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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are convolutional neural networks (CNN) used for in image recognition?
RELATED INTERVIEW QUESTIONS
What are the best practices for analyzing real-time data streams?
What is the difference between batch normalization and layer normalization in deep learning?
What is the curse of dimensionality and how does it affect machine learning models?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
How does regularization help to reduce overfitting in machine learning models?
How does the k-means clustering algorithm work and when should it be used?
How do support vector machines (SVM) work, and why are they used in classification problems?
What is the curse of dimensionality, and how does it impact data analysis?
What is stratified sampling, and when should it be used in machine learning?
Explain the concept of a data pipeline and its components in an analytics workflow.
Explain the Naive Bayes algorithm and its application in data analytics.
How do you use time-series decomposition to analyze seasonal trends?
What is a data mart, and how does it differ from a data warehouse in terms of analytical purposes?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
What are LSTM networks, and how are they used in sequence prediction tasks?
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