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 time-series cross-validation techniques, and how are they applied in forecasting?
RELATED INTERVIEW QUESTIONS
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the curse of dimensionality, and how does it impact data analysis?
What is the importance of using dropout in deep learning models?
What are time-series cross-validation techniques, and how are they applied in forecasting?
What are the most important performance metrics for classification models?
What are the different methods for handling missing data in datasets?
What is data normalization, and why is it important in machine learning?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you address skewed data distributions in machine learning models?
What is the significance of data encryption in data privacy and analytics?
How does regularization help to reduce overfitting in machine learning models?
How do you evaluate the stability of a clustering algorithm over different datasets?
How do you decide whether to use a parametric or non-parametric statistical method?
How does deep reinforcement learning work, and where can it be applied in business analytics?
How do you handle heteroscedasticity in regression models?
X