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 concept of gradient boosting and its advantages over traditional decision trees.
RELATED INTERVIEW QUESTIONS
What is the role of cloud computing in enabling data analytics at scale?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What are the key differences between supervised and unsupervised learning in data analytics?
What is the difference between segmentation and clustering in data analytics?
How do you evaluate the effectiveness of an outlier detection model?
How do you analyze multi-class classification problems with machine learning?
What are time-series cross-validation techniques, and how are they applied in forecasting?
How does dimensionality reduction improve the performance of machine learning algorithms?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What are decision trees, and how are they used in classification tasks?
What is the importance of data preprocessing in machine learning, and what steps are involved?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
What are deep learning and its key differences from traditional machine learning methods?
How would you apply cross-validation techniques in a deep learning model?
X
