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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
RELATED INTERVIEW QUESTIONS
How do you handle high cardinality categorical features in machine learning models?
How would you perform data aggregation for summarizing large datasets?
How do you decide whether to use a parametric or non-parametric statistical method?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How do you apply gradient descent in training deep neural networks?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
How do you evaluate model stability and ensure it performs well over time?
How do you optimize the performance of an algorithm when the dataset size is enormous?
What are the primary steps involved in preparing data for a machine learning model?
Explain how you would deal with missing data in a large dataset.
What is the difference between segmentation and clustering in data analytics?
Explain the difference between supervised and unsupervised learning with examples.
How do you evaluate model robustness to different types of input data?
What are the common types of clustering algorithms, and how do you choose between them?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
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