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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you implement a Markov Chain for predictive analytics in customer behavior?
RELATED INTERVIEW QUESTIONS
Explain how data integrity is maintained in a multi-source data environment.
Explain the difference between random forests and gradient boosting methods.
What is the difference between deterministic and stochastic models in analytics?
How would you measure the impact of an analytics model in a business setting?
What is data integrity, and how is it maintained in a database?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How do you interpret the results of cluster analysis in market research?
How do you build a predictive model for sales forecasting in e-commerce?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
How do you evaluate the predictive accuracy of a machine learning model?
How would you visualize high-dimensional data using dimensionality reduction techniques?
What are the common types of clustering algorithms, and how do you choose between them?
What are the common pitfalls when working with real-time data in analytics?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
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