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  • State-of-the-Art Deep Learning Models in TensorFlow

    Modern Machine Learning in the Google Colab Ecosystem

    by David Paper ...
    Series series Professional and Applied Computing (R0)
    Use TensorFlow 2.x in the Google Colab ecosystem to create state-of-the-art deep learning models guided by hands-on examples. The Colab ecosystem provides a free cloud service with easy access to on-demand GPU (and TPU) hardware acceleration for fast execution of the models you learn to build. This book teaches you state-of-the-art deep learning models in an applied manner with the only ... Read more

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  • TensorFlow 2.x in the Colaboratory Cloud

    An Introduction to Deep Learning on Google’s Cloud Service

    by David Paper ...
    Series series Professional and Applied Computing (R0)
    Use TensorFlow 2.x with Google's Colaboratory (Colab) product that offers a free cloud service for Python programmers. Colab is especially well suited as a platform for TensorFlow 2.x deep learning applications. You will learn Colab’s default install of the most current TensorFlow 2.x along with Colab’s easy access to on-demand GPU hardware acceleration in the cloud for fast execution of deep ... Read more

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  • Hands-on Scikit-Learn for Machine Learning Applications

    Data Science Fundamentals with Python

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    Series series Professional and Applied Computing (R0)
    Aspiring data science professionals can learn the Scikit-Learn library along with the fundamentals of machine learning with this book. The book combines the Anaconda Python distribution with the popular Scikit-Learn library to demonstrate a wide range of supervised and unsupervised machine learning algorithms. Care is taken to walk you through the principles of machine learning through clear ... Read more

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  • Data Science Fundamentals for Python and MongoDB

    by David Paper ...
    Series series Professional and Applied Computing (R0)
    Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate. The book is a necessary precursor to applying and implementing ... Read more

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  • Web Programming for Business

    PHP Object-Oriented Programming with Oracle

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    Web Programming for Business: PHP Object-Oriented Programming with Oracle focuses on fundamental PHP coding, giving students practical, enduring skills to solve data and technical problems in business.Using Oracle as the backend database, the book is version-neutral, teaching students code that will still work even with changes to PHP and Oracle. The code is clean, clearly explained and solutions ... Read more

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  • Programming

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