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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the steps involved in building a recommendation system for e-commerce?
RELATED INTERVIEW QUESTIONS
What is multi-objective optimization, and how does it differ from single-objective optimization?
What are the main differences between batch processing and real-time processing in data analytics?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is the significance of feature importance in decision tree algorithms?
What is the role of Natural Language Processing (NLP) in data analytics?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
What is model drift, and how can it affect predictive analytics models?
How do you implement a Markov Chain for predictive analytics in customer behavior?
How do you apply nearest neighbor algorithms for recommendation systems?
How would you assess the performance of a machine learning model over time?
What is the K-nearest neighbors algorithm, and when would you use it?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What is the importance of using dropout in deep learning models?
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