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Data-Driven HR: Forecasting, Metrics & Predictive Analytics (课程)

People | Workforce | Predictive Metrics | Talent KPIs | Dashboard | Data Insights | Reporting | AI | Scorecard | Excel

所有级别 • 7 讲座 • 终身无限畅学
Mike Pritula

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Data-Driven HR: Forecasting, Metrics & Predictive Analytics
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总内容

你将学到什么

Understand HR analytics fundamentals and its role in solving business problems.
Learn to calculate Employee Lifetime Value (ELV) and maximize employee impact.
Master recruitment, performance, and turnover analytics for better decisions.
Apply advanced techniques like regression analysis and forecasting in HR.
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课程内容

4 部分 • 10 讲座 • 03:42:48 总长度

Understanding HR Analytics & People Analytics: Business Needs & Approaches

40:52

What is People Analytics. The 4S model
How analytics solves business problems through properly defined questions
What data about people is necessary and useful for business
How to upgrade HR in a company with analytics
How to sell the importance of analytics to management
ABC model
How to improve company decision making with analytics
The old and new model of working with analytics

HR Analytics Data Segmentation: Insights Search & Workforce Metrics

33:25

Segmentation based on basic employee characteristics
Visualisation of segments
Analysis of metrics within employee segments
Grouping of segments
Search for useful insights

Employee Lifetime Value & ROI: HR Analytics for Data-Driven Workforce Decisions

32:24

What is Employee Lifetime Value (ELV) and why it is important
Calculating ELV
Calculating ROI for your workforce
Finding the most valuable and useful staff segments
Making decisions based on ELV
How to increase employee value for the company
How to measure increase in value
Using value enhancement to drive business impact

Workforce Trends & Employee Lifecycle: HR Analytics for Business Growth

28:32

Visualising the employee journey map
What the method is about
Collecting data
How to use surveys to manage the map
Questionnaires for the recruiting phase
Career adjustment questionnaires
Regular employee well-being questionnaires
Dismissal questionnaires
How to increase ELV (employee value) with feedback

Data-Driven HR Analytics for Recruitment: Hiring & Candidate Insights

00:00

The recruitment funnel
What can be measured in recruitment
Recruiting performance analysis
Estimating the closing rate of vacancies
What conclusions can be drawn from metrics

HR Analytics & People Analytics: Employee Performance Metrics & Assessment

00:00

ABC employee analysis
Model building
Employee performance appraisal
Employee engagement assessment

Workforce Retention & Loyalty: HR Analytics for Reducing Turnover

00:00

Typical mistakes in turnover analysis
Measurement of turnover
Turnover analysis
Measuring retention rates
Measure loyalty
Assessing intent to stay
Understanding why people leave

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要求

No prior analytics experience is needed; just a basic understanding of HR concepts and a willingness to explore data-driven strategies.

目标受众

This course is for HR professionals, managers, and business leaders seeking to harness data analytics for smarter workforce management and decision-making.

关于本课程

HR Analytics: Transforming Human Resource Management with Data-Driven Insights


Course Description:


In the modern data-driven workplace, HR analytics plays a crucial role in transforming how businesses make strategic decisions about their workforce. The HR Analytics course is expertly designed to help HR professionals, managers, and business leaders harness the full potential of people analytics, gain actionable insights, and drive measurable business results.


In this hands-on program, you will learn how to apply advanced HR analytics tools and techniques to optimize your human resources strategy. From calculating essential HR metrics to building predictive models and creating powerful HR dashboards, this course provides the foundational skills and advanced insights necessary to elevate your organization’s human resources analytics practices.


What You’ll Learn:

