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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 deal with class imbalance in classification models?
RELATED INTERVIEW QUESTIONS
How would you perform outlier detection using Isolation Forest?
How do you handle a large dataset that does not fit into memory?
What are the common pitfalls when working with real-time data in analytics?
What are the differences between LSTM and GRU networks in deep learning?
What is the difference between KNN and SVM in classification tasks?
How would you implement a recommendation engine for movies using collaborative filtering?
How do you handle high-velocity data in real-time analytics applications?
What is the importance of data preprocessing in machine learning, and what steps are involved?
Explain how you would deal with missing data in a large dataset.
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What is transfer learning, and how is it useful in deep learning?
Explain the concept of data wrangling and its importance in data analytics.
How would you apply cross-validation techniques in a deep learning model?
How do you measure the generalization error of a machine learning model?
What is the role of data governance in an organization’s analytics framework?
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