluation using Analytics

  5. Behavioral Analytics

  6. Results Evaluation thro Experiments


Analytics Concepts covered with L&D Examples :

  • Descriptive Statistics - Central Tendency, Dispersion, Distortion - Skewness & Kurtosis,

  • Histogram, Boxplots, ScatterDiagrams

  • Diagnostic Analytics - Alpha and Beta Risks, Chi-square, 2t Test, Paired t Test


Taught by

Nilakantasrinivasan Janakiraman

Reviews

4.4 rating at Udemy based on 1012 ratings

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