Applied AI for Human Resources Preview

Applied AI for Human Resources

With Kumaran Ponnambalam Liked by 2,510 users
Duration: 1h 19m Skill level: Intermediate Released: 8/5/2020

Course details

A global economy and remote workforce have made it difficult for HR departments to track employee satisfaction and motivation. However, using artificial intelligence, data scientists and engineers can now generate powerful insights to improve hiring, training, retention, and more. This course explores the ways AI and big data can help HR. Examine three key use cases in the human resources world: predicting employee attrition, mapping collaboration, and creating training recommendations. For each of these use cases, instructor Kumaran Ponnambalam collects and processes data, builds machine learning models, and predicts key outcomes using tools like Python, Jupyter Notebooks, TensorFlow, and Keras. He also briefly explains how to design models to perform other common HR tasks, such as predicting future performance, screening candidates, and even tracking morale. The course concludes with some best practices, including addressing security and privacy concerns particular to HR.

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Contents

What’s included

  • Practice while you learn 1 exercise file
  • Learn on the go Access on tablet and phone
  • Stay up to date Continuing Education Units

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