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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you handle seasonality in a time-series forecasting problem?
RELATED INTERVIEW QUESTIONS
What is the role of decision trees in building interpretable machine learning models?
What is the difference between segmentation and clustering in data analytics?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is AdaBoost, and how does it improve the performance of weak learners?
How do you analyze text data using sentiment analysis techniques?
What is the importance of model validation and how do you perform it in practice?
How do you decide whether to use a parametric or non-parametric statistical method?
How do support vector machines (SVM) work, and why are they used in classification problems?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
How does ensemble learning work, and when should it be applied?
How does feature scaling improve the convergence of gradient descent algorithms?
What is Bagging in machine learning, and how does it reduce overfitting?
How do you address skewed data distributions in machine learning models?
Explain the importance of hyperparameter tuning in improving machine learning models.
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