Course Q&A TensorFlow Developer Professional

Introduction to TF for Artificial Intelligence ... Welcome to course 1 Natural Language Processing in TensorFlow Welcome to course 3 of DeepLearning.AI TensorFlow Developer Professional Certificate Specialization. Convolutional Neural Networks in TensorFlow Welcome to course 2 of DeepLearning.AI TensorFlow Developer Professional Certificate Specialization. Sequences, Time Series and Prediction Welcome to course 4 of DeepLearning.AI TensorFlow Developer Professional Certificate Specialization. TF Developer Professional Certificate Resources In the Resources category everyone is encouraged to share resources related to the world of Deeplearning.ai Tensorflow Developer Professional. Whether it is your own research, something interesting, cutting edge or something you think someone else can benefit from, all is welcomed.

Topic	Replies	Views	Activity
TF1 Course 1: Lecture Notes TF Developer Professional Certificate Resources Lecture notes for C1 - Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning of the Tensorflow Developer Professional Specialization Note: These slides haven’t been maintained and y…	0	66570	May 2, 2022
TF1 Course 2: Lecture Notes TF Developer Professional Certificate Resources Lecture notes for C2 - Convolutional Neural Networks in Tensorflow of the Tensorflow Developer Professional Specialization Note: These slides haven’t been maintained and you might find missing topics and incorrect infor…	0	25550	May 2, 2022
TF1 Course 4: Lecture Notes TF Developer Professional Certificate Resources Lecture notes for C4 - Sequences, Time Series and Prediction of the Tensorflow Developer Professional Specialization Note: These slides haven’t been maintained and you might find missing topics and incorrect information…	0	21531	April 23, 2022
TF1 Course 3: Lecture Notes TF Developer Professional Certificate Resources Lecture notes for C3 - Natural Language Processing in Tensorflow of the Tensorflow Developer Professional Specialization Note: These slides haven’t been maintained and you might find missing topics and incorrect informa…	0	21476	May 2, 2022
ValueError: Shapes (None, 1) and (None, 24) are incompatible Convolutional Neural Networks in TensorFlow week-module-4	20	3116	April 11, 2023
Assignment: Housing Prices Introduction to TF for Artificial Intelligence ... week-module-1	32	1853	January 11, 2024
Error: Grader timed out Introduction to TF for Artificial Intelligence ... week-module-3	26	1159	March 24, 2025
Final Assignment C2W1 Training Accuracy is not increasing Convolutional Neural Networks in TensorFlow week-module-1	14	1135	August 15, 2023
Why isn't callback function working? Introduction to TF for Artificial Intelligence ... week-module-2	14	1134	August 7, 2023
C2W1Assignment - Split_data function result Convolutional Neural Networks in TensorFlow week-module-1	20	1333	December 21, 2023
Validation and training accuracy just cant reach 80% Convolutional Neural Networks in TensorFlow week-module-2	20	2183	July 11, 2023
TF1_C2W3 Cannot download Horses vs Humans Data Convolutional Neural Networks in TensorFlow week-module-3	11	764	February 23, 2022
There was a problem grading your submission. Details: Incompatible shapes: [1150,64] vs. [1150] [Op:SquaredDifference] Sequences, Time Series and Prediction week-module-4	30	1187	February 5, 2023
C2W4 ValueError: Shapes (None, 1) and (None, 26) are incompatible Convolutional Neural Networks in TensorFlow week-module-4	20	1585	February 10, 2024
C2W1_Unable to Pass the Assignment Convolutional Neural Networks in TensorFlow week-module-1	27	668	March 26, 2024
Convolutional_model not defined Introduction to TF for Artificial Intelligence ... week-module-3	11	903	June 28, 2022
Import "tensorflow.keras.preprocessing.image" could not be resolved(reportMissingImports) Convolutional Neural Networks in TensorFlow week-module-2	17	3653	September 20, 2023
Absolutely Cannot Achieve 80% Accuracy in Programming Assignment Convolutional Neural Networks in TensorFlow week-module-2	13	734	October 25, 2023
Request for Explanation on steps_per_epoch parameter Convolutional Neural Networks in TensorFlow week-module-1	14	3498	November 28, 2023
