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 does regularization help to reduce overfitting in machine learning models?
RELATED INTERVIEW QUESTIONS
Explain the difference between supervised and unsupervised learning with examples.
What is Bagging in machine learning, and how does it reduce overfitting?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
Explain the concept of Big Data and its challenges in the context of data analytics.
How do you optimize an ML model when the dataset is imbalanced?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is feature importance, and how do you evaluate it for machine learning models?
How do you deal with skewed data in regression models?
How would you evaluate model performance in an imbalanced dataset problem?
How do you perform unsupervised learning for customer segmentation?
How do you handle high-cardinality categorical features in machine learning models?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is data normalization, and why is it important in machine learning?
What are the advantages of using deep learning over traditional machine learning in analytics?
What are LSTM networks, and how are they used in sequence prediction tasks?
X