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
Explain how an ensemble learning method like Random Forest improves model performance.
RELATED INTERVIEW QUESTIONS
How would you handle an imbalanced dataset in a classification problem?
What are LSTM networks, and how are they used in sequence prediction tasks?
What is the difference between segmentation and clustering in data analytics?
How do you ensure that your machine learning model generalizes well on unseen data?
Explain data leakage and how to prevent it in machine learning models.
What is the K-nearest neighbors algorithm, and when would you use it?
What is data normalization, and why is it important in machine learning?
How would you apply cross-validation to avoid overfitting in a machine learning model?
What are some effective techniques for handling missing values in large datasets?
How do you deal with skewed data in regression models?
What is ensemble learning, and why is it useful in machine learning?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How do support vector machines (SVM) work, and why are they used in classification problems?
How do you handle outliers in time-series data?
What are the differences between Ridge and Lasso regression?
X