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 handle imbalanced datasets in classification models?
RELATED INTERVIEW QUESTIONS
What is the role of feature scaling in improving machine learning model accuracy?
What is AdaBoost, and how does it improve the performance of weak learners?
What is the role of data governance in an organization’s analytics framework?
How do you apply Shannon entropy in data analytics for feature selection?
How would you perform real-time data analysis using Kafka and Spark?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How do you optimize the performance of an algorithm when the dataset size is enormous?
How do you evaluate the effectiveness of an outlier detection model?
How do you handle heteroscedasticity in regression models?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
How would you perform outlier detection using Isolation Forest?
What is the difference between segmentation and clustering in data analytics?
How do you perform outlier detection using machine learning techniques?
X