OpenNN: Implementing Neural Networks 교육 과정

Course Code

OpenNN

Duration

14 hours (usually 2 days including breaks)

Requirements

  • An understanding of data science concepts
  • C++ programming experience is helpful

Audience

  • Software developers and programmers wishing to create Deep Learning applications.

Overview

강사가 진행하는이 실습에서는 신경 네트워크의 원리를 OpenNN 을 사용하여 샘플 애플리케이션을 구현합니다.

    과정 형식

    • 강의 및 토론은 실습과 결합됩니다.

    Machine Translated

    Course Outline

    Introduction to OpenNN, Machine Learning and Deep Learning

    Downloading OpenNN

    Working with Neural Designer

    • Using Neural Designer for descriptive, diagnostic, predictive and prescriptive analytics

    OpenNN architecture

    • CPU parallelization

    OpenNN classes

    • Data set, neural network, loss index, training strategy, model selection, testing analysis
    • Vector and matrix templates

    Building a neural network application

    • Choosing a suitable neural network
    • Formulating the variational problem (loss index)
    • Solving the reduced function optimization problem (training strategy)

    Working with datasets

    • The data matrix (columns as variables and rows as instances)

    Learning tasks

    • Function regression
    • Pattern recognition

    Compiling with QT Creator

    Integrating, testing and debugging your application

    The future of neural networks and OpenNN

    Summary and conclusion

    회원 평가

    ★★★★★
    ★★★★★

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