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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is ensemble learning, and why is it useful in machine learning?
RELATED INTERVIEW QUESTIONS
How do you perform A/B testing for evaluating the performance of a new marketing campaign?
What is the significance of A/B testing in optimizing data-driven decisions?
Explain the concept of reinforcement learning and its applications in analytics.
What is the ROC-AUC curve, and how do you interpret it?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
Explain how data integrity is maintained in a multi-source data environment.
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What is time-series analysis, and what techniques do you use for it?
How do you handle multivariate time series data for forecasting?
How do you handle multicollinearity in regression models?
Explain how hyperparameter optimization improves machine learning model performance.
What is the role of decision trees in building interpretable machine learning models?
What are the advantages of using deep learning over traditional machine learning in analytics?
Explain how overfitting and underfitting affect the performance of a machine learning model.
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