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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How would you apply cross-validation to avoid overfitting in a machine learning model?
RELATED INTERVIEW QUESTIONS
How would you evaluate model performance in an imbalanced dataset problem?
What is the difference between batch processing and streaming in big data analytics?
What is the Kurtosis of a distribution, and how do you interpret it?
What is the difference between regression and classification models in machine learning?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What are LSTM networks, and how do they handle sequential data?
Explain the concept of a data pipeline and its components in an analytics workflow.
What is the concept of feature extraction in computer vision?
What is the learning rate in deep learning, and how do you optimize it?
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What is the K-nearest neighbors algorithm, and when would you use it?
What are the challenges of working with unstructured data, and how can they be overcome?
What is the difference between deterministic and stochastic models in analytics?
What are the key differences between a decision tree and a random forest?
Explain the importance of hyperparameter tuning in improving machine learning models.
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