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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the learning rate in deep learning, and how do you optimize it?
RELATED INTERVIEW QUESTIONS
How does the concept of cross-validation help prevent overfitting in machine learning models?
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
Explain data leakage and how to prevent it in machine learning models.
What is the difference between regression and classification models in machine learning?
What is Principal Component Analysis (PCA) used for in data reduction?
Explain the concept of ensemble learning and its applications in classification and regression problems.
How do you handle high-cardinality categorical features in machine learning models?
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How do you ensure that your analysis is unbiased when working with large datasets?
How would you analyze customer churn using data analytics?
What is time-series forecasting, and how do you handle seasonality in models?
What are the differences between deep learning and ensemble methods in predictive analytics?
What is the confusion matrix, and how does it help evaluate classification models?
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