Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
Explain the concept of hyperparameter tuning and its role in model optimization.
RELATED INTERVIEW QUESTIONS
How would you assess the performance of a machine learning model over time?
How do you handle heteroscedasticity in regression models?
What are the best practices to ensure model interpretability and explainability?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What are decision trees, and how are they used in classification tasks?
What is XGBoost, and how does it differ from other boosting algorithms?
How do you handle unstructured data in analytics models?
What is AdaBoost, and how does it improve the performance of weak learners?
Explain the importance of hyperparameter tuning in improving machine learning models.
What are the most important performance metrics for classification models?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
What are the challenges of working with unstructured data, and how can they be overcome?
What is data streaming, and how is it used for real-time analytics?
Explain the concept of model overfitting and how can it be mitigated.
What is the significance of the ROC-AUC score in evaluating classification models?
X