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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the importance of data privacy in analytics, and how do you ensure compliance?
RELATED INTERVIEW QUESTIONS
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What are the primary steps involved in preparing data for a machine learning model?
What is the role of data enrichment in data analytics, and how is it achieved?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
How do you apply data augmentation in deep learning for image processing?
How do you handle textual data when working with machine learning models?
Explain the concept of hyperparameter tuning and its role in model optimization.
What are the benefits of using cloud analytics over on-premise solutions?
What is causal inference, and how does it differ from correlation analysis?
What is a confusion matrix, and how do you calculate its various metrics?
How do you optimize an ML model when the dataset is imbalanced?
What is the significance of A/B testing in optimizing data-driven decisions?
What are some effective techniques for handling missing values in large datasets?
How does dimensionality reduction improve the performance of machine learning algorithms?
What is the ROC-AUC curve, and how do you interpret it?
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