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 are gradient descent and its variants, and how are they used in machine learning?
RELATED INTERVIEW QUESTIONS
What is the difference between correlation and causality?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
How would you implement a recommendation system for e-commerce websites?
How do you select relevant features from a dataset to improve model accuracy?
What are the primary steps involved in preparing data for a machine learning model?
What are convex optimization techniques, and why are they important in machine learning?
How does bootstrapping improve model accuracy in statistical analysis?
How do you handle high-cardinality categorical features in machine learning models?
How do you evaluate model stability and ensure it performs well over time?
Explain the concept of a precision-recall curve and when to use it.
Explain how you would deal with missing data in a large dataset.
What are the different types of feature engineering methods and how do they impact model performance?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
Explain the concept of bias-variance tradeoff in machine learning.
What are LSTM networks, and how are they used in sequence prediction tasks?
X
