Persistent Systems Senior Data Scientist Interview Questions and Answers

Q1. What is LLMOps? Explain in details
Ans. 
LLMOps stands for Low Latency Model Operations, a process of deploying and managing machine learning models with minimal delay.
• LLMOps focuses on reducing the latency in deploying and managing machine learning models.

• It involves optimizing the infrastructure and processes to ensure quick and efficient model operations.

• Examples include real-time prediction systems, automated model monitoring, and rapid model updates.

• LLMO...read more
Answered by AI
Add your answer
Q2. How to perform Tunnig in LLMs?
Ans. 
Tuning in LLMs involves adjusting hyperparameters to optimize model performance.
• Perform grid search or random search to find the best hyperparameters

• Use cross-validation to evaluate different hyperparameter combinations

• Consider using automated hyperparameter tuning tools like Optuna or Hyperopt
Answered by AI
Add your answer

On python , SQL , Using pandas