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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 are convolutional neural networks (CNN) used for in image recognition?
Explain how you would deal with missing data in a large dataset.
What is the difference between deterministic and stochastic models in analytics?
What are the best practices to ensure model interpretability and explainability?
What is Principal Component Analysis (PCA) used for in data reduction?
What are LSTM networks, and how do they handle sequential data?
What is the importance of heteroscedasticity in regression models?
What is the role of feature scaling in improving machine learning model accuracy?
What is the role of natural language processing in analyzing customer feedback?
How do you deal with class imbalance in classification models?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is the role of Natural Language Processing (NLP) in data analytics?
What is the ROC-AUC curve, and how do you interpret it?
What is the Kurtosis of a distribution, and how do you interpret it?
How do you perform feature engineering in time-series data?
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