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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is time-series analysis, and what techniques do you use for it?
RELATED INTERVIEW QUESTIONS
Explain the role of backpropagation in training neural networks.
How do you select relevant features from a dataset to improve model accuracy?
What are autoencoders, and how are they used in unsupervised learning tasks?
What is data lineage, and how does it help in tracking data flow?
What is the importance of model validation and how do you perform it in practice?
What is the ROC-AUC curve, and how do you interpret it?
What are the main differences between batch processing and real-time processing in data analytics?
What is the role of data imputation in handling missing data?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is the bootstrap method, and how is it used for confidence interval estimation?
What are the differences between bagging and boosting in ensemble methods?
How would you measure the impact of an analytics model in a business setting?
What are deep learning and its key differences from traditional machine learning methods?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
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