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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
RELATED INTERVIEW QUESTIONS
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is data anonymization, and why is it essential in data analytics?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
What are the challenges of working with unstructured data, and how can they be overcome?
Explain how you would deal with missing data in a large dataset.
Explain the concept of hyperparameter tuning and its role in model optimization.
What are the major differences between SQL and NoSQL databases in data analytics?
Explain how data integrity is maintained in a multi-source data environment.
How would you perform outlier detection using Isolation Forest?
What is the difference between regression and classification models in machine learning?
How do you evaluate the effectiveness of a recommendation system?
What is the purpose of a ROC curve in model evaluation?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
What is the importance of heteroscedasticity in regression models?
How do you use data augmentation to improve a deep learning model’s performance?
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