Artificial intelligence is a very vast field that is rapidly developing. The objective is to train machines to learn and act like humans to accomplish tasks efficiently - hopefully in every sector. AI is the umbrella under which subsets like deep learning and natural language processing fall. Deep learning uses neural networks that function similarly to the human brain’s neurons in order to perform complex tasks.
The biggest advantage of deep learning models is that they can work on unstructured data, unlike classic ML models. They have the capability to process data in the form of text, audio, images, and more.
CDS
How it helps-
- Flexibility and self-learning capabilities
- End-to-end problem-solving
- Parallel computing and cost-effectiveness
- Assisting marketing analytics
- The rise of self-driving cars
The applications of deep learning can be seen every day, whether it’s when using the face unlock feature on mobile phones, performing language translations, using recommendation systems, and much more. Deep learning-based automatic text generation and summarization are also gaining popularity.