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    About John Joo

    Exploring US Real Estate Values with Python

    This post covers data exploration using machine learning and interactive plotting. If interested in running the examples, there is a complementary...
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    Deep Reinforcement Learning

    This article provides an excerpt "Deep Reinforcement Learning" from the book, Deep Learning Illustrated by Krohn, Beyleveld, and Bassens. The article...
    Addison-Wesley Professional Data Science Code Machine Learning Keras Models Featured Deep Q-Learning Practical Techniques DQN Reinforcement Learning Deep Learning

    Machine Learning in Production: Software Architecture

    Special thanks to Addison-Wesley Professional for permission to excerpt the following "Software Architecture" chapter from the book, Machine Learning...
    Addison-Wesley Professional Engineering Model Management Machine Learning Software Architecture Data Science and Data Engineering Alignment Practical Techniques Model Production Data Engineering Data Infrastructure Data Scientists

    New G3 Instances in AWS - Worth it for Machine Learning?

    We benchmarked AWS’s new G3 instances for deep learning tasks and found they significantly outperform the older P2 instances. The new G3 instances...
    Benchmark Data Science Leaders At Work Engineering AWS Machine Learning Model Technology Practical Techniques Data Science Leaders Data Engineering IT G3 instances Deep Learning

    Deep Learning on GPUs without the Environment Setup in Domino

    We have seen an explosion of interest among data scientists who want to use GPUs for training deep learning models. While the libraries to support...
    Data Science Engineering AWS Machine Learning Keras Model Technology Domino Practical Techniques Data Science Leaders Data Engineering Hardware Data Scientists TensorFlow Deep Learning IT Leaders GPU

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