Course Q&A Deep Learning Specialization

Improving Deep Neural Networks: Hyperparameter tun Welcome to the DLS Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization, and Optimization Discourse page! Deep Learning Resources In the Deep Learning Resources category everyone is encouraged to share resources related to the world of Deep Learning. Whether is is your own research, something interesting, cutting edge or something you think someone else can benefit from, all is welcomed. Convolutional Neural Networks Welcome to the DLS Course 4: Convolutional Neural Networks Discourse page! Neural Networks and Deep Learning Welcome to the DLS Course 1: Neural Networks and Deep Learning Community Page! Structuring Machine Learning Projects Welcome to the DLS Course 3: Structuring Machine Learning Projects Discourse Page! Sequence Models Welcome the DLS Course 5: Sequence Models Discourse page!

Topic	Replies	Views	Activity
Derivation of DL/dz Neural Networks and Deep Learning	20	104926	September 24, 2022
Pedagogy of C5 W4 A1 Transformer (Ex4: Encoder Layer) Sequence Models	43	5139	October 2, 2024
C5W4: Transformer Architectures with TensorFlow Sequence Models week-4	40	4425	August 3, 2024
DLS 2 week 3 exercise 6 compute_cost Improving Deep Neural Networks: Hyperparameter tun	41	3967	September 20, 2024
DLS Course 4: When Saving: "Permission denied: W4A1/Face_Recognition.ipynb" Convolutional Neural Networks	97	2602	October 29, 2023
Week 2 Exercise 5 propagate function Neural Networks and Deep Learning	60	5776	January 9, 2023
Week 4 Assignment 2 Exercise 6 Issue Convolutional Neural Networks	21	3174	July 12, 2024
Disappearance of Submit button Neural Networks and Deep Learning	29	1270	May 29, 2023
Symmetry Breaking versus Zero Initialization Neural Networks and Deep Learning week-3	7	8199	January 5, 2022
Cannot compute_cost course 2 week 3 Improving Deep Neural Networks: Hyperparameter tun	91	6703	January 7, 2023
Data Augmentation to Address Foggy Images Quiz 2 Question 10 Structuring Machine Learning Projects	9	1676	November 18, 2022
Questions about YOLO Convolutional Neural Networks	13	2407	January 23, 2025
Week 1 Assignment 1 Backpropagation Sequence Models	19	2699	July 20, 2024
W4_Quiz_3D Convolution Convolutional Neural Networks	6	1447	August 7, 2022
W2_A2_Ex-8_Value Error for w Neural Networks and Deep Learning	141	4498	May 31, 2023
Course 2, Week 3, one_hot_matrix clarification Improving Deep Neural Networks: Hyperparameter tun	6	1920	May 7, 2024
W 4 A1 \| Ex- 5 \| Wrong shape and output Neural Networks and Deep Learning	82	4175	March 17, 2023
Week 1 - Assignment 3 Sequence Models	43	4787	September 8, 2023
W1 A2 \| Ex-2 Sample Function Sequence Models	5	2187	July 16, 2023
W1 A3 \| Ex-1 \| djmodel- AttributeError: layer “lstm” has multiple inbound nodes Sequence Models	40	5094	October 6, 2022
W4_Ex-4_Tests failing Neural Networks and Deep Learning	28	2315	February 17, 2025
Week 1 Assignment 1 conv_forward (a small pitfall) Convolutional Neural Networks	18	4101	August 15, 2023
Cannot save or submit Coursera labs Improving Deep Neural Networks: Hyperparameter tun	26	1332	April 7, 2023
Permission denied Convolutional Neural Networks	24	1209	April 6, 2023
C4 W2 A2:Module 'tensorflow.keras.layers' has no attribute 'RandomFlip' Convolutional Neural Networks	27	3064	December 30, 2023
Course 4 Week 1 Exercise 3 - conv_forward Error: Wrong output for variable in position 0 Convolutional Neural Networks	33	2290	October 29, 2023
W2_A2_Wrong values for d[w] Neural Networks and Deep Learning	29	2032	October 26, 2023
W4_A2_Ex-1/2_Two_layer_model Neural Networks and Deep Learning	29	1926	July 26, 2023
Week 3,4: Why isn't 1/m part of dz^[L]? Neural Networks and Deep Learning	19	1289	December 6, 2022
Course 4 week 2 project 2 Convolutional Neural Networks	30	3551	August 16, 2022