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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you handle outliers in time-series data?
RELATED INTERVIEW QUESTIONS
How would you implement real-time data analytics for fraud detection?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What is the importance of heteroscedasticity in regression models?
What is deep learning and how is it used for image recognition?
What is the significance of hyperparameter tuning in optimizing machine learning models?
What are the limitations of using random forests for classification tasks?
What is data integrity, and how is it maintained in a database?
How do you handle multivariate time series data for forecasting?
How do you handle missing data in large datasets using imputation techniques?
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How do you handle a large dataset that does not fit into memory?
How does the k-means clustering algorithm work and when should it be used?
How do you perform outlier detection in data analytics?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What is causal inference, and how does it differ from correlation analysis?
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