Certification in Big Data HR Analytics & Predictive Modeling

Team HR Analytics Pro
HRanalytics
Last Update July 23, 2024
1 already enrolled

About This Course

Welcome to the Big Data HR Analytics and Predictive Modeling course using tableau and MS Azure, a comprehensive program designed to equip professionals and aspiring HR practitioners with the skills and knowledge needed to leverage data-driven insights for strategic human resource management. In today’s rapidly evolving business landscape, organizations recognize the value of HR analytics in making informed decisions, optimizing workforce performance, and driving organizational success.

Certification in Big Data HR Analytics & Predictive Modeling

This course is structured to provide a balanced blend of theoretical concepts and practical applications in HR analytics and predictive modeling. Participants will gain a deep understanding of how data can be harnessed to enhance HR processes, improve talent management, and contribute to overall organizational effectiveness.

The HR Analytics Market size is expected to reach USD 3.82 billion in 2023 and grow at a CAGR of 12.89% to reach USD 7.01 billion by 2028.

In today’s fast-paced and competitive business landscape, Human Resources (HR) departments play a crucial role in driving organizational success. However, traditional HR practices often rely on reactive approaches to address workforce challenges, leading to missed opportunities and inefficiencies. Enter Predictive Analytics for HR – a game-changing methodology that leverages advanced data analysis and artificial intelligence to forecast future HR trends and make informed, proactive decisions.

Predictive Analytics empowers HR professionals to move beyond conventional guesswork and intuition, tapping into the wealth of data generated within an organization. By analyzing historical HR data and identifying patterns, correlations, and trends, HR teams can predict employee performance, attrition rates, training needs, and workforce demand, among other vital aspects. This enables HR leaders to anticipate potential issues, optimize talent management strategies, and foster a more engaged and productive workforce.

Who Should Attend HR Analytics and Predictive Modeling course:

  • This Certification Course in HR Analytics is ideal for HR professionals, data analysts, HR managers, and anyone eager to leverage data for informed HR decision-making. Whether you’re new to HR Analytics or seeking to enhance your existing skills, this course caters to all levels of expertise.
  • MBA – HR students who intend to build their career into the new dynamics of HR leveraging technology and analytics.
  • Entrepreneurs and HR professionals who wish to advance their HR analytical skills and move into more strategic roles.
  • Anyone Graduate or Postgraduate looking for a job and wants to start career as HR Analyst.

Requirements:

No Coding or Maths Knowledge required, Tools handles everything.

Certification:

Upon successful course completion, you’ll receive a prestigious HR Analytics certification, recognizing your proficiency in data-driven HR strategies and analytics. Showcase your expertise to employers and stand out in the competitive HR landscape.

By the end of this course, participants will be well-equipped to harness the power of HR analytics and predictive modeling, enabling them to make strategic, data-driven decisions that positively impact their organizations and contribute to the future success of their HR initiatives. Join us on this exciting journey into the future of human resource management!

Certification in HR Analytics & Predictive Modeling

 

Learning Objectives

• Understanding the implementation of Dashboarding to Predictive Analytics
• Prepare the data for analysis and consumption
• Step by step approach to convert HR related data to information and get
business insights using analytics
• Understanding the concepts of Big Data, Artificial Intelligence, Machine Learning, and Deep Learning
• Application of analytics in the employee hire-to-retire cycle
• Create dashboards using Tableau Public (free download available)
• Build, test, and evaluate predictive models using Microsoft Azure (free access available)- Supervised and Unsupervised learning
• Interpret the models and communicate the results to both a technical and management audience in the business context
• Generate actionable insights to improve HR metrics in the organization

Material Includes

  • Explanatory content, videos of modules

Requirements

  • Suitable for who want's to explore HR Analytics.

Curriculum

81 Lessons21h

Module 1: Getting Started

Definition and scope of HR Analytics00:00:00
Importance of HR Analytics for organizations00:00:00
The role of HR Analytics in data-driven decision making00:00:00
Types of HR Metrics and KPIs00:00:00
How to develop and implement effective HR Metrics and KPIs00:00:00
Best practices for data collection and management00:00:00
Data quality and validation techniques00:00:00
Tools and techniques for data analysis and visualization00:00:00
Best practices for data interpretation and reporting00:00:00
Predictive Analytics For HR00:00:00
Types of predictive models for HR00:00:00
Overview of employee engagement00:00:00
Relationship between employee engagement and business performance00:00:00
Analyzing employee engagement using HR Analytics00:00:00
The role of HR Analytics in promoting DEI00:00:00
Best practices for analyzing DEI using HR Analytics00:00:00
Overview of talent management00:00:00
The role of HR Analytics in talent acquisition and retention00:00:00
Analyzing talent management using HR Analytics00:00:00
Overview of succession planning00:00
The role of HR Analytics in succession planning00:00:00
Overview of ethical and legal issues in HR Analytics00:00:00
Best practices for analyzing succession planning using HR Analytics00:00:00
Implications of HR Analytics for employee privacy and security00:00:00
Employee Performance Analytics00:00:00
Capacity Analytics00:00:00
Process Flow Capacity Analytics00:00:00
Recruitment Channel Analytics00:00:00

Introduction to HR Analytics & Predictive Modelling

Analytics Capabilities

Introduction to Artificial Intelligence & Dashboarding

Setup for Dashboarding using Tableau Public

Dashboarding using Tableau Public in action

Introduction to Predictive Modeling

Setup for Predictive Modeling using Microsoft Azure

Building a Predictive Model to predict Monthly Income

Predictive Modelling to determine Candidate Success Profile

Unsupervised Learning using MS Azure

Your Instructors

Team HR Analytics Pro

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HRanalytics

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$50.00$150.00

67% off
Level
All Levels
Duration 21 hours
Lectures
81 lectures

Material Includes

  • Explanatory content, videos of modules