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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is regression analysis, and how do you apply it in business analytics?
RELATED INTERVIEW QUESTIONS
How would you measure the impact of an analytics model in a business setting?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
How do you select the best machine learning model for a given dataset?
How do you handle outliers in time-series data?
Explain data leakage and how to prevent it in machine learning models.
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
How does feature scaling improve the convergence of gradient descent algorithms?
What is deep learning and how is it used for image recognition?
How do you perform outlier detection in data analytics?
How do you ensure reproducibility in your data analysis pipelines?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you implement feature selection techniques for high-dimensional data?
How do you apply Shannon entropy in data analytics for feature selection?
How do you assess the impact of outliers in your data and model predictions?
How would you handle an imbalanced dataset in a classification problem?
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