Deep Learning Specialization Deep Learning Resources
| Topic | Replies | Views | Activity | |
|---|---|---|---|---|
|
Feedforward Neural Networks in Depth
Forward propagation, backward propagation, various activation functions, various cost functions, vectorization… :exploding_head: Would you like to read my derivation of the mathematics behind feedforward neural networ… |
|
64 | 91876 | February 1, 2025 |
|
DLS Course 2: Lecture Notes
Lecture notes of the C2 - Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization of the Deep Learning Specialisation. Note: These slides haven’t been maintained, and that you might find m… |
|
6 | 120995 | September 30, 2021 |
|
DLS Course 5: Lecture Notes
Lecture notes of the C5 - Sequence Models of the Deep Learning Specialisation. Note: These slides haven’t been maintained, and that you might find missing topics and incorrect information in them, as opposed to lecture … |
|
2 | 91090 | September 8, 2021 |
|
DLS Course 4: Lecture Notes
Lecture notes of the C4 - Convolutional Neural Networks of the Deep Learning Specialisation. Note: These slides haven’t been maintained, and that you might find missing topics and incorrect information in them, as oppos… |
|
2 | 122011 | September 8, 2021 |
|
DLS Course 3: Lecture Notes
Lecture notes of the C3 - Structuring Machine Learning Projects of the Deep Learning Specialisation. Note: These slides haven’t been maintained, and that you might find missing topics and incorrect information in them, … |
|
4 | 68635 | September 6, 2021 |
|
DLS Course 1: Lecture Notes
Lecture notes of the C1 - Neural Networks and Deep Learning of the Deep Learning Specialisation. Note: These slides haven’t been maintained, and that you might find missing topics and incorrect information in them, as o… |
|
2 | 407719 | September 2, 2021 |
|
About the Deep Learning Resources category
|
|
0 | 780 | May 2, 2021 |
|
Deep Learning Bibliography
If you are interested in finding some textbooks either as an accompaniment to this course or as a way to dig deeper, here are some suggestions: François Chollet’s Deep Learning with Python is a good beginner-level book,… |
|
25 | 5375 | October 13, 2024 |
|
All my progress gone from my Neural Networks and Deep Learning course
|
|
4 | 20 | June 11, 2025 |
|
Source code incompatible with major upgrades of dependent libraries
|
|
2 | 19 | February 27, 2025 |
|
Downloading all DLS Labs at once
|
|
2 | 68 | February 12, 2025 |
|
Possible error in lecture slides
|
|
5 | 1002 | December 27, 2024 |
|
Follow-on to Deep Learning Specialization in late 2024/2025?
|
|
1 | 135 | December 16, 2024 |
|
Conda env for notebook of programming assignment
|
|
2 | 23 | December 14, 2024 |
|
Question on Train/Test Split and Data Handling in Pre-Trained Models for NMT Assignment
|
|
3 | 22 | December 4, 2024 |
|
Finished the Deep Learning Specialization, now what?
|
|
2 | 385 | October 30, 2024 |
|
Custom Back Propagation in Deep Learning
|
|
6 | 42 | October 2, 2024 |
|
Missing drawing for the softmax slides
|
|
1 | 30 | September 22, 2024 |
|
Book, reference or resource with similar info from week 1 ML Strategy
|
|
1 | 341 | July 22, 2024 |
|
Coursera certificate is not showing
|
|
2 | 297 | July 9, 2024 |
|
Financial aid for courses
|
|
1 | 201 | July 4, 2024 |
|
Deep Learning Specialization includes pre-trained models usage?
|
|
2 | 132 | April 19, 2024 |
|
Image_segmentation_Unet_v2 - build the model (problem)
|
|
7 | 249 | March 8, 2024 |
|
Programming Assignment: Transformers Architecture with TensorFlow-Exercise 6 - DecoderLayer
|
|
3 | 331 | February 13, 2024 |
|
Purchase a subscription to unlock this item error
|
|
5 | 275 | January 25, 2024 |
|
Download video lectures?
|
|
5 | 1484 | January 18, 2024 |
|
What's the difference between X[0] and X[0,:]
|
|
4 | 312 | January 18, 2024 |
|
Can anyone send me the link to week 3 assignment of DLS Course 1
|
|
1 | 198 | January 12, 2024 |
|
The choice between using * (element-wise multiplication) and np.dot (dot product)
|
|
1 | 290 | January 2, 2024 |
|
Thanks! And... where next?
|
|
2 | 292 | December 30, 2023 |