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    "Learning Analytics" For L&D Professionals

    Posted By: ELK1nG
    "Learning Analytics" For L&D Professionals

    "Learning Analytics" For L&D Professionals
    Last updated 1/2021
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
    Language: English | Size: 2.03 GB | Duration: 4h 57m

    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

    Requirements

    No Prior Experience in Analytics is needed

    Description

    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 solutionsYou 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 callsSentiment Analytics on Qualitative Participant Feedback using Natural Language Processing (NLP) 2 Assignment with Key Following the case studies included in the course with solutions:Adoption Rate for L&D InterventionsReaction & Feedback AnalyticsVerbatim Analytics using NLPSkills Evaluation using AnalyticsBehavioral AnalyticsResults Evaluation thro ExperimentsAnalytics Concepts covered with L&D Examples :Descriptive Statistics - Central Tendency, Dispersion, Distortion - Skewness & Kurtosis, Histogram, Boxplots, Scatter DiagramsDiagnostic Analytics - Alpha and Beta Risks, Chi-square, 2t Test, Paired t Test

    Overview

    Section 1: Introduction

    Lecture 1 Introduction

    Lecture 2 Types of L&D Analytics

    Lecture 3 Analytics Mindset for L&D Professionals

    Lecture 4 Software Tools for L&D Analytics

    Lecture 5 Orange Walk-through

    Section 2: Case 1 : Adoption Rate for L&D Interventions

    Lecture 6 Case 1 Background : Learning Adoption

    Lecture 7 Creating a report for L&D Analytics Problem

    Lecture 8 Case 1 Solution : Analytics in EXCEL

    Lecture 9 Sources of Variation - I

    Lecture 10 Sources of Variation - II

    Lecture 11 Creating & Interpreting Boxplots

    Lecture 12 Case 1 Solution : Analytics Solution in Orange Part 1

    Lecture 13 Case 1 Solution : Analytics Solution in Orange Part 2

    Lecture 14 Case 1 Solution : Analytics Solution in Orange Part 3

    Section 3: Case 2 Reaction & Feedback Analytics - Kirk Patrick Level 1

    Lecture 15 Case 2 Background : Reaction & Feedback Analytics

    Lecture 16 Introduction to Diagnostic Analytics & A/B Testing

    Lecture 17 Risks in A/B Testing

    Lecture 18 Chi-Square Test - Theory & Interpretations of Results

    Lecture 19 Case 2 Solution : Reaction & Feedback Analytics

    Section 4: Case 3 : Participant Verbatim Analytics using NLP

    Lecture 20 Case 3 Background : Participant Verbatim Analytics

    Lecture 21 NLP Basics

    Lecture 22 Case 3 Solution : Performing NLP in Orange Part 1

    Lecture 23 Case 3 Solution : Performing NLP in Orange Part 2

    Section 5: Case 4 Behavioral Analytics - Kirk Patrick Level 3

    Lecture 24 Case 4 Background : Behavioral Analytics

    Lecture 25 Case 4 Solution : Behavioral Analytics in Orange

    Section 6: Case 5 : Skills Evaluation using Analytics - Kirk Patrick Level 2

    Lecture 26 How to Select Correct Hypothesis Tests

    Lecture 27 Case 5 Background & Solution : Knowledge Evaluation Analytics

    Section 7: Case 6 : Business Results Evaluation thro Experiments - Kirk Patrick Level 4

    Lecture 28 Case 6 Background : Business Results Evaluation after L&D Intervention

    Lecture 29 Case 6 Solution : Experiment Set-up

    Lecture 30 Case 6 Solution : Analytics in Orange

    Section 8: HR Analytics - Overview Section (Optional)

    Lecture 31 HR Analytics Case Studies

    Lecture 32 Relevance of Analytics in HR

    Lecture 33 History of HR Analytics

    Lecture 34 Foundational Concepts in HR Analytics

    Lecture 35 Maturity Model for HR Analytics

    Section 9: Wrapping up

    Lecture 36 Advanced Analytics - What to learn more

    Learning & Development Professionals (L&D) including Directors, Head, Managers and Executive,Organizational Development (OD) Head,HR Head,Training Managers