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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What are active learning methods, and when would you apply them in data analytics?
RELATED INTERVIEW QUESTIONS
What is stratified sampling, and when should it be used in machine learning?
What is the difference between precision and accuracy in the context of classification problems?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you evaluate the effectiveness of an outlier detection model?
How do you handle categorical data in machine learning models?
What is the difference between correlation and causality?
What is the role of Natural Language Processing (NLP) in data analytics?
How do you apply Shannon entropy in data analytics for feature selection?
What is linear programming, and how does it relate to data optimization problems?
What is the importance of data cleaning in data analytics, and what techniques would you use?
How would you handle seasonality in a time-series forecasting problem?
How do you handle and process categorical data in machine learning algorithms?
How do you use decision trees for feature selection in machine learning?
What are some effective techniques for handling missing values in large datasets?
How do you evaluate model performance when the dataset is small and unbalanced?
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