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Data-Driven HR Analytics with AI Tools · LearnSpace
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Data-Driven HR Analytics with AI Tools

Курс от Automatic Data Processing, Inc. (ADP)
Средний≈ 7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Today’s HR teams need strong data literacy and the ability to use AI safely, ethically, and effectively. In this course, you’ll learn the full HR analytics lifecycle, from preparing datasets and building dashboards to communicating insights and monitoring outcomes, augmented with responsible, human‑validated AI. Using synthetic HR datasets (never real employee data) and tool‑agnostic conceptual AI demonstrations, you’ll practice analyzing trends, drafting stakeholder‑specific insights, identifying risks, and validating AI‑generated outputs. You’ll explore data storytelling, ethical phrasing, bias mitigation, and AI pitfalls, while completing hands‑on activities and role‑based exercises aligned to modern HR analytics work.

Навыки, которые вы освоите

AnalyticsData AnalysisDashboardData StorytellingData VisualizationKey Performance Indicators (KPIs)Data PresentationData LiteracyAnalysisDecision Support SystemsPersonally Identifiable InformationData EthicsHuman Resource ManagementDashboard CreationPerformance ImprovementInformation PrivacyWorkforce PlanningHuman ResourcesData-Driven Decision-MakingTrend Analysis

Программа курса

4 модулей · 70 учебных материалов

01Analytics Overview: Finding and Preparing Your Data19 материалов

What Are Data, Metrics and Analytics?

What Are the Differences Between Data, Metrics, and Analytics?Видео3 Components of HR AnalyticsЧтениеBenefits of HR AnalyticsЧтениеHR Analytics in Action!Чтение

Defining Goals and Success Metrics

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ADP Learning Academy

Преподаватель курса

Data-Driven HR Analytics with AI Tools
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 7 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Defining Your GoalsЧтение
The Importance of Defining Goals and Success MetricsВидео
Safe AI Data Practices for HR AnalyticsЧтение
AI Data Preparation and Responsible UseЧтение
Capturing Your Data: Common HR Analytics MetricsPLUGIN
Common HR Metrics Reference GuideЧтение
PII Redaction Drill PLUGIN
Resource: Data Readiness & PII Redaction ChecklistЧтение

Preparing Your Datasets and Wrap Up

Preparing Your Data for AnalysisЧтениеAI in Data Preparation: Quality ChecksВидео Spark Blog: Data CleansingЧтениеDirty Data: A ReflectionОбсуждениеHR Analytics Pipeline: Where AI FitsВидеоModule 1 RecapВидеоKnowledge Check!Задание
02Building Dashboards and Analyzing Your Data15 материалов

Building an Effective Analytics Dashboard

What is an HR Analytics Dashboard?ЧтениеSetting Up Your HR Analytics DashboardВидеоUsing Excel When You Don’t Have an HR Analytics ToolЧтениеUseful Excel FunctionsЧтениеAI‑Driven Dashboard PersonalizationВидео

Method for Analyzing people Analytics and Dashboards

The Nature of Analysis: Qualitative, Quantitative, and Predictive ЧтениеThe Scope of Analysis: Micro and MacroPLUGINExamine a Data VisualizationPLUGINInvestigative QuestionsЧтениеAI‑Assisted YoY Trend Interpretation & Variance AnalysisЧтениеAI-Assisted Trend Interpretation Practice ЗаданиеPush Back on Over‑Confident AIDIALOGUE

Putting It All Together

Using HR Analytics to Reduce CostsВидеоEmployee Feedback Summarization DIALOGUEKnowledge Check!Задание
03Storytelling With Data and Inspiring Action24 материалов

Business Storytelling and Analytics Initiatives

Why StorytellingВидеоDefining Data StorytellingЧтениеWhat is Data Storytelling?ВидеоData Storytelling vs. Data ReportingЧтениеStorytelling StrategyPLUGINSee It In Action!ВидеоTailoring Your MessagePLUGINBias & Guardrails in Wording ЧтениеAI‑Assisted Narrative & CTA Drafting Задание

Visual Considerations for Analytics Presentations

Design Techniques for Effective Data Visualizations ЧтениеTypes of VisualizationsPLUGINCharts to Avoid and a Resource!ЧтениеUnderstanding Visual HierarchyВидеоApplying Visual HierarchyPLUGINTypography FundamentalsВидео

Creating Effective Calls to Action in Presentations

The Value of a Call to Action (CTA)ВидеоEncouraging Action with a Strong CTAPLUGINKnowledge Check!Задание
04 Maximizing Impact: Implementing and Monitoring Analytics Results for Success12 материалов

The Value of Creating an Implementation Plan

The Value of an Implementation PlanВидеоImplementation Plan: Process OverviewЧтениеCrafting an Implementation PlanЧтениеImplementation Plan ExampleЧтениеAI-Assisted Monitoring SummaryЗадание

Monitoring Your Results

Effectively Monitoring Your Implementation PlanЧтениеWhat Would You Monitor Monthly vs. QuarterlyDIALOGUEInterpret the Signal: Understanding Trends and Variance in HR MetricsВидеоDecide the Action: Applying Judgement, Risk, and EscalationВидеоOverride Decision Log ЗаданиеKnowledge Check!ЗаданиеFinal Project: From Question to Action with AI‑Aware GovernanceЗадание
Strategic Color UsageЧтение
Cognitive Design PrinciplesPLUGIN
Gestalt Principles of Visual PerceptionЧтение
Storytelling with Data VisualizationsPLUGIN
Practical ApplicationВидео
Design Best Practices: A Self‑Study ReferenceЧтение