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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 deal with large-scale, unstructured data in text analytics?
RELATED INTERVIEW QUESTIONS
What is overfitting, and how can it be avoided using regularization techniques?
What is the difference between correlation and causality?
What is the bootstrap method, and how is it used for confidence interval estimation?
What are the primary steps involved in preparing data for a machine learning model?
What is model drift, and how can it affect predictive analytics models?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How do you optimize model performance in an unsupervised learning task?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What is the importance of model validation and how do you perform it in practice?
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How does ensemble learning work, and when should it be applied?
What are gradient descent and its variants, and how are they used in machine learning?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you handle high-dimensional data and reduce the risk of overfitting?
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