  •  Foundations of HR Analytics: Understand the fundamentals of HR analytics and how to apply them for effective decision-making across human resource functions.
  •  HR Metrics and Reporting: Learn how to calculate and analyze key HR metrics such as turnover rates, employee retention, and recruitment efficiency.
  •  Advanced People Analytics Tools: Master cutting-edge HR analytics tools like Excel, Power BI, and data visualization platforms to present impactful HR data insights.
  •  Predictive HR Analytics Models: Build predictive models using machine learning (ML) and statistical techniques to forecast employee performance, retention, and engagement.
  •  Employee Lifetime Value (ELV) Analytics: Calculate and optimize Employee Lifetime Value to assess workforce return on investment (ROI) and improve talent management strategies.
  •  HR Dashboard Design: Create dynamic HR dashboards for real-time tracking and reporting of key human resource analytics data.
  •  Data-Driven Recruitment Analytics: Implement recruitment analytics to optimize the hiring process, from sourcing candidates to reducing time-to-hire.
  •  Employee Engagement and Performance Analytics: Measure employee engagement and productivity using proven HR analytics models for continuous improvement.
  •  Turnover and Retention Analytics: Identify patterns in employee turnover and develop data-driven retention strategies using advanced HR analytics techniques.
  •  HR Data Visualization: Design effective data visualizations for HR leadership to communicate insights clearly and effectively.
  • Who Should Enroll:

  •  HR Professionals looking to enhance their HR analytics skills and apply data-driven strategies for organizational growth.
  •  Managers and Team Leaders aiming to make more informed decisions using real-time HR data and metrics.
  •  HR Executives and Business Owners who want to build a competitive advantage through data-driven human resource strategies.
  •  Aspiring HR Analysts eager to gain expertise in predictive HR analytics models and human resources technology.
  •  Students or professionals transitioning to a career in HR analytics and people analytics.

  • Course Structure:

    This comprehensive course offers 10 in-depth lessons that cover every critical aspect of HR analytics. Each session includes practical case studies, interactive assignments, and actionable insights to apply directly to real-world HR scenarios.


    Key Modules:

  •  Introduction to HR Analytics
  • Defining HR analytics and its role in organizational decision-making.
  • Exploring the impact of data-driven HR practices.
  • Understanding business challenges through analytics.

  •  Essential HR Metrics
  • Calculating core HR metrics: turnover, retention, absenteeism, and cost-per-hire.
  • Automating HR calculations using Excel and Power BI.
  • Implementing HR reporting standards for decision-making.

  •  HR Data Visualization Techniques
  • Creating visually engaging HR dashboards using Excel and Power BI.
  • Summarizing HR data with pivot tables, charts, and graphs.
  • Building HR scorecards for leadership reports.

  •  Employee Lifecycle Analytics
  • Mapping the employee journey using people analytics.
  • Gathering feedback through surveys at various employee lifecycle stages.
  • Tracking workforce development and engagement metrics.

  •  Advanced Recruitment Analytics
  • Optimizing sourcing channels using recruitment analytics.
  • Reducing hiring time with AI-driven solutions.
  • Measuring recruitment funnel performance and ROI.

  •  Predictive HR Analytics Models
  • Applying linear regression and ML algorithms for predictive insights.
  • Forecasting attrition and future HR trends.
  • Using data-driven models to improve hiring decisions.

  •  Employee Performance Analytics
  • Conducting ABC performance analysis for HR strategy optimization.
  • Developing performance improvement plans through data insights.
  • Measuring key engagement factors with advanced analytics.

  •  Turnover and Retention Metrics
  • Calculating turnover rates using advanced HR analytics techniques.
  • Identifying retention risks with predictive analytics.
  • Implementing proactive retention strategies based on HR data.

  •  Survey Data Analysis for HR
  • Designing employee engagement surveys for accurate data collection.
  • Analyzing survey data using regression and correlation analysis.
  • Prioritizing HR focus areas based on employee feedback.

  •  Strategic People Analytics for Business Impact
  • Aligning HR strategy with business outcomes using strategic analytics.
  • Case studies on data-driven HR transformations.
  • Developing actionable HR strategies based on data insights.

  • Why Choose This Course?

  •  Expert Instruction: Learn from Mike Pritula, an expert in HR analytics with years of practical experience in applying analytics to HR strategies.
  •  Hands-On Learning: Practice real-world HR analytics with case studies, Excel workbooks, and interactive assignments.
  •  Comprehensive Content: Dive deep into both foundational and advanced concepts of HR analytics and people analytics.
  •  Certification: Receive a verifiable certificate upon course completion, proving your expertise in HR analytics and people analytics tools.

  • Enroll Now and Master HR Analytics!

    This course contains the use of artificial intelligence. It ensures cutting-edge insights and the latest practices.

    This course contains a promotion.

