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    Mobile Artificial Intelligence Projects (ebook)(audiobook)(audiobook) Książka w języku angielskim

    Okładka książki/ebooka Mobile Artificial Intelligence Projects

    Okładka książki Mobile Artificial Intelligence Projects

    Okładka książki Mobile Artificial Intelligence Projects

    Okładka książki Mobile Artificial Intelligence Projects

    Ocena:
    Bądź pierwszym, który oceni tę książkę
    Stron:
    303
    3w1 w pakiecie:
    PDF
    ePub
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    Ebook

    109,00 zł

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    Do przechowalni

    Learn to build end-to-end AI apps from scratch for Android and iOS using TensorFlow Lite, CoreML, and PyTorch

    Key Features

    • Build practical, real-world AI projects on Android and iOS
    • Implement tasks such as recognizing handwritten digits, sentiment analysis, and more
    • Explore the core functions of machine learning, deep learning, and mobile vision

    Book Description

    We're witnessing a revolution in Artificial Intelligence, thanks to breakthroughs in deep learning. Mobile Artificial Intelligence Projects empowers you to take part in this revolution by applying Artificial Intelligence (AI) techniques to design applications for natural language processing (NLP), robotics, and computer vision.

    This book teaches you to harness the power of AI in mobile applications along with learning the core functions of NLP, neural networks, deep learning, and mobile vision. It features a range of projects, covering tasks such as real-estate price prediction, recognizing hand-written digits, predicting car damage, and sentiment analysis. You will learn to utilize NLP and machine learning algorithms to make applications more predictive, proactive, and capable of making autonomous decisions with less human input. In the concluding chapters, you will work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch across Android and iOS platforms.

    By the end of this book, you will have developed exciting and more intuitive mobile applications that deliver a customized and more personalized experience to users.

    What you will learn

    • Explore the concepts and fundamentals of AI, deep learning, and neural networks
    • Implement use cases for machine vision and natural language processing
    • Build an ML model to predict car damage using TensorFlow
    • Deploy TensorFlow on mobile to convert speech to text
    • Implement GAN to recognize hand-written digits
    • Develop end-to-end mobile applications that use AI principles
    • Work with popular libraries, such as TensorFlow Lite, CoreML, and PyTorch

    Who this book is for

    Mobile Artificial Intelligence Projects is for machine learning professionals, deep learning engineers, AI engineers, and software engineers who want to integrate AI technology into mobile-based platforms and applications. Sound knowledge of machine learning and experience with any programming language is all you need to get started with this book.

    O autorze

    Matt R. Cole od 30 lat programuje dla systemu Windows — biegle posługuje się językami: C, C++, C# oraz platformą .NET. Napisał system generowania mowy oraz system VOIP dla NASA, którego używano na promach kosmicznych i stacji kosmicznej. Przygotował pierwszy framework mikrousług klasy enterprise (napisany w całości w C# i .NET), wykorzystywany przez jeden z głównych funduszy hedgingowych. Napisał też framework sztucznej inteligencji, w którym zintegrowane zostały neurony lustrzane i kanoniczne.

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