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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the role of deep learning in modern analytics and business decision-making?
RELATED INTERVIEW QUESTIONS
What is the role of unsupervised learning in anomaly detection?
What is the significance of feature importance in decision tree algorithms?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
What is the role of data enrichment in data analytics, and how is it achieved?
How do you deal with skewed data in regression models?
What are decision trees, and how are they used in classification tasks?
What is the difference between precision and accuracy in the context of classification problems?
How do you ensure reproducibility in your data analysis pipelines?
How do you deal with temporal dependencies in time-series forecasting?
Explain the concept of reinforcement learning and its applications in analytics.
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
What are data imputation techniques, and how are they used for handling missing data?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How do you handle categorical data in machine learning models?
How would you evaluate model performance in an imbalanced dataset problem?
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