Course Q&A TensorFlow: Data and Deployment Specialization

TensorFlow: Data and Deployment Resources In the Resources category everyone is encouraged to share resources related to the world of Tensorflow Data and Deplyoment. Whether it is your own research, something interesting, cutting edge or something you think someone else can benefit from, all is welcomed. Browser-based Models with TensorFlow.js Welcome to course 1 of Tensorflow Data and Deployment Device-based Models with TensorFlow Lite Welcome to course 2 of Tensorflow Data and Deployment Advanced Deployment Scenarios with TensorFlow Welcome to course 4 of Tensorflow Data and Deployment Data Pipelines with TensorFlow Data Services Welcome to course 2 of Tensorflow Data and Deployment

Topic	Replies	Views	Activity
About the TensorFlow: Data and Deployment Specialization category TensorFlow: Data and Deployment Specialization To ensure a smooth and productive experience for everyone, here are a few important guidelines regarding posting in our forum: Category Permissions: Please note that learners are not allowed to post in all categorie…	5	192	December 16, 2025
C3W2 Assignment: Kernel keeps crashing in the "Split the dataset" cell Data Pipelines with TensorFlow Data Services week-module-2 , coursera-platform	6	16	February 18, 2026
C2W2: practically impossible to complete the assignment on data augmentation Browser-based Models with TensorFlow.js week-module-2 , dl-ai-learning-platform	1	16	January 5, 2026
Tensorflow C3W4 assignment for part 2 Device-based Models with TensorFlow Lite week-module-3 , tensorflow	2	38	August 1, 2025
Path advice seeking Browser-based Models with TensorFlow.js week-module-1 , ai-discussions , careers , introductions	9	105	May 18, 2025
Model not learning when run on macbook Browser-based Models with TensorFlow.js week-module-4	6	61	May 18, 2025
C2W1 graded assignment file not opening Device-based Models with TensorFlow Lite week-module-1	1	20	May 15, 2025
TF Data and Deployment Course 4: Lecture Notes TensorFlow: Data and Deployment Resources Lecture Notes of C4 - Advanced Deployment Scenarios with TensorFlow of the TensorFlow: Data and Deployment Specialization Note: These slides haven’t been maintained, and you might find missing topics and incorrect infor…	0	3533	November 8, 2021
TF Data and Deployment Course 3: Lecture Notes TensorFlow: Data and Deployment Resources Lecture Notes of C3 - Data Pipelines with TensorFlow Data Services of the TensorFlow: Data and Deployment Specialization Note: These slides haven’t been maintained, and you might find missing topics and incorrect inform…	0	5212	November 8, 2021
TF Data and Deployment Course 2: Lecture Notes TensorFlow: Data and Deployment Resources Lecture Notes of C2 - Device-based Models with TensorFlow Lite of the TensorFlow: Data and Deployment Specialization Note: These slides haven’t been maintained, and you might find missing topics and incorrect informatio…	0	5441	November 8, 2021
TF Data and Deployment Course 1: Lecture Notes TensorFlow: Data and Deployment Resources Lecture Notes of C1 - Browser-based Models with TensorFlow.js of the TensorFlow: Data and Deployment Specialization Note: These slides haven’t been maintained, and you might find missing topics and incorrect information…	0	7563	November 8, 2021
C3W2_Assignment (TFDS-V2-Week2). Error: AttributeError Data Pipelines with TensorFlow Data Services week-module-2	1	26	March 31, 2025
Become a Mentor for TF2 TensorFlow: Data and Deployment Specialization	2	35	January 17, 2025
Problems with code errors in colab C4_W1_Lab_1_tfserving_hello_world.ipynb Advanced Deployment Scenarios with TensorFlow week-module-1	11	78	January 16, 2025
Feature_columns.ipynb : AttributeError: module 'keras._tf_keras.keras.layers' has no attribute 'DenseFeatures' Data Pipelines with TensorFlow Data Services week-module-3	2	671	January 8, 2025
C1_W1_Assignment Test accuracy Browser-based Models with TensorFlow.js week-module-1	5	480	January 7, 2025
Too many values to unpack (expected 2) -can someone point me towards previous lectures on one-hot encoding? Data Pipelines with TensorFlow Data Services week-module-1	6	34	January 6, 2025
Assignment TFDS-V2-Week2 The kernel appears to have died. It will restart automatically Data Pipelines with TensorFlow Data Services week-module-2	4	36	December 30, 2024
2024 , this problem is back and data_dir is not the solution: TypeError("__init__() missing 2 required positional arguments: 'op' and 'message'",) Data Pipelines with TensorFlow Data Services week-module-1	10	31	December 30, 2024
C3W2 Assignment: Grader ran out of memory while grading the submission Data Pipelines with TensorFlow Data Services week-module-2	16	1331	December 26, 2024
Error: TypeError("__init__() missing 2 required positional arguments: 'op' and 'message'",) Data Pipelines with TensorFlow Data Services week-module-1	28	2348	December 26, 2024
Week1 Assignment cell 2 - ouput differs from expected output. is it still correct? Data Pipelines with TensorFlow Data Services week-module-1	4	34	December 25, 2024
Android Studio Device-based Models with TensorFlow Lite week-module-2	10	1272	December 18, 2024
C1_W1 Assignment upload fail. -submission failed with error 500 Device-based Models with TensorFlow Lite week-module-1	3	37	December 16, 2024
Cannot Pass C1W1 Assignment [Solved] Browser-based Models with TensorFlow.js week-module-1	9	152	December 16, 2024
C1_W4_assignment - issues - fails and some workarounds for VS code & Chrome browser Browser-based Models with TensorFlow.js week-module-4	1	28	December 16, 2024
C1_W3_assignment Browser-based Models with TensorFlow.js - cannot convert model to json Browser-based Models with TensorFlow.js week-module-3	11	72	December 10, 2024
C3W2 BBC News Data Pipelines with TensorFlow Data Services week-module-2	1	30	December 7, 2024
C1W1 -Received an array of 30 Tensors, but expected 1 to match the input keys dense_Dense1_input Browser-based Models with TensorFlow.js week-module-1	17	93	December 5, 2024
C1_W2_Lab_2_callbacks.ipynb : clarification on sample size Browser-based Models with TensorFlow.js week-module-2	2	41	November 20, 2024