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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are time-series cross-validation techniques, and how are they applied in forecasting?
RELATED INTERVIEW QUESTIONS
What is overfitting, and how can it be avoided using regularization techniques?
What is the role of decision trees in building interpretable machine learning models?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
What is stratified sampling, and when should it be used in machine learning?
How do you deal with class imbalance in classification models?
How do you interpret the results of cluster analysis in market research?
How would you optimize the performance of a recommendation system for personalized product suggestions?
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 is the accuracy paradox and how does it affect model evaluation?
How would you analyze customer churn using data analytics?
How do you assess the impact of outliers in your data and model predictions?
How do you handle a large dataset that does not fit into memory?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What are the advantages of using deep learning over traditional machine learning in analytics?
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