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Shobha
The best way to predict the future is to invent it
What are the advantages of using deep learning over traditional machine learning in analytics?
RELATED INTERVIEW QUESTIONS
What is the purpose of a ROC curve in model evaluation?
How do you perform dimensionality reduction, and why is it essential in machine learning?
How do you ensure that your machine learning model generalizes well on unseen data?
How does feature scaling improve the performance of gradient-based learning algorithms?
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What is Boosting in machine learning, and how does it work?
How do you identify and resolve data leakage in machine learning models?
Explain the concept of model overfitting and how can it be mitigated.
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
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What is Gaussian Naive Bayes, and when would you use it in classification?
How do you implement feature selection techniques for high-dimensional data?
How do you choose the best machine learning algorithm for a given dataset?
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