People Analytics 101 : HR Analytics Fundamentals
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People Analytics 101 : HR Analytics Fundamentals
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PEOPLE ANALYTICS 101 : HR ANALYTICS FUNDAMENTALS
- A Step by Step Approach to solve Business Problems in the area of People Analytics.
- Understand the concepts of Statistical model building.
- Journey of Analytics.
- HR analytics and its importance.
- Employee life cycle the areas where you can use analytics.
- Get an understanding of HR metrics and the Journey from Metrics to Analytics.
- Identify a business problem and its importance. You’ll also learn how to convert a business problem into statistical problem.
- Understand the science behind gathering the data from various sources and how to do it right.
- Understand how to create an efficient data dictionary for better understanding and future reference.
- Identify the dependent and independent variable in your dataset.
- Understand and learn about various file formats in which the data is stored Understand the steps involved in data preparation.
- Various methods to measure Central Tendency, Variability and Shape of data.
- Understand the steps involved in hypothesis testing, Univariate and Bi-variate Analysis.
- Learn the concepts of Feature Engineering.
- R and Rstudio: Installation, importing files and installation of packages.
- Understand the concept of Machine Learning – Supervised and Unsupervised Learning Techniques.
- Anyone can take this course. You do not need any prior knowledge or additional equipment.
- HR Professionals who want to incorporate data analysis into their practice.
- Managers who want to make data-driven decisions about employee, teams and their management practices.
- Data Analysis professionals looking to apply their skills to people management decisions.
- Students learning HR.
- Students or any individual who want to advance into HR.
- Business owners and Entrepreneurs.
Delivery Method
– After your purchase, you’ll see a View your orders link which goes to the Downloads page. Here, you can download all the files associated with your order.
– Downloads are available once your payment is confirmed, we’ll also send you a download notification email separate from any transaction notification emails you receive from IMC.sale.
– Since it is a digital copy, our suggestion is to download and save it to your hard drive. In case the link is broken for any reason, please contact us and we will resend the new download link.
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