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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the difference between correlation and causality?
RELATED INTERVIEW QUESTIONS
What are decision trees, and how are they used in classification tasks?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What is time-series analysis, and what techniques do you use for it?
What are the differences between logistic regression and linear regression?
How do you deal with large-scale, unstructured data in text analytics?
What is feature selection, and how does it impact the model’s performance?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
What is the difference between batch processing and streaming in big data analytics?
How do you optimize an ML model when the dataset is imbalanced?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
How do you use decision trees for feature selection in machine learning?
Explain how hyperparameter optimization improves machine learning model performance.
What is the significance of hyperparameter tuning in optimizing machine learning models?
How do you evaluate the predictive accuracy of a machine learning model?
PHP vs Python: Features, Differences and Benefits in 2025
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