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
What is feature importance, and how do you evaluate it for machine learning models?
RELATED INTERVIEW QUESTIONS
What is the difference between random forests and decision trees?
How do you optimize the performance of an algorithm when the dataset size is enormous?
What is the purpose of a ROC curve in model evaluation?
How would you assess the performance of a machine learning model over time?
How do you assess model accuracy when working with time-series data?
What is the confusion matrix, and how does it help evaluate classification models?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
Explain data leakage and how to prevent it in machine learning models.
What are the best practices for implementing cloud-based analytics for large-scale datasets?
Explain the concept of hyperparameter tuning and its role in model optimization.
How do you evaluate the effectiveness of an outlier detection model?
What is the concept of feature extraction in computer vision?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
How do you implement supervised learning for predictive modeling in healthcare analytics?
X
