What are some real-world applications of deep learning?
Deep learning is used in various fields such as healthcare for disease diagnosis, finance for fraud detection, and autonomous vehicles.
Can you give me an example of deep learning in healthcare?
Sure! In healthcare, deep learning algorithms analyze medical images to detect conditions like tumors or fractures.
What about its use in natural language processing?
In natural language processing, deep learning powers applications like chatbots, translation services, and sentiment analysis.
Are there any challenges associated with deep learning?
Yes, challenges include the need for large datasets, high computational power, and the risk of overfitting.
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