Resource and guide books for DLS Courses

Course Q&A Deep Learning Specialization Neural Networks and Deep Learning
1

Hello Instructors, Team, Mentors,
For Deep Learning and Specialization certification, there are 4 more courses.

Would it please be possible to share test-book, online references for each course, so that I am better prepared.
Class Notes are good, but text assists in attaining a better understanding.

I could not find details in link mentioned below.
Thank you for your cooperation.
Sincerely,
A

Reference: Deep Learning Specialization - DeepLearning.AI
Courses:
2. Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization
3. Structuring Machine Learning Projects
4. Convolutional Neural Networks
5. Sequence Models

2

Hi there

What do you mean with test book?

In this thread you can find also excellent literature overview if you want to take a deep dive in Deep Learning Bibliography compiled by @paulinpaloalto.

Also in the resource section you can find the DLS lectures notes for each course: https://community.deeplearning.ai/c/deep-learning-specialization/deep-learning-resources/26

Feel free to take a look, @Anurag_Dixit!

Best regards
Christian

3

Iā€™m pretty sure that was intended as ā€œtextbookā€, as in the thread title.

4

Hello Christian,
Thanks for providing the text book details link.

Yes, I referred to text books.

Sincerely,
Anurag

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