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 the difference between supervised and unsupervised learning with examples.
RELATED INTERVIEW QUESTIONS
What is Bagging in machine learning, and how does it reduce overfitting?
How do support vector machines (SVM) work, and why are they used in classification problems?
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?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What is the difference between batch normalization and layer normalization in deep learning?
How do you use time-series decomposition to analyze seasonal trends?
Explain the concept of model overfitting and how can it be mitigated.
What is data streaming, and how is it used for real-time analytics?
How does bootstrapping improve model accuracy in statistical analysis?
How would you handle seasonality in a time-series forecasting problem?
What is the role of Shannon entropy in feature selection?
What is the importance of heteroscedasticity in regression models?
How do you optimize the performance of an algorithm when the dataset size is enormous?
What is the significance of A/B testing in optimizing data-driven decisions?
X
