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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 feature scaling, and what are its benefits in machine learning?
RELATED INTERVIEW QUESTIONS
What are the different types of feature engineering methods and how do they impact model performance?
How does feature scaling improve the convergence of gradient descent algorithms?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
What are the differences between bagging and boosting in ensemble methods?
How do you identify and resolve data leakage in machine learning models?
Explain the concept of a data pipeline and its components in an analytics workflow.
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you implement automated machine learning (AutoML) tools in your workflow?
How do you decide whether to use a parametric or non-parametric statistical method?
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What is stratified sampling, and when should it be used in machine learning?
Explain the importance of hyperparameter tuning in improving machine learning models.
What is the role of Natural Language Processing (NLP) in data analytics?
Explain the concept of data wrangling and its importance in data analytics.
What are recurrent neural networks (RNNs), and how do they handle time-series data?
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