Introduction to Deep Learning培訓

課程代碼

deeplearning1

課程時長

21 時間: 同常來說包括休息是 3天

最低要求

Good grounding in basic machine learning. Programming skills in any language (ideally Python/R).

概觀

本課程是Deep Learning一般概述,不會深入探討任何特定方法。它適合想要開始使用深度學習來提高預測準確性的人。

Machine Translated

課程簡介

  • Backprop, modular models
  • Logsum module
  • RBF Net
  • MAP/MLE loss
  • Parameter Space Transforms
  • Convolutional Module
  • Gradient-Based Learning
  • Energy for inference
  • Objective for learning
  • PCA, NLL
  • Latent Variable Models
  • Probabilistic LVM
  • Loss Function
  • Handwriting recognition

客戶評論

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