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 model performance when the dataset is small and unbalanced?
RELATED INTERVIEW QUESTIONS
What is gradient boosting and why is it more effective than traditional decision trees?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is the significance of data encryption in data privacy and analytics?
What is the purpose of a ROC curve in model evaluation?
How would you apply cross-validation techniques in a deep learning model?
How do you apply data augmentation in deep learning for image processing?
What is data anonymization, and why is it essential in data analytics?
What is model drift, and how can it affect predictive analytics models?
Explain the concept of a precision-recall curve and when to use it.
What are the types of biases in data analysis and how can they be minimized?
What is the role of cloud computing in enabling data analytics at scale?
What is the role of visualization in data analysis, and which Python libraries would you use?
What are the common types of clustering algorithms, and how do you choose between them?
How do you prevent model bias in machine learning algorithms?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
X