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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How does the concept of cross-validation help prevent overfitting in machine learning models?
RELATED INTERVIEW QUESTIONS
What is Gaussian Naive Bayes, and when would you use it in classification?
What is the importance of heteroscedasticity in regression models?
How does feature scaling improve the convergence of gradient descent algorithms?
What is the concept of Feature Extraction in computer vision analytics?
What is the role of Markov chains in predictive analytics for customer behavior?
How would you implement Text Classification using machine learning algorithms?
Explain the concept of Big Data and its challenges in the context of data analytics.
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How do you assess model accuracy when working with time-series data?
What are the best practices for analyzing real-time data streams?
What is data integrity, and how is it maintained in a database?
What is the difference between KNN and SVM in classification tasks?
What is AdaBoost, and how does it improve the performance of weak learners?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
What is ensemble learning, and why is it useful in machine learning?
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