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
Explain the difference between bagging and boosting techniques.
RELATED INTERVIEW QUESTIONS
How would you assess the performance of a machine learning model over time?
What is the purpose of a ROC curve in model evaluation?
How do you handle high-velocity data in real-time analytics applications?
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you use data augmentation to improve a deep learning model’s performance?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What are the advantages and disadvantages of using deep learning for structured data analysis?
How do you detect data imbalances in a classification problem and address them?
What are some effective techniques for handling missing values in large datasets?
How do you handle a large dataset that does not fit into memory?
How do you balance the trade-off between bias and variance in machine learning?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How does the concept of cross-validation help prevent overfitting in machine learning models?
What are the limitations of using random forests for classification tasks?
X
