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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How does ensemble learning work, and when should it be applied?
RELATED INTERVIEW QUESTIONS
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
How do you use SQL joins in data analytics to integrate data from multiple sources?
How do you handle textual data when working with machine learning models?
What is reinforcement learning, and where is it applied in business analytics?
How do you handle unstructured data in analytics models?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What is Boosting in machine learning, and how does it work?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What are decision trees, and how are they used in classification tasks?
How would you handle an imbalanced dataset in a classification problem?
How do you apply Shannon entropy in data analytics for feature selection?
Explain the concept of model overfitting and how can it be mitigated.
What is the difference between regression and classification models in machine learning?
How do you use data augmentation to improve a deep learning model’s performance?
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