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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you perform sentiment analysis on social media data?
RELATED INTERVIEW QUESTIONS
What are LSTM networks, and how do they handle sequential data?
What are support vector machines (SVM) and how do they classify data?
What is the purpose of a ROC curve in model evaluation?
Explain the Naive Bayes algorithm and its application in data analytics.
How do you perform feature engineering in time-series data?
Explain the concept of a precision-recall curve and when to use it.
How would you evaluate model performance in an imbalanced dataset problem?
How do you evaluate the predictive accuracy of a machine learning model?
How would you perform outlier detection using Isolation Forest?
What is the importance of hyperparameter tuning in machine learning models?
What is the significance of hyperparameter tuning in optimizing machine learning models?
What are the most important performance metrics for classification models?
Explain the difference between bagging and boosting techniques.
What are active learning methods, and when would you apply them in data analytics?
Explain how data integrity is maintained in a multi-source data environment.
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