(updated 5/31/2023) L8 - Deep Learning Fundamentals-4.pdf
Readings
- If you know nothing about deep learning, you can start with this tutorial by Le. [Part 1][Part 2] or 13.5-6 in your textbook.
- Optional readings:
  - Chapters 3-6 in 2018 - A Guide to Convolutional Neural Networks for Computer Vision.pdf (PDF file here downloaded from the library and not to be distributed)
  - A more hands-on approach can be found in Chapters 1-10 in 2021 - Learning Deep Learning_ Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow.pdf (PDF file here downloaded from the library and not to be distributed)
    - the associated codes (both Keras and Tensorflow) can be found in https://github.com/NVDLI/LDL