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
Explain how backpropagation works in training neural networks.
RELATED INTERVIEW QUESTIONS
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
How do you handle multivariate time series data for forecasting?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
Explain the concept of a data pipeline and its components in an analytics workflow.
What is the role of data enrichment in data analytics, and how is it achieved?
How do you evaluate the effectiveness of a recommendation system?
How would you analyze customer churn using data analytics?
What are the differences between bagging and boosting in ensemble methods?
How do you ensure reproducibility in your data analysis pipelines?
What are the challenges of data visualization, and how do you overcome them?
Explain how an ensemble learning method like Random Forest improves model performance.
How do you ensure that your analysis is unbiased when working with large datasets?
How do you use data augmentation to improve a deep learning model’s performance?
X
