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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 best practices for analyzing real-time data streams?
RELATED INTERVIEW QUESTIONS
What is feature importance, and how do you evaluate it for machine learning models?
What is data integrity, and how is it maintained in a database?
Explain the role of backpropagation in training neural networks.
Explain the Naive Bayes algorithm and its application in data analytics.
How do support vector machines (SVM) work, and why are they used in classification problems?
What is the role of Shannon entropy in feature selection?
What is the difference between parametric and non-parametric tests in hypothesis testing?
Explain how principal component analysis (PCA) works for dimensionality reduction.
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
How do you interpret the results of cluster analysis in market research?
What is time-series forecasting, and how do you handle seasonality in models?
How do you decide whether to use a parametric or non-parametric statistical method?
How do you deal with class imbalance in classification models?
How would you handle an imbalanced dataset in a classification problem?
What is the role of unsupervised learning in anomaly detection?
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