DEEP LEARNING – A REVOLUTION OF ARTIFICIAL INTELLIGENCE

Posted October 3, 2023

WHAT IS DEEP LEARNING ?

Deep Learning is a technique that makes the system to perform like the way humans solve problems and make decisions. It is a subset of Machine learning. It uses the concept of Neural networks.

TYPES OF DEEP LEARNING

Convolutional Neural Network (CNN)
Recurrent Neural Network (RNN)

WHAT IS CONVOLUTIONAL NEURAL NETWORK ?

Convolutional Neural Network is used for object detection ,image classification and facial recognition. CNN is mainly used with images. Example :Image classification of Autonomous vehicles

WHAT IS RECURRENT NEURAL NETWORK ?

Recurrent Neural Network uses sequential data. The output depends on the previous layer input so the speed of computation is slow. RNN is used for text and videos.

Example : Sentiment Analysis in Social Media and to predict the next word in the sequence the user must have the knowledge of previous words used.

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