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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 autoencoders, and how are they used in unsupervised learning tasks?
RELATED INTERVIEW QUESTIONS
What is the Kurtosis of a distribution, and how do you interpret it?
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How would you use cluster analysis for market segmentation?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How do you optimize the performance of an algorithm when the dataset size is enormous?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
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What is the difference between segmentation and clustering in data analytics?
How do you use data augmentation to improve a deep learning model’s performance?
What is the importance of data cleaning in data analytics, and what techniques would you use?
What is transfer learning, and how is it useful in deep learning?
How do you deal with class imbalance in classification models?
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