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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 use time-series decomposition to analyze seasonal trends?
RELATED INTERVIEW QUESTIONS
What are the advantages of using convolutional neural networks (CNN) in image analytics?
How do you analyze multi-class classification problems with machine learning?
What is data integrity, and how is it maintained in a database?
What are the best practices to ensure model interpretability and explainability?
How do you implement automated machine learning (AutoML) tools in your workflow?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is Gaussian Naive Bayes, and when would you use it in classification?
How do you optimize an ML model when the dataset is imbalanced?
What is XGBoost, and how does it differ from other boosting algorithms?
Explain how latent variable models work in data analytics.
How does the concept of cross-validation help prevent overfitting in machine learning models?
What are the differences between logistic regression and linear regression?
What are the differences between Ridge and Lasso regression?
How do you perform unsupervised learning for customer segmentation?
How do you deal with large-scale, unstructured data in text analytics?
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