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 handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
RELATED INTERVIEW QUESTIONS
How do you assess model accuracy when working with time-series data?
What is the curse of dimensionality and how does it affect machine learning models?
How do you use bootstrapping in model evaluation, and what are its advantages?
How do you evaluate the predictive accuracy of a machine learning model?
How do you assess the impact of outliers in your data and model predictions?
Explain the concept of bias-variance tradeoff in machine learning.
How do you evaluate the stability of a clustering algorithm over different datasets?
What are the different types of machine learning models used for predictive analytics?
How do you implement feature selection techniques for high-dimensional data?
What are the primary steps involved in preparing data for a machine learning model?
What are the differences between LSTM and GRU networks in deep learning?
How do you deal with skewed data in regression models?
How do you ensure that your data pipeline is scalable for large datasets?
How do you handle high-velocity data in real-time analytics applications?
How does regularization help to reduce overfitting in machine learning models?
X
