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    Deep Learning Essentials. Your hands-on guide to the fundamentals of deep learning and neural network modeling Wei Di, Jianing Wei, Anurag Bhardwaj

    (ebook) (audiobook) (audiobook) Książka w języku 1
    Deep Learning Essentials. Your hands-on guide to the fundamentals of deep learning and neural network modeling Wei Di, Jianing Wei, Anurag Bhardwaj - okladka książki

    Deep Learning Essentials. Your hands-on guide to the fundamentals of deep learning and neural network modeling Wei Di, Jianing Wei, Anurag Bhardwaj - okladka książki

    Deep Learning Essentials. Your hands-on guide to the fundamentals of deep learning and neural network modeling Wei Di, Jianing Wei, Anurag Bhardwaj - audiobook MP3

    Deep Learning Essentials. Your hands-on guide to the fundamentals of deep learning and neural network modeling Wei Di, Jianing Wei, Anurag Bhardwaj - audiobook CD

    Autorzy:
    Wei Di, Jianing Wei, Anurag Bhardwaj
    Wydawnictwo:
    Packt Publishing (Z chęcią przeczytam książkę w języku polskim)
    Ocena:
    Bądź pierwszym, który oceni tę książkę
    Stron:
    284
    Dostępne formaty:
         PDF
         ePub
         Mobi
    Deep Learning a trending topic in the field of Artificial Intelligence today and can be considered to be an advanced form of machine learning.

    This book will help you take your first steps in training efficient deep learning models and applying them in various practical scenarios. You will model, train, and deploy different kinds of neural networks such as CNN, RNN, and will see some of their applications in real-world domains including computer vision, natural language processing, speech recognition, and so on. You will build practical projects such as chatbots, implement reinforcement learning to build smart games, and develop expert systems for image captioning and processing using Python library such as TensorFlow. This book also covers solutions for different problems you might come across while training models, such as noisy datasets, and small datasets.

    By the end of this book, you will have a firm understanding of the basics of deep learning and neural network modeling, along with their practical applications.

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    O autorach książki

    Wei Di is a data scientist with years of experience in machine learning and artificial intelligence. She is passionate about creating smart and scalable intelligent solutions that can impact millions of individuals and empower successful business. Currently, she works a staff data scientist in LinkedIn. She was previously associated with eBay Human Language Technology team and eBay Research Labs. Prior to that, she was with ancestry, working on large-scale data mining in the areas of record linkage. She received her PhD from Purdue University in 2011.
    Jianing Wei is a senior software engineer at Google Research. He works in the area of computer vision and computational imaging. Prior to joining Google in 2013, Jianing worked at Sony US Research Center for four years in the area of 3D computer vision and image processing. Jianing obtained his Ph.D. in Electrical and Computer Engineering from Purdue University in 2010.
    Anurag Bhardwaj currently leads data science efforts at Wiser Solutions, where he focuses on structuring large scale eCommerce inventory. He is particularly interested in using machine learning to solve problems on product category classification, product matching and various related problems in eCommerce. Previously, he worked on image understanding at eBay Research Labs. Anurag received his PhD and MS from the State University of New York at Buffalo and holds a BTech in computer engineering from the National Institute of Technology, Kurukshetra, India.

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