Course Q&A Deep Learning Specialization

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! Neural Networks and Deep Learning Welcome to the DLS Course 1: Neural Networks and Deep Learning Community Page! Convolutional Neural Networks Welcome to the DLS Course 4: Convolutional Neural Networks Discourse page! 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.

Topic	Replies	Views	Activity
Derivation of DL/dz Neural Networks and Deep Learning	20	76436	September 24, 2022
Pedagogy of C5 W4 A1 Transformer (Ex4: Encoder Layer) Sequence Models	42	4442	March 19, 2024
C5W4: Transformer Architectures with TensorFlow Sequence Models	36	3506	April 28, 2024
DLS Course 4: When Saving: "Permission denied: W4A1/Face_Recognition.ipynb" Convolutional Neural Networks	97	1856	October 29, 2023
Week 2 Exercise 5 propagate function Neural Networks and Deep Learning	60	4850	January 9, 2023
Disappearance of Submit button Neural Networks and Deep Learning	29	969	May 29, 2023
Week 4 Assignment 2 Exercise 6 Issue Convolutional Neural Networks	17	2660	March 1, 2024
Symmetry Breaking versus Zero Initialization Neural Networks and Deep Learning	7	3253	January 5, 2022
DLS 2 week 3 exercise 6 compute_cost Improving Deep Neural Networks: Hyperparameter tun	34	3252	February 18, 2024
Cannot compute_cost course 2 week 3 Improving Deep Neural Networks: Hyperparameter tun	91	6031	January 7, 2023
Data Augmentation to Address Foggy Images Quiz 2 Question 10 Structuring Machine Learning Projects	9	1424	November 18, 2022
Week 1 Assignment 1 Backpropagation Sequence Models	17	2249	April 4, 2024
Questions about YOLO Convolutional Neural Networks	10	2061	August 24, 2022
W4_Quiz_3D Convolution Convolutional Neural Networks	6	1257	August 7, 2022
W2_A2_Ex-8_Value Error for w Neural Networks and Deep Learning	141	3628	May 31, 2023
W 4 A1 \| Ex- 5 \| Wrong shape and output Neural Networks and Deep Learning	82	3409	March 17, 2023
Course 2, Week 3, one_hot_matrix clarification Improving Deep Neural Networks: Hyperparameter tun	5	1669	August 5, 2022
Week 1 - Assignment 3 Sequence Models	43	4101	September 8, 2023
W1 A2 \| Ex-2 Sample Function Sequence Models	5	1902	July 16, 2023
W1 A3 \| Ex-1 \| djmodel- AttributeError: layer “lstm” has multiple inbound nodes Sequence Models	40	4478	October 6, 2022
Week 1 Assignment 1 conv_forward (a small pitfall) Convolutional Neural Networks	18	3574	August 15, 2023
Cannot save or submit Coursera labs Improving Deep Neural Networks: Hyperparameter tun	26	761	April 7, 2023
Permission denied Convolutional Neural Networks	24	974	April 6, 2023
C4 W2 A2:Module 'tensorflow.keras.layers' has no attribute 'RandomFlip' Convolutional Neural Networks	27	1875	December 30, 2023
W4_Ex-4_Tests failing Neural Networks and Deep Learning	24	1882	December 7, 2023
Course 4 Week 1 Exercise 3 - conv_forward Error: Wrong output for variable in position 0 Convolutional Neural Networks	33	1865	October 29, 2023
W2_A2_Wrong values for d[w] Neural Networks and Deep Learning	29	1635	October 26, 2023
W4_A2_Ex-1/2_Two_layer_model Neural Networks and Deep Learning	29	1640	July 26, 2023
Week 3,4: Why isn't 1/m part of dz^[L]? Neural Networks and Deep Learning	19	959	December 6, 2022
Course 1: Week 3 (backpropagation intuition) Neural Networks and Deep Learning	21	3779	April 27, 2022