Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
HTML
CSS
Python
PHP
MySQL
Linux
Javascript
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
What is the bootstrap method, and how is it used for confidence interval estimation?
What is ensemble learning, and why is it useful in machine learning?
How do you optimize the performance of an algorithm when the dataset size is enormous?
What is the role of feature scaling in improving machine learning model accuracy?
How do you deal with large-scale, unstructured data in text analytics?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What are the advantages of using XGBoost over other machine learning algorithms?
What are the benefits of using cloud analytics over on-premise solutions?
What are the advantages of using deep learning over traditional machine learning in analytics?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you evaluate model stability and ensure it performs well over time?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How do you handle high cardinality categorical features in machine learning models?
How do you optimize an ML model when the dataset is imbalanced?
What is feature selection, and how does it impact the model’s performance?
X
