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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 handle outliers in time-series data?
RELATED INTERVIEW QUESTIONS
Explain the concept of a precision-recall curve and when to use it.
What is data integrity, and how is it maintained in a database?
How do you handle high-cardinality categorical features in machine learning models?
What is causal inference, and how does it differ from correlation analysis?
What is the role of feature scaling in improving machine learning model accuracy?
How does bootstrapping improve model accuracy in statistical analysis?
How would you implement a recommendation engine for movies using collaborative filtering?
How do you handle imbalanced datasets in classification models?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What are LSTM networks, and how do they handle sequential data?
How would you handle noisy data when training a machine learning model?
Explain how backpropagation works in training neural networks.
How do you implement a Markov Chain for predictive analytics in customer behavior?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What is time-series forecasting, and how do you handle seasonality in models?
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