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 random forests and gradient boosting methods.
RELATED INTERVIEW QUESTIONS
What are the advantages and disadvantages of using deep learning for structured data analysis?
How do you choose the best machine learning algorithm for a given dataset?
What is Bagging in machine learning, and how does it reduce overfitting?
How do you apply gradient descent in training deep neural networks?
What is reinforcement learning, and where is it applied in business analytics?
Explain how hyperparameter optimization improves machine learning model performance.
What is the K-nearest neighbors algorithm, and when would you use it?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is the curse of dimensionality and how does it affect machine learning models?
How do you optimize the performance of an algorithm when the dataset size is enormous?
How does bootstrapping improve model accuracy in statistical analysis?
Explain the concept of bias-variance tradeoff in machine learning.
What is the importance of data cleaning in data analytics, and what techniques would you use?
How do you perform root cause analysis using data analytics in business?
How does ensemble learning work, and when should it be applied?
X
