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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 implement real-time analytics for tracking customer interactions on an e-commerce site?
RELATED INTERVIEW QUESTIONS
How do you handle multicollinearity in regression models?
How do you identify and resolve data leakage in machine learning models?
How do you select the best machine learning model for a given dataset?
What is overfitting, and how can it be avoided using regularization techniques?
What are the best practices for analyzing real-time data streams?
What is time-series forecasting, and how do you handle seasonality in models?
What are autoencoders, and how are they used in unsupervised learning tasks?
What is the importance of model validation and how do you perform it in practice?
Explain the difference between data mining and data analytics.
Explain the difference between random forests and gradient boosting methods.
What is data normalization, and why is it important in machine learning?
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How do you use SQL to perform data manipulation and aggregation in an analytics project?
Explain how backpropagation works in training neural networks.
Explain how you would approach feature engineering for a time-series dataset.
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