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 detect data imbalances in a classification problem and address them?
RELATED INTERVIEW QUESTIONS
Explain how backpropagation works in training neural networks.
Explain the difference between supervised and unsupervised learning with examples.
What is the importance of data privacy in analytics, and how do you ensure compliance?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
How do you perform outlier detection using machine learning techniques?
How do you handle multicollinearity in regression models?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
Explain the difference between random forests and gradient boosting methods.
How does the concept of cross-validation help prevent overfitting in machine learning models?
Explain data leakage and how to prevent it in machine learning models.
What is data integrity, and how is it maintained in a database?
Explain how latent variable models work in data analytics.
What are the advantages of using deep learning over traditional machine learning in analytics?
How do you use clustering for market segmentation in customer analytics?
How would you evaluate and select the best machine learning model for a specific use case?
X