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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you apply nearest neighbor algorithms for recommendation systems?
RELATED INTERVIEW QUESTIONS
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
What are the main differences between batch processing and real-time processing in data analytics?
How do you handle unstructured data in analytics models?
Explain the Naive Bayes algorithm and its application in data analytics.
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you apply nearest neighbor algorithms for recommendation systems?
How do you perform outlier detection in data analytics?
How do you evaluate model performance when the dataset is small and unbalanced?
Explain the difference between random forests and gradient boosting methods.
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What is the importance of data preprocessing in machine learning, and what steps are involved?
Explain the concept of data wrangling and its importance in data analytics.
What are LSTM networks, and how are they used in sequence prediction tasks?
How do you use decision trees for feature selection in machine learning?
How do you deal with skewed data in regression models?
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