People Analytics 101 : HR Analytics Fundamentals
People Analytics 101 : HR Analytics Fundamentals
People Analytics 101 : HR Analytics Fundamentals
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Description
PEOPLE ANALYTICS 101 : HR ANALYTICS FUNDAMENTALS
What you’ll learn
- Business problems can be solved by a step by step approach.
- Understand how to build a statistical model.
- The journey of data.
- The importance of HR analytic.
- There are areas where you can use analytics.
- There is an understanding of HR metrics.
- There is a business problem that is important. You will learn how to convert a business problem into a statistical problem.
- Understand the science behind gathering the data and how to do it correctly.
- Understand how to create an efficient data dictionary.
- In your dataset, identify the dependent and independent variables.
- Understand the different file formats that the data is stored in.
- Various methods to measure data.
- Understand the steps involved in hypothesis testing.
- You can learn the concepts of feature engineering.
- Installation of files and packages can be done with R and Rstudio.
- Supervised and unsupervised learning techniques are used in machine learning.
Requirements
- Anyone can take this course. You do not need any prior knowledge or additional equipment.
Description
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