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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 the F1-score in classification tasks, and why is it important?
RELATED INTERVIEW QUESTIONS
What is feature selection, and how does it impact the model’s performance?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
What are the main differences between batch processing and real-time processing in data analytics?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is the role of Shannon entropy in feature selection?
How do you handle high-dimensional data and reduce the risk of overfitting?
How do you use bootstrapping in model evaluation, and what are its advantages?
How do you deal with class imbalance in classification models?
Explain the concept of Big Data and its challenges in the context of data analytics.
How would you evaluate the performance of a recommendation system?
What are the different methods for handling missing data in datasets?
What is the role of decision trees in building interpretable machine learning models?
What is the role of data governance in an organization’s analytics framework?
What are the challenges of data visualization, and how do you overcome them?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
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