Celonis Senior Data Scientist Interview Questions and Answers

Roberta and Deberta are both transformer-based language models, with Deberta being an extension of Roberta.

• Roberta is based on BERT architecture while Deberta is an extension of Roberta with dynamic masking and disentangled attention mechanisms.

• Deberta introduces two new techniques: disentangled attention mechanism and dynamic masking, which help in capturing long-range dependencies and improving performance on downstr...read more

RAG (Red, Amber, Green) techniques are used in project management to visually indicate the status of tasks or projects.

• RAG techniques involve assigning colors to tasks based on their status - red for critical issues, amber for potential issues, and green for on track.

• These techniques help project managers quickly assess the status of multiple tasks or projects at a glance.

• RAG reports are commonly used in project meetin...read more