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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
RELATED INTERVIEW QUESTIONS
How do you handle multivariate time series data for forecasting?
How do you analyze multi-class classification problems with machine learning?
How would you evaluate the performance of a recommendation system?
What is data integrity, and how is it maintained in a database?
How do you handle high-dimensional data and reduce the risk of overfitting?
How do you implement a Markov Chain for predictive analytics in customer behavior?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How do you measure the generalization error of a machine learning model?
What is regression analysis, and how do you apply it in business analytics?
What is the importance of data privacy in analytics, and how do you ensure compliance?
What is the role of unsupervised learning in anomaly detection?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What are the advantages of support vector machines (SVM) in classification tasks?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What is the difference between classification and regression problems in machine learning?
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