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What is deep learning ?

Deep learning software engineer developer | DEEP LEARNING ( AI ) FOR BEGINNERS AND CODERS | MULTIPLEWORDS BY PROGRAMMERS

What is Deep Learning ?

Deep Learning is the subbranch of machine learning which uses neural network to learn from data fast and efficiently . In the recent times it is adopted by most of the companies and most of the companies have given there open source framework to the market . As a software developer you should be more concentrating on this post of machine learning because it less time to learn and provide most of the features of machine learning . You can think it as a black box which creates code for you from data . It is design and develop by Geoffrey Hinton in 1990's . But due to lack of hardware it wasnt successful at that time , but in 2011 when GPU,s and TPU's are introduced algorithm starts to work . It is designed as human brain is connected by thousand of neuron . And it works to extract conceptual informatiom from data

Deep learning and brain neurons | DEEP LEARNING ( AI ) FOR BEGINNERS AND CODERS | MULTIPLEWORDS BY PROGRAMMERS

Likewise deep learning is made up of node which helps to extract conceptual information from data. It use linear algebra to give weights to each node . It is made of layers of node . Each layer extract some conceptual aspects of data . As the number of layer increases extraction of conceptual aspects also increase but cost of increasing layer also increases and risk of model becomes overfitted also increases . So the layer decision should be very wise. But as a software developer you dont need to go to technical aspects of deep learning . Instead you should think it as a black box

Deep learning node | DEEP LEARNING ( AI ) FOR BEGINNERS AND CODERS | MULTIPLEWORDS BY PROGRAMMERS

Deep Learning takes data and generate Program code in which we input data and get output . Where as in software development we write heuristic code to get output main difference is noted below.

Deep Learning Creation Diagram | DEEP LEARNING ( AI ) FOR BEGINNERS AND CODERS | MULTIPLEWORDS BY PROGRAMMERS

All Major Companies wants developer to adapt deep learning in their program for that they have provided their high level framework for Deep Learning such as Tensorflow , CNTK ,MxNet etc . Each Frameworks create binary models for you to use in your systems

Taher Deep learning Engineer

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