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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 convolutional neural networks (CNN) used for in image recognition?
RELATED INTERVIEW QUESTIONS
What is the significance of the ROC-AUC score in evaluating classification models?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
How would you evaluate and select the best machine learning model for a specific use case?
How do you handle outliers in time-series data?
What are the advantages of support vector machines (SVM) in classification tasks?
Explain the Naive Bayes algorithm and its application in data analytics.
What are active learning methods, and when would you apply them in data analytics?
What is the role of visualization in data analysis, and which Python libraries would you use?
What are the differences between logistic regression and linear regression?
What is the difference between KNN and SVM in classification tasks?
How do you apply gradient descent in training deep neural networks?
Explain how you would deal with missing data in a large dataset.
What is time-series analysis, and what techniques do you use for it?
What is the importance of heteroscedasticity in regression models?
How does bootstrapping improve model accuracy in statistical analysis?
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