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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 model drift, and how can it affect predictive analytics models?
RELATED INTERVIEW QUESTIONS
How do you deal with temporal dependencies in time-series forecasting?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is an anomaly detection system, and how would you implement it in Python?
What is the role of Natural Language Processing (NLP) in data analytics?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What is the bootstrap method, and how is it used for confidence interval estimation?
How do you apply gradient descent in training deep neural networks?
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What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What is Collaborative Filtering, and how is it used in building recommendation systems?
Explain the concept of bias-variance tradeoff in machine learning.
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