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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 detect data imbalances in a classification problem and address them?
RELATED INTERVIEW QUESTIONS
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
Explain the concept of ensemble learning and its applications in classification and regression problems.
How would you visualize high-dimensional data using dimensionality reduction techniques?
What are the differences between logistic regression and linear regression?
What is AdaBoost, and how does it improve the performance of weak learners?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
What is the F1-score in classification tasks, and why is it important?
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Explain the concept of Big Data and its challenges in the context of data analytics.
How do you handle a large dataset that does not fit into memory?
What is Collaborative Filtering, and how is it used in building recommendation systems?
How do you evaluate the predictive accuracy of a machine learning model?
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