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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you deal with class imbalance in classification models?
RELATED INTERVIEW QUESTIONS
What is model drift, and how can it affect predictive analytics models?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How do you optimize model performance in an unsupervised learning task?
What are the major differences between SQL and NoSQL databases in data analytics?
How do you evaluate the effectiveness of a recommendation system?
What is Bagging in machine learning, and how does it reduce overfitting?
Explain the concept of model overfitting and how can it be mitigated.
What are the different types of machine learning models used for predictive analytics?
What is the significance of feature importance in decision tree algorithms?
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What is the importance of data preprocessing in machine learning, and what steps are involved?
What is data leakage, and how can you prevent it in your analytics projects?
How does the concept of cross-validation help prevent overfitting in machine learning models?
What is the curse of dimensionality and how does it affect machine learning models?
How do you ensure that your machine learning model generalizes well on unseen data?
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