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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 Collaborative Filtering, and how is it used in building recommendation systems?
RELATED INTERVIEW QUESTIONS
What is the role of Markov chains in predictive analytics for customer behavior?
How do you handle and process categorical data in machine learning algorithms?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What are the benefits of using cloud analytics over on-premise solutions?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
How do you perform feature engineering in time-series data?
What are the differences between LSTM and GRU networks in deep learning?
Explain the difference between random forests and gradient boosting methods.
What are autoencoders, and how are they used in unsupervised learning tasks?
What are convex optimization techniques, and why are they important in machine learning?
What is data leakage, and how can you prevent it in your analytics projects?
What is the accuracy paradox and how does it affect model evaluation?
How would you measure the impact of an analytics model in a business setting?
Explain how you would deal with missing data in a large dataset.
What is reinforcement learning, and where is it applied in business analytics?
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