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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 are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What are the advantages of using deep learning over traditional machine learning in analytics?
What is gradient boosting and why is it more effective than traditional decision trees?
What is the difference between deterministic and stochastic models in analytics?
Explain the concept of hyperparameter tuning and its role in model optimization.
What are the steps involved in building a recommendation system for e-commerce?
How do you ensure that your analysis is unbiased when working with large datasets?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is the importance of model interpretability in real-world data analytics applications?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What are the advantages of using XGBoost over other machine learning algorithms?
How do you implement a Markov Chain for predictive analytics in customer behavior?
What are the major differences between SQL and NoSQL databases in data analytics?
How would you apply cross-validation techniques in a deep learning model?
What is the role of natural language processing in analyzing customer feedback?
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