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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 role of data imputation in handling missing data?
RELATED INTERVIEW QUESTIONS
Explain the concept of gradient boosting and its advantages over traditional decision trees.
Explain the difference between data mining and data analytics.
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
How do you calculate the precision, recall, and F1-score for a binary classification model?
What is transfer learning, and how is it useful in deep learning?
What is data streaming, and how is it used for real-time analytics?
What is the F1-score in classification tasks, and why is it important?
How would you perform real-time data analysis using Kafka and Spark?
How do you handle categorical data in machine learning models?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What are the differences between deep learning and ensemble methods in predictive analytics?
How do you evaluate the effectiveness of an outlier detection model?
How do you perform outlier detection using machine learning techniques?
How does dimensionality reduction improve the performance of machine learning algorithms?
How does bootstrapping improve model accuracy in statistical analysis?
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