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
What is Collaborative Filtering, and how is it used in building recommendation systems?
RELATED INTERVIEW QUESTIONS
How do you deal with large-scale, unstructured data in text analytics?
What is model drift, and how can it affect predictive analytics models?
Explain the importance of hyperparameter tuning in improving machine learning models.
Explain data leakage and how to prevent it in machine learning models.
What are the differences between deep learning and ensemble methods in predictive analytics?
How do you perform dimensionality reduction, and why is it essential in machine learning?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
PHP vs Python: Features, Differences and Benefits in 2025
What are the advantages of using deep learning over traditional machine learning in analytics?
What are semantic networks, and how are they used in knowledge extraction from text?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is the learning rate in deep learning, and how do you optimize it?
How do you optimize model performance in an unsupervised learning task?
What is the F1-score in classification tasks, and why is it important?
What are time-series cross-validation techniques, and how are they applied in forecasting?
X