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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you use clustering for market segmentation in customer analytics?
RELATED INTERVIEW QUESTIONS
How do you handle high-dimensional data and reduce the risk of overfitting?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is the importance of data privacy in analytics, and how do you ensure compliance?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What is regression analysis, and how do you apply it in business analytics?
What are data imputation techniques, and how are they used for handling missing data?
What is the difference between KNN and SVM in classification tasks?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How do you implement a Markov Chain for predictive analytics in customer behavior?
How do you apply data smoothing techniques for time-series forecasting?
What is the importance of hyperparameter tuning in machine learning models?
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