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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
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 imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What are the common pitfalls when working with real-time data in analytics?
Explain the difference between data mining and data analytics.
What is the role of visualization in data analysis, and which Python libraries would you use?
What are the limitations of using random forests for classification tasks?
What are the most important performance metrics for classification models?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you choose the best machine learning algorithm for a given dataset?
What is data anonymization, and why is it essential in data analytics?
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
What is the concept of feature extraction in computer vision?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What are the benefits of using cloud analytics over on-premise solutions?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
How does regularization help to reduce overfitting in machine learning models?
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