AI & Data Science

Predictive Analytics for HR Managers

Advanced Techniques in Predictive Analytics for Human Resource Management

Workload: 512 hours Topics: Predictive Analytics and Forecasting
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

This course delves into the intricacies of predictive analytics tailored specifically for HR managers. Participants will engage in a project-based learning environment where they will explore data-driven decision-making processes that enhance workforce management and talent acquisition strategies. By utilizing real-world case studies and interactive sessions, learners will gain hands-on experience in applying predictive models to solve HR-related challenges, ultimately leading to improved organizational outcomes.
Throughout the program, participants will develop a comprehensive understanding of various predictive analytics tools and techniques. They will work collaboratively on projects that encourage the application of learned concepts, culminating in a final project that showcases their ability to implement predictive analytics in a real HR context. This course not only equips participants with essential skills but also encourages them to publish their findings in Cademix Magazine, fostering a culture of knowledge sharing and professional growth.
Introduction to Predictive Analytics in HR
Data Collection and Management for HR Analytics
Statistical Techniques for Predictive Modeling
Building Predictive Models: Tools and Software
Analyzing Employee Turnover and Retention Rates
Forecasting Recruitment Needs and Talent Acquisition
Performance Prediction and Employee Development
Case Studies: Successful Predictive Analytics in HR
Final Project: Implementing Predictive Analytics in a Real HR Scenario
Presentation Skills: Communicating Findings Effectively

Learning goal

Equip participants with the skills to apply predictive analytics in HR settings, enhancing their decision-making capabilities and strategic planning.

Target group

Graduates, job seekers, business professionals, researchers, and consultants interested in HR analytics.

Prerequisites

Basic understanding of statistics and data analysis; familiarity with HR functions is beneficial but not mandatory.

Format and certification

Teaching method: Project-based, interactive learning with a focus on real-world applications and collaborative work.

Certificate: Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria