Introduction to Deep Learning培训

课程编码

deeplearning1

课程时长

21 小时 通常来说是3天,包括中间休息。

要求

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

课程概览

本课程是Deep Learning一般概述,不会深入探讨任何特定方法。它适合想要开始使用深度学习来提高预测准确性的人。

Machine Translated

课程大纲

  • 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

客户评论

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