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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 decision trees for feature selection in machine learning?
RELATED INTERVIEW QUESTIONS
Explain the concept of bias-variance tradeoff in machine learning.
How would you evaluate the performance of a recommendation system?
What is causal inference, and how does it differ from correlation analysis?
What are the limitations of using random forests for classification tasks?
What are the types of biases in data analysis and how can they be minimized?
What is the difference between KNN and SVM in classification tasks?
How does the concept of cross-validation help prevent overfitting in machine learning models?
What is the difference between correlation and causality?
How does the k-means clustering algorithm work and when should it be used?
How do you apply gradient descent in training deep neural networks?
How would you perform outlier detection using Isolation Forest?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is time-series analysis, and what techniques do you use for it?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
Explain data leakage and how to prevent it in machine learning models.
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