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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
Explain how latent variable models work in data analytics.
RELATED INTERVIEW QUESTIONS
Explain how hyperparameter optimization improves machine learning model performance.
What is XGBoost, and how does it differ from other boosting algorithms?
What are LSTM networks, and how do they handle sequential data?
What are the limitations of using random forests for classification tasks?
Explain the concept of Markov Chains and its use in data modeling.
How do you perform unsupervised learning for customer segmentation?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How does the k-means clustering algorithm work and when should it be used?
What are the differences between logistic regression and linear regression?
What is time-series forecasting, and how do you handle seasonality in models?
How do you measure the generalization error of a machine learning model?
How do you analyze multi-class classification problems with machine learning?
What is a confusion matrix, and how do you calculate its various metrics?
How do you implement a Markov Chain for predictive analytics in customer behavior?
How do you evaluate the predictive accuracy of a machine learning model?
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