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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 F1-score in classification tasks, and why is it important?
RELATED INTERVIEW QUESTIONS
How does feature scaling improve the convergence of gradient descent algorithms?
What is the K-nearest neighbors algorithm, and when would you use it?
Explain the concept of Big Data and its challenges in the context of data analytics.
Explain the importance of hyperparameter tuning in improving machine learning models.
What are the common types of clustering algorithms, and how do you choose between them?
What is the difference between parametric and non-parametric tests in hypothesis testing?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
What are the best practices for analyzing real-time data streams?
What are the differences between logistic regression and linear regression?
How do you handle missing data in large datasets using imputation techniques?
What is data integrity, and how is it maintained in a database?
What is Boosting in machine learning, and how does it work?
Explain the Naive Bayes algorithm and its application in data analytics.
How does bootstrapping improve model accuracy in statistical analysis?
How do you evaluate model stability and ensure it performs well over time?
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