Data Analytics
Build a model to predict performance of employees, based on the visualisation and analysis of past data of employee performance
You will be using various ML Models to predict the likelihood of an employee getting promoted based on various metrics available like previous performance, demographics, educational background, etc.
Price
$45
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About this menternship
In this menternship we are looking at the Performance Data from a peripherals company to predict the likelihood of an employee getting promoted. In the dataset, we have key metrics such as performance, demographics, length of employment, etc,. 
We will be using Python primarily for Data Analysis and running different Machine Learning models for this Menternship.

HR Analytics or People Analytics has lately become one of the vital processes for firms of all sizes and kinds alike. Usually carried out on the survey data collected from employees, this data has a huge potential to reveal various trends and hidden insights on all things firm related from an employee’s point of view. 
HR Analytics is being used to uncover answers to a wide variety of questions ranging from complex questions like “What is driving Attrition?” To simpler counterparts like “Does adding an allotted break time for planned leisure activities improve productivity? 
Why take up this menternship?
On completing this menternship, you will learn about
  1. Introduction to HR Analytics 
  2. Setting up the work environment (Python)
  3. Loading the Required Packages and Libraries and EDA
  4. Implementing the Machine Learning Algorithms

Expected Output
  1. Research Report on HR AnalyticsPdf
  2. Insights / Trends from the Bar chartsPdf
  3. Code FileLink
  4. Properly commented ipynb Notebook with Plots and ResultsLink
  5. Video PresentationVideo
  6. The Python script with codes for Analysis and Data Viz.Link
  7. Video of SelfVideo
Build a model to predict performance of employees, based on the visualisation and analysis of past data of employee performance
$45
This menternship offers
Success
Mentorship
People with experience in the industry of your choice ready to help you complete the challenges at hand.
Success
Certification
Every challenge comes with a certificate on completion from both Mentormind and the company hosting the challenge.
Success
Real life experience
Gain real-time work experience, online. Each challenge comes with resources to help bring the office to where you are.