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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is the role of Markov chains in predictive analytics for customer behavior?
RELATED INTERVIEW QUESTIONS
Explain the importance of hyperparameter tuning in improving machine learning models.
What are the advantages of using deep learning over traditional machine learning in analytics?
How do you apply data smoothing techniques for time-series forecasting?
What is causal inference, and how does it differ from correlation analysis?
How would you handle an imbalanced dataset in a classification problem?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
What is Boosting in machine learning, and how does it work?
How do you apply gradient descent in training deep neural networks?
What are the differences between bagging and boosting in ensemble methods?
What is the role of visualization in data analysis, and which Python libraries would you use?
What is the importance of using dropout in deep learning models?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
How do you handle high-dimensional data and reduce the risk of overfitting?
What is the role of data enrichment in data analytics, and how is it achieved?
What is the significance of feature importance in decision tree algorithms?
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