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
How do you handle multivariate time series data for forecasting?
RELATED INTERVIEW QUESTIONS
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What is the difference between correlation and causality?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What is the difference between deterministic and stochastic models in analytics?
How do you analyze text data using sentiment analysis techniques?
What is the role of data governance in an organization’s analytics framework?
What is the curse of dimensionality, and how does it impact data analysis?
How do you perform sentiment analysis on social media data?
How do you implement supervised learning for predictive modeling in healthcare analytics?
What is the bootstrap method, and how is it used for confidence interval estimation?
What is the importance of data preprocessing in machine learning, and what steps are involved?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is the importance of heteroscedasticity in regression models?
X
