Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you evaluate the effectiveness of an outlier detection model?
RELATED INTERVIEW QUESTIONS
What is the role of visualization in data analysis, and which Python libraries would you use?
What is reinforcement learning, and where is it applied in business analytics?
How do you detect data imbalances in a classification problem and address them?
How would you handle seasonality in a time-series forecasting problem?
How do you deal with class imbalance in classification models?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
How would you perform outlier detection using Isolation Forest?
How would you assess the performance of a machine learning model over time?
What is data streaming, and how is it used for real-time analytics?
How would you deal with multicollinearity in a regression analysis?
How does feature scaling improve the convergence of gradient descent algorithms?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you handle outliers in time-series data?
Explain the difference between bagging and boosting techniques.
What is time-series analysis, and what techniques do you use for it?
X