    Unlock the full potential of HR analytics to transform your organization’s workforce strategy. Develop actionable insights, predict future HR trends, and drive business growth through data-driven decision-making.


    Take your HR skills to the next level—enroll today and become an expert in HR analytics and human resources analytics!

    职业发展机遇与目标岗位

    掌握前沿实战技能,胜任全球高薪核心职位

    就业就绪型课程
    可申请的目标岗位

    Operations & Business Analyst

    Quality Management Auditor (ISO)

    Project Operations Lead

    Corporate Process Strategist

    预估年薪范围
    $75,000 – $120,000 / yr
    全球行业需求

    Steady Enterprise & Corporate Demand

    掌握的核心关键技能
    Risk Assessment & Auditing Compliance
    Operational Efficiency & Frameworks
    Financial Reporting & Modeling
    Cross-Functional Team Leadership
    * 估算数据基于全球科技行业薪酬基准与招聘市场报告。
    认识您的讲师
    Mike Pritula
    5.0 评级
    3 学生
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    Mike Pritula
    主要导师
    TOP 10 Global AI HR to follow⇢ 1.3M+ enrolled⇢ Join Us Now!
    Meet Mike Pritula: #1 AI HR Instructor, Investor and Mike Pritula Academy founder - Built HR for Wargaming | Preply | iDeals | PeopleForce and more - Brought HRCI and SHRM certification to more than 10 countries - Founded the World's first and biggest AI HR online Academy with 135 online courses in 5 languages and 175 countries - Worked with Randford, Deloitte, EY, HAY group, Korn-Ferry and other consultants on numerous HR projects Why Should You Learn From Me? I am not just an instructor; I’m a proven leader who has transformed HR and operational strategies across industries. Over the past 20 years, I’ve guided more than 100,000 HR professionals worldwide to excel in their careers. Here’s what sets me apart: • Founder of Mike Pritula AI HR Academy: A leading online AI HR academy offering 135+ courses and home to one of the largest HR communities with over 200,000 members. • Creator of the most comprehensive HR Audit Checklist and the HR Competency Model used by professionals globally. • Holder of globally recognized certifications including PHRi, SHRM-CP, and HCI sHRBP, ensuring that I bring industry-leading knowledge to every course. • HR automation expert who has implemented tools like BambooHR, 15Five, PeopleForce, and many others to streamline operations in leading companies. • A trusted advisor and keynote speaker, with over 5 million views on my articles and presentations. • Youtube Silver Button holder for my Educational HR channel What Have I Achieved? • Recognized as one of the Top 10 AI HR Leaders. • Named HR Person of the Year in Ukraine (2018) and Belarus (2017). • Authored two career-defining books, “Resume for a Million” and “AI in HR”, helping professionals land dream jobs and prepare for the future of HR. • First to launch HRCI Certification Prep Courses in over 10 countries, bringing global certifications to a wider audience. • Designed and led 50+ high-impact HR projects across diverse industries. My Career Journey: Proven Expertise in Transforming Businesses From multinational corporations to innovative startups, I have played key HR leadership roles in companies like Wargaming, Preply, iDeals, and Alfa Bank. My accomplishments include: • Building four high-performing HR teams from scratch to drive organizational success. • Leading HR transformations, such as implementing OKR systems, enhancing recruitment strategies, and driving employee engagement. • Scaling operations with innovative solutions, including automation of key HR processes. What Will You Gain from My Courses? 1. Practical Skills in HR and Leadership: Learn actionable strategies that can be applied immediately in your role. 2. Mastery of Operational Excellence: Discover frameworks to optimize workflows and improve efficiency. 3. Advanced Tools and Technology: Harness AI and automation tools to revolutionize your HR practices. 4. Global Expertise: Access insights from my experience across diverse industries and cultures. Why Am I the Right Instructor for You? My courses are built on real-world experience. I’ve faced the challenges you’re encountering, solved them, and refined strategies that work. Whether you’re just starting your HR career or are a seasoned professional, my programs will empower you to achieve your goals. I don’t just teach concepts; I equip you with practical tools, templates, and step-by-step frameworks to ensure you can take immediate action. Are you ready to unlock your full potential and become a leader in HR and operations? Enroll today and join thousands of professionals who have transformed their careers with my guidance. Let’s get started! ⇣...

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