What is a branch of Machine Learning and invading almost all forms of technology and making dreams possible?
Inspired by the complicated working of the Human Brain and complicated working network of innumerable neurons, Deep Learning is a progressive branch of Machine Learning that is implemented using Neural Networks (which we introduced yesterday) with more than hundred layers.
Despite extensive research and long discussions, no specific boundary has been specified for separating Deep Learning and Shallow Learning.
Why do you need to know about Deep Learning?
To put it plainly,you need to know your enemy before you set out to fight it. Deep learning is extending its tentacles into almost every field and in the near future, you might be replaced with an autonomous robot backed by deep learning and Artificial Intelligence.
The most stunning progress in the field of Deep Learning has been the introduction of Self-Driving cars who can easily detect lanes and avoid pedestrians.
The advent of Humanoids can also be credited to Deep Learning. Deep Learning has strengthened the Image and NLP processing and hence, improving human and robot interaction.
Space travel and healthcare are the new fields of implementation of Deep Learning!
Deep Learning is extremely important for the implementation of Artificial Neural Networks. Convoluted Neural Networks, Multilayer Perceptrons, and Recurrent Neural Networks are some of the commonly used artificial neural networks.
We have provided you with all the introduction for Deep Learning and we hope that you have understood something. So, buckle up and dive into the DEEPs of Learning!