Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are recurrent neural networks (RNNs), and how do they handle time-series data?
RELATED INTERVIEW QUESTIONS
What are the primary steps involved in preparing data for a machine learning model?
How do you use clustering for market segmentation in customer analytics?
What is regression analysis, and how do you apply it in business analytics?
What is time-series analysis, and what techniques do you use for it?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
How do you apply nearest neighbor algorithms for recommendation systems?
What is reinforcement learning, and where is it applied in business analytics?
What is linear programming, and how does it relate to data optimization problems?
What are the different types of feature engineering methods and how do they impact model performance?
Explain how you would approach feature engineering for a time-series dataset.
How does the concept of cross-validation help prevent overfitting in machine learning models?
Explain the difference between random forests and gradient boosting methods.
How does ensemble learning work, and when should it be applied?
What are time-series cross-validation techniques, and how are they applied in forecasting?
How do you use bootstrapping in model evaluation, and what are its advantages?
X
