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Lin Zhang @ UCA Lin Zhang @ UCA
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    Introduction to Deep Learning for Robotics

    Classes: Mon/Wed 01:00 p.m. - 2:15 p.m., CCCS 111

    Lin Zhang

    Lin Zhang

    A roboticist at UCA

    • Conway, Arkansas
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    On this page

    • Latest Updates
    • Syllabus
    • Lecture Slides & Notebooks
    • Assignments
    • Projects

    Latest Updates

    • 11/11: Uploaded “convnet” slides.
    • 10/28: Uploaded “nnNNN” slides and example.
    • 10/18: Uploaded “nnN11” slides and example.

    Syllabus

    Syllabus

    Lecture Slides & Notebooks

    • 0826: Introduction
    • 0911: NN101
    • 0916: NN101 JupyterNotebook
    • 0918: NN201
    • 0923: NNN01
    • 0925: NN201 JupyterNotebook
    • 0930: Binary Classification
    • 0930: Binary Classification JupyterNotebook
    • 1007: Image Processing
    • 1009: NNN11
    • 1014: NNN11 JupyterNotebook
    • 1021: NNNNN
    • 1023: NNNNN JupyterNotebook
    • 1111: Convolutional Neural Network

    Assignments

    1. Linear Model
    2. Logistic Regression
    3. Multi-Layer Perceptron

    Projects

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