TensorFlow Deep Learning Projects: 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning
Leverage the power of Tensorflow to design deep learning systems for a variety of real-world scenarios
TensorFlow Deep Learning Projects: 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning
منتج #: 43119940

TensorFlow Deep Learning Projects: 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning

منتج #: 43119940

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    Leverage the power of Tensorflow to design deep learning systems for a variety of real-world scenarios
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    Diverse Applications
    Covers various domains like computer vision, machine translation, chatbots, and reinforcement learning, allowing learners to experience a wide range of real-world applications and enhance their skill set.
    Hands-On Projects
    Encourages practical learning through 10 real-world projects, enabling users to apply TensorFlow concepts and improve their understanding while building tangible solutions.
    Industry-Relevant Skills
    Helps users gain essential skills needed in the industry today, making them more competitive in the job market and equipping them with expertise directly applicable to their careers.

    تفاصيل المنتج

    Shop TensorFlow Deep Learning Projects: 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning online at a best price in الامارات. 1788398068
    • Leverage the power of Tensorflow to design deep learning systems for a variety of real-world scenariosKey FeaturesBuild efficient deep learning pipelines using the popular Tensorflow frameworkTrain neural networks such as ConvNets, generative models, and LSTMsIncludes projects related to Computer Vision, stock prediction, chatbots and moreBook DescriptionTensorFlow is one of the most popular frameworks used for machine learning and, more recently, deep learning. It provides a fast and efficient framework for training different kinds of deep learning models, with very high accuracy. This book is your guide to master deep learning with TensorFlow with the help of 10 real-world projects.TensorFlow Deep Learning Projects starts with setting up the right TensorFlow environment for deep learning. Learn to train different types of deep learning models using TensorFlow, including Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Generative Adversarial Networks. While doing so, you will build end-to-end deep learning solutions to tackle different real-world problems in image processing, recommendation systems, stock prediction, and building chatbots, to name a few. You will also develop systems that perform machine translation, and use reinforcement learning techniques to play games.By the end of this book, you will have mastered all the concepts of deep learning and their implementation with TensorFlow, and will be able to build and train your own deep learning models with TensorFlow confidently.What you will learnSet up the TensorFlow environment for deep learningConstruct your own ConvNets for effective image processingUse LSTMs for image caption generationForecast stock prediction accurately with an LSTM architectureLearn what semantic matching is by detecting duplicate Quora questionsSet up an AWS instance with TensorFlow to train GANsTrain and set up a chatbot to understand and interpret human inputBuild an AI capable of playing a video game by itself -and win it!Who This Book Is ForThis book is for data scientists, machine learning developers as well as deep learning practitioners, who want to build interesting deep learning projects that leverage the power of Tensorflow. Some understanding of machine learning and deep learning, and familiarity with the TensorFlow framework is all you need to get started with this book.Table of ContentsRecognizing traffic signs using ConvnetsAnnotating Images with Object Detection APICaption generation for imagesBuilding GANs for Conditional Image CreationStock Price Prediction with LSTM Create & Train Machine Translation SystemsTrain and set up a Chatbot, able to discuss like a humanDetecting Duplicate Quora QuestionsBuilding a TensorFlow Recommender Systems Video Games by Reinforcement learning
    Publisher Packt Publishing
    Publication date March 28, 2018
    Language English
    Print length 320 pages
    ISBN-10 1788398068
    ISBN-13 978-1788398060
    Item Weight 1.22 pounds (550 grams)
    Dimensions 7.5 x 0.73 x 9.25 inches (19.1 x 1.9 x 23.5 cm)

    من يجب أن يشتري؟

    Suitable For
    • Aspiring Data Scientists

      Those looking to enhance their skills in TensorFlow through practical, real-world deep learning projects.

    • Machine Learning Enthusiasts

      Individuals interested in experimenting with diverse domains like computer vision and chatbots using TensorFlow.

    • Developers in AI

      Software developers aiming to integrate deep learning capabilities into applications across various industries.

    Not Suitable For
    • Complete Beginners

      Individuals with no background in programming or machine learning may find the projects challenging and overwhelming.

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    أسئلة العملاء & الإجابات

    • سؤال: كيف تتسوق TensorFlow Deep Learning Projects: 10 real-world عبر الانترنت من يوباى?

      إجابه: من السهل التسوق في TensorFlow Deep Learning Projects: 10 real-world عبر الإنترنت من يوباي. كل ما عليك فعله هو البحث عن المنتج واختيار طريقة الشحن الخاصة بك أثناء الدفع وسيتم توصيله الى عنوانك
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      إجابه: نعم ، في يوباي UAE هذا المنتج متاح لك للتسوق بسعر مناسب. TensorFlow Deep Learning Projects: 10 real-world غير متوفر محليًا ولكن يمكنك الوثوق بنا بخدماتنا للشحن السريع.
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    Intelligence & Semantics Editorial Review

    TensorFlow Deep Learning Projects: 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning is an essential resource for anyone looking to deepen their understanding of practical applications in machine learning. Weighing 2 lbs, this comprehensive guide covers a range of projects that enhance learning through hands-on experience, making complex topics more accessible. Readers have found it invaluable for developing skills in areas such as computer vision and chatbots, with clear explanations and practical examples that help facilitate learning. Such relevant real-world projects allow readers to immediately apply their learning effectively.

    مراجعات العملاء وتقييماتهم

    3.9
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    • 5 نجمة
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    • 4 نجمة
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    • 3 نجمة
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    • 2 نجمة
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    إيجابيات

    • In-depth coverage of real-world deep learning projects
    • Hands-on experience with popular machine learning topics
    • Accessible explanations for complex concepts
    • Focus on practical applications in various fields
    • Great resource for both beginners and advanced learners

    سلبيات

    • Might be heavy for some readers at 2 lbs

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