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 the difference between classification and regression problems in analytics?
RELATED INTERVIEW QUESTIONS
What are the best practices for implementing cloud-based analytics for large-scale datasets?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
Explain the difference between bagging and boosting techniques.
What is a confusion matrix, and how do you calculate its various metrics?
What are the limitations of using random forests for classification tasks?
How do you perform sentiment analysis on social media data?
What are the most important performance metrics for classification models?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What are deep learning and its key differences from traditional machine learning methods?
How would you implement Text Classification using machine learning algorithms?
How do you measure the generalization error of a machine learning model?
What is the role of feature scaling in improving machine learning model accuracy?
What is data anonymization, and why is it essential in data analytics?
X
