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 gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
RELATED INTERVIEW QUESTIONS
How do you evaluate the stability of a clustering algorithm over different datasets?
How do you detect data imbalances in a classification problem and address them?
What are active learning methods, and when would you apply them in data analytics?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
Explain the Naive Bayes algorithm and its application in data analytics.
What is the significance of hypothesis testing in data analysis?
What is the role of Markov chains in predictive analytics for customer behavior?
How do you apply gradient descent in training deep neural networks?
How do you handle high-dimensional data and reduce the risk of overfitting?
What are the differences between Ridge and Lasso regression?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
How do you use data augmentation to improve a deep learning model’s performance?
What is the significance of feature importance in decision tree algorithms?
How do you apply Shannon entropy in data analytics for feature selection?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
X