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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you implement a recommendation engine for movies using collaborative filtering?
RELATED INTERVIEW QUESTIONS
What is the curse of dimensionality and how does it affect machine learning models?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
Explain the difference between random forests and gradient boosting methods.
Explain the concept of reinforcement learning and its applications in analytics.
What is Gaussian Naive Bayes, and when would you use it in classification?
What is the ROC-AUC curve, and how do you interpret it?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What are the common pitfalls when working with real-time data in analytics?
How do you evaluate model stability and ensure it performs well over time?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
How do you use data augmentation to improve a deep learning model’s performance?
How do you perform outlier detection using machine learning techniques?
What are the challenges in analyzing big data, and how do you mitigate them?
How do you use time-series decomposition to analyze seasonal trends?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
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