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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 decision trees in building interpretable machine learning models?
RELATED INTERVIEW QUESTIONS
Explain the concept of a precision-recall curve and when to use it.
How do you interpret the results of cluster analysis in market research?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What are the challenges of data visualization, and how do you overcome them?
How do you calculate the precision, recall, and F1-score for a binary classification model?
How do you implement automated machine learning (AutoML) tools in your workflow?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is the role of Natural Language Processing (NLP) in data analytics?
What is linear programming, and how does it relate to data optimization problems?
How do you apply Shannon entropy in data analytics for feature selection?
How do you use data augmentation to improve a deep learning model’s performance?
What is Bagging in machine learning, and how does it reduce overfitting?
How do you handle a large dataset that does not fit into memory?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
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