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
What is feature importance, and how do you evaluate it for machine learning models?
RELATED INTERVIEW QUESTIONS
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
Explain data leakage and how to prevent it in machine learning models.
How do you handle high-dimensional data and reduce the risk of overfitting?
Explain how hyperparameter optimization improves machine learning model performance.
How would you implement Text Classification using machine learning algorithms?
What is the curse of dimensionality and how does it affect machine learning models?
How do you use data augmentation to improve a deep learning model’s performance?
How do you perform outlier detection using machine learning techniques?
Explain how you would deal with missing data in a large dataset.
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What is the difference between random forests and decision trees?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
What are the advantages of support vector machines (SVM) in classification tasks?
How would you deal with multicollinearity in a regression analysis?
What is multi-objective optimization, and how does it differ from single-objective optimization?
X
