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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How do you ensure that your data pipeline is scalable for large datasets?
RELATED INTERVIEW QUESTIONS
How do you detect data imbalances in a classification problem and address them?
What is linear programming, and how does it relate to data optimization problems?
How does feature scaling improve the performance of gradient-based learning algorithms?
How would you handle seasonality in a time-series forecasting problem?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is the ROC-AUC curve, and how do you interpret it?
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Explain the role of backpropagation in training neural networks.
Explain how hyperparameter optimization improves machine learning model performance.
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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How would you deal with multicollinearity in a regression analysis?
What is the purpose of a ROC curve in model evaluation?
Explain the concept of model overfitting and how can it be mitigated.
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