1142_Deep Learning_357177
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Course Intro

Course Resources

  • syllabus 2026
  • 1 Introduction to Neural networks
  • [錄] 02231513
  • 2 machine learning with shallow neural networks(1)
  • [錄] 03021418
  • [錄] 03021510
  • [錄] 03021610
  • [錄] 03091517
  • [錄] 03091610
  • practice homework 1
  • 3 machine learning with shallow neural networks(2)
  • 4 deep forward neural networks
  • [錄] 03161419
  • [錄] 03161510
  • [錄] 03161620
  • [錄] 03231417
  • [錄] 03231510
  • [錄] 03231610
  • How to prepare the report for the take home exam
  • DL First Exam 2026
  • [錄] 03301417
  • [錄] 03301513
  • [錄] 03301614
  • [錄] 04131419
  • [錄] 04131511
  • [錄] 04131610
  • 5 teaching deep learners to generalize_1
  • [錄] 04201444
  • [錄] 04201510
  • [錄] 04201613
  • 7 teaching deep learners to generalize_2
  • [錄] 04271419
  • [錄] 04271511
  • [錄] 04271610
  • 8 recurrent neural networks_1
  • [錄] 05041417
  • [錄] 05041510
  • [錄] 05041611
  • 9 recurrent neural networks_2
  • second homework
  • 10 convolutional neural networks_1
  • [錄] 05181418
  • [錄] 05181510
  • [錄] 05181610
  • DL Second Exam 2026
  • [錄] 05251419
  • [錄] 05251514
  • [錄] 05251613
Teacher / 姚立德

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