Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you measure the generalization error of a machine learning model?
RELATED INTERVIEW QUESTIONS
What is the purpose of a ROC curve in model evaluation?
What are deep learning and its key differences from traditional machine learning methods?
How do you handle outliers in time-series data?
How do you identify and resolve data leakage in machine learning models?
Explain the concept of a data pipeline and its components in an analytics workflow.
What is dimensionality reduction, and how does it improve model performance?
What is feature selection, and how does it impact the model’s performance?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
How do you evaluate model robustness to different types of input data?
How do you select relevant features from a dataset to improve model accuracy?
Explain the concept of bias-variance tradeoff in machine learning.
What is the importance of heteroscedasticity in regression models?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What is the difference between deterministic and stochastic models in analytics?
What is deep learning and how is it used for image recognition?
X
