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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the learning rate in deep learning, and how do you optimize it?
RELATED INTERVIEW QUESTIONS
Explain the concept of a precision-recall curve and when to use it.
How do you handle high-cardinality categorical features in machine learning models?
What is overfitting, and how can it be avoided using regularization techniques?
How do you evaluate the effectiveness of an outlier detection model?
Explain the Naive Bayes algorithm and its application in data analytics.
PHP vs Python: Features, Differences and Benefits in 2025
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
Explain the importance of hyperparameter tuning in improving machine learning models.
What is causal inference, and how does it differ from correlation analysis?
What is feature importance, and how do you evaluate it for machine learning models?
What is the difference between batch processing and streaming in big data analytics?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is model drift, and how can it affect predictive analytics models?
How would you handle seasonality in a time-series forecasting problem?
How would you evaluate the performance of a recommendation system?
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