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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you identify and resolve data leakage in machine learning models?
RELATED INTERVIEW QUESTIONS
How do you handle multivariate time series data for forecasting?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How would you perform outlier detection using Isolation Forest?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you perform feature scaling, and what are its benefits in machine learning?
What is the concept of feature extraction in computer vision?
What are the differences between bagging and boosting in ensemble methods?
How do you interpret the results of cluster analysis in market research?
What is data normalization, and why is it important in machine learning?
What is overfitting, and how can it be avoided using regularization techniques?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is stratified sampling, and when should it be used in machine learning?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
How do you use bootstrapping in model evaluation, and what are its advantages?
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