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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How would you optimize the performance of a recommendation system for personalized product suggestions?
RELATED INTERVIEW QUESTIONS
How do you handle high-velocity data in real-time analytics applications?
How would you apply cross-validation to avoid overfitting in a machine learning model?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
Explain the concept of Big Data and its challenges in the context of data analytics.
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
How do you calculate the precision, recall, and F1-score for a binary classification model?
Explain the concept of hyperparameter tuning and its role in model optimization.
What are the key differences between supervised and unsupervised learning in data analytics?
What is the difference between parametric and non-parametric tests in hypothesis testing?
Explain the difference between random forests and gradient boosting methods.
How does the k-means clustering algorithm work and when should it be used?
How would you evaluate model performance in an imbalanced dataset problem?
How would you measure the impact of an analytics model in a business setting?
What is the significance of A/B testing in optimizing data-driven decisions?
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