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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you perform outlier detection using Isolation Forest?
RELATED INTERVIEW QUESTIONS
Explain how data integrity is maintained in a multi-source data environment.
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What are the common pitfalls when working with real-time data in analytics?
How do you handle categorical data in machine learning models?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What are the benefits of using cloud analytics over on-premise solutions?
What are the ethical considerations when analyzing customer data in analytics?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
What are the advantages of using deep learning over traditional machine learning in analytics?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
How do you apply gradient descent in training deep neural networks?
What is the role of Shannon entropy in feature selection?
How do you use data augmentation to improve a deep learning model’s performance?
How do you address skewed data distributions in machine learning models?
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