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What is Deep Learning ?
Deep Learning is a part of machine learning methods based on artificial neural networks with representation learning. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks, and convolutional neural networks have been applied to fields including computer vision, machine vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design, medical image analysis, material inspection, and board game programs, where they have produced results comparable to and in some cases surpassing human expert performance.
Deep learning Algorithms
Artificial Neural Network
Recurrent Neural Networks (RNNs)
Convolutional Neural Networks (CNNs)
Multilayer Perceptrons (MLPs)
Long Short Term Memory Networks (LSTMs)
Generative adversarial Networks (GANs)
Deep Belief Networks
Restricted boltzmann machine
Self organizing maps
List of Deep Learning Tools :
Torch
Tensorflow
Keras
Pytorch
Microsoft Cognitive toolkit
Theano
Cuda
OpenCL
DeepCL
Caffe
Some of Deep learning project :
Face recognition or detection model
Gender detection model
Handwritten digit recognition system
Object detection model
OCR model
Visual search system
Image classification model
Traffic sign recognition and classification
Lung cancer detection model
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