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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 the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What is the role of feature scaling in improving machine learning model accuracy?
Explain how hyperparameter optimization improves machine learning model performance.
How does dimensionality reduction improve the performance of machine learning algorithms?
Explain how you would deal with missing data in a large dataset.
What is the role of Shannon entropy in feature selection?
What is gradient boosting and why is it more effective than traditional decision trees?
What is the difference between correlation and causality?
How do you ensure that your analysis is unbiased when working with large datasets?
How would you perform outlier detection using Isolation Forest?
How would you handle noisy data when training a machine learning model?
How do you balance the trade-off between bias and variance in machine learning?
What is the significance of the ROC-AUC score in evaluating classification models?
What are gradient descent and its variants, and how are they used in machine learning?
How would you use cluster analysis for market segmentation?
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