Cover von Applied AI for Human Resources wird in neuem Tab geöffnet
E-Medium

Applied AI for Human Resources

Verfasser: Suche nach diesem Verfasser Ponnambalam, Kumaran (Verfasser)
Jahr: 2020
Verlag: LinkedIn
Mediengruppe: EMedien
Vorbestellbar: Ja Nein
Voraussichtlich entliehen bis:
Download Zum Download von externem Anbieter wechseln - wird in neuem Tab geöffnet

Exemplare

StandorteStatusVorbestellungenFrist
Standorte: Status: Verfügbar Vorbestellungen: 0 Frist:

Inhalt

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.

Rezensionen

Details

Verfasser: Suche nach diesem Verfasser Ponnambalam, Kumaran (Verfasser)
Jahr: 2020
Verlag: LinkedIn
E-Medium: content sample opens in new tab
Suche nach dieser Systematik
Suche nach diesem Interessenskreis
Beschreibung: 01:03:37
Suche nach dieser Beteiligten Person
Sprache: Englisch
Mediengruppe: EMedien