HR Data Mining & Analysis
One of the key benefits of HR Analytics is the ability to glean objective insights from data, as opposed to opinions, suspicions and guesses; allowing organizations to identify and respond to real issues and not “imaginary” ones. This requires quantitative skills to mine the data for objective and pivotal insights; much of it grounded in statistics which may not be a common competency in many HR teams or organizations.
“If we have data, let’s look at data. If all we have are opinions, let’s go with mine.” – Jim Barksdale, Former CEO of Netscape
01
About the workshop
This 1 Day workshop aims to provide a broad but practical overview of the entire analytics value chain, with a specific focus on gleaning objective insights from HR data. Attendees will get a practical introduction to statistics concepts and tools most relevant to HR. Attendees will also get the opportunity to get their hands “dirty” applying these concepts with data in realistic situations to glean and interpret objective insights, and finally effectively communicate their findings to decision makers.
02
Learning outcomes
-
Develop a comprehensive understanding of the end-to-end analytics process applicable to address most HR problems.
-
Transform data into powerful insights in six simple steps and take away a structured analysis framework for action.
-
Appreciate how to objectively describe HR data and conduct descriptive analyses to inform and explain the state of the workforce and HR practices.
-
Develop statistical understanding and technical skills to conduct inferential analyses to establish relationships among variables and explain the variables behind people management issues.
-
Practice and apply HR Analytics skills on realistic use cases.
03
Who should attend
-
HR Analysts or Professionals with Analytics responsibilities who want to go beyond descriptive analyses and learn inferential and predictive analytics skills
-
HR Analytics Managers responsible for managing and supervising a team of analysts
-
All other professionals with a keen interest in developing data analytics skills in the HR domain
04
Logistics Requirements
Participants are required to bring their own laptops with MS Excel and Powerpoint (version 2013 or later) to participate in the data exercises
Workshops are delivered virtually through ZOOM
From data to decisions
Appreciate how the analytics process really works to create value