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    A deep understanding of deep learning (with Python intro)

    Mike X Cohen

    A deep understanding of deep learning (with Python intro) By Mike X Cohen

    Mike X Cohen

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    Python · Online Course

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    A deep understanding of deep learning (with Python intro) · Program

    About this program

    A deep understanding of deep learning (with Python intro)

    Online Course

    Learning format

    Python

    Subcategory

    English

    Course language

    $59.99

    Price

    Price may change · updated within 1–2 weeks

    Official program page

    What you'll learn in A deep understanding of deep learning (with Python intro)

    • The theory and math underlying deep learning
    • How to build artificial neural networks
    • Architectures of feedforward and convolutional networks
    • Building models in PyTorch
    • The calculus and code of gradient descent
    • Fine-tuning deep network models
    • Learn Python from scratch (no prior coding experience necessary)
    • How and why autoencoders work
    • How to use transfer learning
    • Improving model performance using regularization
    • Optimizing weight initializations
    • Understand image convolution using predefined and learned kernels
    • Whether deep learning models are understandable or mysterious black-boxes!
    • Using GPUs for deep learning (much faster than CPUs!)

    What's Included in A deep understanding of deep learning (with Python intro)

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