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 assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
RELATED INTERVIEW QUESTIONS
How do you handle high-dimensional data and reduce the risk of overfitting?
What is Bagging in machine learning, and how does it reduce overfitting?
How do you perform outlier detection using machine learning techniques?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What is the difference between segmentation and clustering in data analytics?
How do you evaluate the predictive accuracy of a machine learning model?
What are support vector machines (SVM) and how do they classify data?
What are the differences between bagging and boosting in ensemble methods?
How do you prevent model bias in machine learning algorithms?
What are the challenges of working with unstructured data, and how can they be overcome?
What is the learning rate in deep learning, and how do you optimize it?
How do you evaluate model stability and ensure it performs well over time?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
How would you optimize the performance of a recommendation system for personalized product suggestions?
X
