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
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
RELATED INTERVIEW QUESTIONS
What is the accuracy paradox and how does it affect model evaluation?
How would you perform real-time data analysis using Kafka and Spark?
How would you evaluate the performance of a recommendation system?
What is the role of Shannon entropy in feature selection?
How does dimensionality reduction improve the performance of machine learning algorithms?
How do you handle missing data in large datasets using imputation techniques?
Explain how principal component analysis (PCA) works for dimensionality reduction.
Explain how you would approach feature engineering for a time-series dataset.
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
How would you handle seasonality in a time-series forecasting problem?
What is the role of cloud computing in enabling data analytics at scale?
What is data leakage, and how can you prevent it in your analytics projects?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How do you handle high cardinality categorical features in machine learning models?
What is the role of Markov chains in predictive analytics for customer behavior?
X