In the field of Deep Learning, Neural Networks have a wide range of applications. Neural Networks are being used in several industries like E-Commerce, Banking, Manufacturing, etc. Let's understand the various applications of neural networks in different sectors of industries
Image Recognition: Convolution Neural Networks are used to identify images. Facebook uses such algorithm to auto-tag a person on a photograph.
Cancer Detection: Deep Belief Networks are used to identify cancerous tumors in the human body.
Composing music: Deep Neural Nets can be used to produce music by making computers learn the patterns in a composition.
Robot Navigation: Artificial Neural Nets are used to train robots to perform human tasks
Autonomous Driving cars: Neural Networks can be used to distinguish different types of objects, people, road signs and drives without human intervention and train a vehicle to drive of its own.
Predicting the next word: Recurrent Neural Networks can be used to predict the next word in a sentence or text. LSTMs can also be used to work with long term dependencies. This is how Google's auto-complete feature works.
Below are some videos which you can refer to learn more about Neural Networks and Deep Learning: