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Carpentries Incubator Pre-Alpha This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.

    Carpentries Incubator
    Image Classification with Convolutional Neural Networks
    • Image Classification with Convolutional Neural Networks
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    Image Classification with Convolutional Neural Networks
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    Summary and Schedule
    1. Introduction to Deep Learning
    2. Introduction to Image Data
    3. Build a Convolutional Neural Network
    4. Compile and Train (Fit) a Convolutional Neural Network
    5. Evaluate a Convolutional Neural Network and Make Predictions (Classifications)
    6. Share a Convolutional Neural Network and Next Steps

    • Key Points
    • Instructor Notes
    • Extract All Images

    • Reference

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    Instructor Notes

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    Introduction to Deep Learning


    Introduction to Image Data


    Build a Convolutional Neural Network


    Compile and Train (Fit) a Convolutional Neural Network


    Evaluate a Convolutional Neural Network and Make Predictions (Classifications)


    Share a Convolutional Neural Network and Next Steps



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    Materials licensed under CC-BY 4.0 by the authors

    Template licensed under CC-BY 4.0 by The Carpentries

    Built with sandpaper (0.16.12), pegboard (0.7.9), and varnish (1.0.6)


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