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
How do support vector machines (SVM) work, and why are they used in classification problems?
RELATED INTERVIEW QUESTIONS
How do you deal with class imbalance in classification models?
How do you handle high-velocity data in real-time analytics applications?
What is the role of cloud computing in enabling data analytics at scale?
How do you apply data augmentation in deep learning for image processing?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is dimensionality reduction, and why is it important in data analytics?
What are the limitations of using random forests for classification tasks?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
What are active learning methods, and when would you apply them in data analytics?
What are the challenges of working with unstructured data, and how can they be overcome?
What are the benefits of using cloud analytics over on-premise solutions?
What is data anonymization, and why is it essential in data analytics?
What is the significance of A/B testing in optimizing data-driven decisions?
What are the most important performance metrics for classification models?
How do you evaluate the effectiveness of an outlier detection model?
X