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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 handle missing data in large datasets using imputation techniques?
RELATED INTERVIEW QUESTIONS
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is the role of data normalization in machine learning?
How would you handle noisy data when training a machine learning model?
How does regularization help to reduce overfitting in machine learning models?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
Explain the difference between random forests and gradient boosting methods.
What are deep learning and its key differences from traditional machine learning methods?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How do you measure the generalization error of a machine learning model?
What is the bootstrap method, and how is it used for confidence interval estimation?
What is Bagging in machine learning, and how does it reduce overfitting?
What is the significance of data encryption in data privacy and analytics?
What are the challenges of working with unstructured data, and how can they be overcome?
How do support vector machines (SVM) work, and why are they used in classification problems?
How would you perform outlier detection using Isolation Forest?
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