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DeeplearningisoneofthemostpopulardomainsintheAIspace,allowingyoutodevelopmulti-layeredmodelsofvaryingcomplexities.Thisbookintroducesyoutopopulardeeplearningalgorithms—frombasictoadvanced—andshowsyouhowtoimplementthemfromscratchusingTensorFlow.Throughoutthebook,youwillgaininsightsintoeachalgorithm,themathematicalprinciples...
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Hands-On Deep Learning Algorithms With Python Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow About the book Deep learning is one of the most popular domains in the artificial intelligence (AI) space, which allows you to develop multi-layered models of varyi...
Rectified linear, or as it is more commonly known, ReLU function is the most widely used activation function in deep learning models. It suppresses the negative values to zero. The reason for ReLU being so widely used is it deactivates the neurons that produce negative values. This kind of ...
Unsupervised learning is used when we don't have the corresponding target output values for the input. It is used to understand the data distribution and discover similarity of some kinds between the data points. As there is no target output to learn from, unsupervised algorithms rely on initial...
essentiallearningalgorithmsusedfordeepandshallowarchitectures.Packedwithpracticalimplementationsandideastohelpyoubuildefficientartificialintelligencesystems(AI),thisbookwillhelpyoulearnhowneuralnetworksplayamajorroleinbuildingdeeparchitectures.Youwillunderstandvariousdeeplearningarchitectures(suchasAlexNet,VGGNet,GoogleNet)with...
Deep learning is one of the most popular domains in the AI space, allowing you to develop multi-layered models of varying complexities. This book introduces you to popular deep learning algorithms—from basic to advanced—and shows you how to implement t
Hands-On Deep Learning Architectures with Python explains the essential learning algorithms used for deep and shallow architectures. Packed with practical implementations and ideas to help you build efficient artificial intelligence systems (AI), this book will help you learn how neural networks play a...
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