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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is data streaming, and how is it used for real-time analytics?
RELATED INTERVIEW QUESTIONS
What are LSTM networks, and how are they used in sequence prediction tasks?
What is the role of data governance in an organization’s analytics framework?
Explain the difference between bagging and boosting techniques.
What is the role of Shannon entropy in feature selection?
How would you assess the performance of a machine learning model over time?
What is Collaborative Filtering, and how is it used in building recommendation systems?
How do you evaluate the effectiveness of an outlier detection model?
How do you measure the generalization error of a machine learning model?
How do you apply data augmentation in deep learning for image processing?
How do you optimize the performance of an algorithm when the dataset size is enormous?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What are the key differences between supervised and unsupervised learning in data analytics?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How do you handle high-dimensional data and reduce the risk of overfitting?
What are the different methods for handling missing data in datasets?
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