Unable to Exclude OOV Tokens Natural Language Processing in TensorFlow week-module-1	9	693	November 18, 2024
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning Course DeepLearning.AI Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - Week 3 Lab 1 Convolutional Neural Networks in TensorFlow week-module-3	16	1327	June 29, 2024
Error in create_train_test_dirs() Convolutional Neural Networks in TensorFlow week-module-1	18	1125	June 2, 2023
How to reset the notebook Convolutional Neural Networks in TensorFlow week-module-1	11	1400	March 25, 2023
Tensorflow datasets: No module named 'resource' Natural Language Processing in TensorFlow week-module-2 , week-module-3 , week-module-4	12	2212	April 17, 2025
How to reach 99% training accuracy with only 2 Conv2D layers? Convolutional Neural Networks in TensorFlow week-module-4	13	1193	December 10, 2023
C1W3_Lab Error: "Layer has never been called and thus has no defined input" Introduction to TF for Artificial Intelligence ... week-module-3	13	2108	August 13, 2024
How to run the lab with Google Colab using Local Runtime Convolutional Neural Networks in TensorFlow week-module-2	9	787	June 16, 2024
Training accuracy 86% validation 94%, required training accuracy 99% validation accuracy 95% Convolutional Neural Networks in TensorFlow week-module-4	17	1846	June 19, 2023
C2W1_Unable to split data Convolutional Neural Networks in TensorFlow week-module-1	25	822	February 26, 2024
ValueError: Shapes (None, 1) and (None, 26) are incompatible Convolutional Neural Networks in TensorFlow week-module-4	12	1959	August 29, 2023
Name 'callbacks' is not defined Introduction to TF for Artificial Intelligence ... week-module-2	25	1381	May 4, 2022
C2W4 assignment error in model.fit Convolutional Neural Networks in TensorFlow week-module-4	19	827	July 11, 2023
Link to Verify from Specialization Certificate not working Sequences, Time Series and Prediction week-module-4	12	987	May 24, 2025
C3_W1 assignment Natural Language Processing in TensorFlow week-module-1	24	1265	May 4, 2023
InvalidArgumentError various model fit code tried Natural Language Processing in TensorFlow week-module-2 , week-module-3 , week-module-4	23	1285	August 9, 2023
Confusion with input_shape of Lambda layer and Conv1D layer for time series dataset Sequences, Time Series and Prediction week-module-4	17	832	March 27, 2023
C4W1_Assignment differenced_moving_average Sequences, Time Series and Prediction week-module-1	17	819	January 5, 2024
Understanding TF Model constructor Convolutional Neural Networks in TensorFlow week-module-3	14	872	June 15, 2023
Grading issue in week 1 housing prices Introduction to TF for Artificial Intelligence ... week-module-1	26	1148	January 30, 2024
Week 1 Exercise 1 " value in the `hundreds of thousands`" Introduction to TF for Artificial Intelligence ... week-module-1	10	998	May 11, 2022
Failed test case: first layer of the model has incorrect input shape. Expected: (None, 28, 28), but got: (32, 28, 28) Introduction to TF for Artificial Intelligence ... week-module-2	14	840	April 19, 2022
C4W4 Assignment: Cannot achieve MSE below 6, MAE below 2 Sequences, Time Series and Prediction week-module-4	31	1015	April 15, 2024
"Cannot connect to GPU backend" when I runtime the Wk4 prog. assignment Convolutional Neural Networks in TensorFlow week-module-4	9	1809	March 15, 2023
C3W3 - Model Summary is empty Natural Language Processing in TensorFlow	31	543	August 20, 2024
All tests passed but getting 50% because 'gen' is not defined Introduction to TF for Artificial Intelligence ... week-module-4	14	791	March 31, 2022
Unable to upload ipynb/pkl files Convolutional Neural Networks in TensorFlow week-module-1	24	1089	September 22, 2023
C2W4_Assignment: Model Fit trouble: UnimplementedError: Graph execution error: Convolutional Neural Networks in TensorFlow week-module-4	14	1399	August 19, 2022
Shuffle in time series Sequences, Time Series and Prediction week-module-4	13	1445	April 28, 2024
Week 4 assignment fail despite showing 99.9% in the lab Introduction to TF for Artificial Intelligence ... week-module-4	13	769	June 24, 2023
FileNotFoundError: [Errno 2] No such file or directory: '/tmp/cats-v-dogs/training/cats/4431.jpg' Convolutional Neural Networks in TensorFlow week-module-1	9	894	June 28, 2023