1112_Deep Learning_313512
Course Period：Now ~ Any Time
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Course Intro

Course Resources

  • syllabus 2023
  • Introduction to Neural Networks
  • [錄] 03061426
  • [錄] 03061511
  • [錄] 03061610
  • machine learning with shallow neural networks(1)
  • [錄] 03131422
  • [錄] 03131510
  • [錄] 03131611
  • [錄] 03131710
  • 3 machine learning with shallow neural networks(2)
  • 4 deep forward neural networks
  • [錄] 03201424
  • [錄] 03201514
  • [錄] 03201613
  • [錄] 03201711
  • [錄] 03251520
  • [錄] 03251614
  • [錄] 03251711
  • 5 teaching deep learners to generalize (1)
  • [錄] 03271422
  • [錄] 03271510
  • [錄] 03271612
  • [錄] 03271710
  • first practice homework
  • DL First Exam 2023
  • [錄] 04101416
  • [錄] 04101512
  • [錄] 04101610
  • 6 teaching deep learners to generalize (2)
  • [錄] 04171421
  • [錄] 04171510
  • [錄] 04171612
  • [錄] 04241424
  • [錄] 04241511
  • [錄] 04241610
  • 7 recurrent neural networks (1)
  • [錄] 05011420
  • [錄] 05011510
  • [錄] 05011611
  • 8 recurrent neural networks (2)
  • [錄] 05081421
  • [錄] 05081510
  • [錄] 05081610
  • 9 convolutional neural networks (1)
  • [錄] 05151421
  • [錄] 05151614
  • DL second exam 2023
  • 10 convolutional neural networks (2)
  • [錄] 05221429
  • [錄] 05221601
  • [錄] 05221610
  • DeepRL
  • 11 reinforcement learning (1)
  • [錄] 05291425
  • [錄] 05291513
  • Third Exam of Deep Learning 2023
  • 12 reinforcement learning (2)
  • [錄] 06051424
  • [錄] 06051529
  • [錄] 06051618
  • Second part of Third Exam 2023
Teacher / 姚立德

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