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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 K-means clustering algorithm, and how do you determine the optimal number of clusters?
RELATED INTERVIEW QUESTIONS
Explain how an ensemble learning method like Random Forest improves model performance.
What is a confusion matrix, and how do you calculate its various metrics?
What is the role of unsupervised learning in data clustering?
Explain the concept of Big Data and its challenges in the context of data analytics.
What are semantic networks, and how are they used in knowledge extraction from text?
How do you perform A/B testing for evaluating the performance of a new marketing campaign?
What are the major differences between SQL and NoSQL databases in data analytics?
What is the role of data imputation in handling missing data?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
What is the importance of data cleaning in data analytics, and what techniques would you use?
What are active learning methods, and when would you apply them in data analytics?
How would you evaluate model performance in an imbalanced dataset problem?
How does dimensionality reduction improve the performance of machine learning algorithms?
How do you build a predictive model for sales forecasting in e-commerce?
What is the bootstrap method, and how is it used for confidence interval estimation?
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