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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
What is time-series forecasting, and how do you approach it using machine learning algorithms?
What are decision trees, and how are they used in classification tasks?
What are the limitations of using random forests for classification tasks?
How do you apply data augmentation in deep learning for image processing?
What is the significance of data encryption in data privacy and analytics?
How do you detect data imbalances in a classification problem and address them?
What is the role of Natural Language Processing (NLP) in data analytics?
What is the purpose of a ROC curve in model evaluation?
What are the key differences between supervised and unsupervised learning in data analytics?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What is Gaussian Naive Bayes, and when would you use it in classification?
Explain the concept of hyperparameter tuning and its role in model optimization.
Explain how you would deal with missing data in a large dataset.
How would you apply cross-validation techniques in a deep learning model?
What is the importance of heteroscedasticity in regression models?
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