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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
How would you handle noisy data when training a machine learning model?
What is the importance of using dropout in deep learning models?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How do you use clustering for market segmentation in customer analytics?
How would you assess the performance of a machine learning model over time?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
What are gradient descent and its variants, and how are they used in machine learning?
What are convolutional neural networks (CNN) used for in image recognition?
What is the concept of feature extraction in computer vision?
Explain the concept of bias-variance tradeoff in machine learning.
How would you visualize high-dimensional data using dimensionality reduction techniques?
What is model drift, and how can it affect predictive analytics models?
How do you ensure that your data pipeline is scalable for large datasets?
What are the best practices for analyzing real-time data streams?
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