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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 use data augmentation to improve a deep learning model’s performance?
RELATED INTERVIEW QUESTIONS
How do you handle missing data in large datasets using imputation techniques?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is the role of Shannon entropy in feature selection?
What is data normalization, and why is it important in machine learning?
What is data anonymization, and why is it essential in data analytics?
What is the significance of the ROC-AUC score in evaluating classification models?
How would you handle noisy data when training a machine learning model?
What are the best practices for analyzing real-time data streams?
What is time-series forecasting, and how do you handle seasonality in models?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How do you evaluate the effectiveness of an outlier detection model?
How would you evaluate and select the best machine learning model for a specific use case?
How do you balance the trade-off between bias and variance in machine learning?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
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