Course Q&A Machine Learning Engineering for Production(MLOps)

Introduction to Machine Learning in Production Welcome to the Machine Learning Engineering in Production Course 1 – “Introduction to Machine Learning in Production" space on Discourse! Machine Learning Modeling Pipelines in Production Welcome to the Machine Learning Engineering in Production Course 3 – “Machine Learning Modeling Pipelines in Production” space on Discourse! Machine Learning Data Lifecycle in Production Welcome to the Machine Learning Engineering in Production Course 2 – “ Machine Learning Data Lifecycle in Production" space on Discourse! MLEP Learner Projects Here, you can post any personal projects related to the course content. You can also put here your answers to the optional challenges in the ungraded labs. Deploying Machine Learning Models in Production Welcome to the Machine Learning Engineering in Production Course 4 – “Deploying Machine Learning Models in Production" space on Discourse! MLEP Resources In the Resources category everyone is encouraged to share resources related to the world of machine learning. 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
Colab code fails to execute C1W2_Ungraded_Lab_Birds_Cats_Dogs.ipynb Introduction to Machine Learning in Production week-2	1	12	January 23, 2025
How Can the Feasibility and Implementation of Drone Camera Sensors for Soil Fertility Detection Be Improved in Regions Like Pakistan? Machine Learning Modeling Pipelines in Production week-1 , week-2 , ai-discussions , introductions , project	1	43	January 2, 2025
What is the basic significance of speech recognition audio Introduction to Machine Learning in Production	5	450	December 23, 2024
W1 lab Vertex AI Workbench Notebook access denied Deploying Machine Learning Models in Production week-1	4	54	December 15, 2024
C2W3 Assignment error: There was a problem compiling the code from your notebook. Details: 'NoneType' object has no attribute 'outputs' Machine Learning Data Lifecycle in Production	15	796	December 7, 2024
Unable to submit Data Validation Assignment Machine Learning Data Lifecycle in Production week-1	4	49	December 1, 2024
Enrollment for the ML Engineering for Production Specialization will be closed Introduction to Machine Learning in Production feedback	114	3850	November 28, 2024
Deploying Machine Learning Models in Production course and MLOps Specialization certificate Deploying Machine Learning Models in Production ai-discussions	3	87	November 26, 2024
Unable to access ungraded labs of this course Introduction to Machine Learning in Production week-1 , week-2 , week-3	1	36	November 22, 2024
Conlist() got an unexpected keyword argument 'min_items' Deploying Machine Learning Models in Production	5	1846	November 1, 2024
C1W2_Ungraded_Lab Can not load the savedModel with new TF version applying Keras3 Introduction to Machine Learning in Production week-2	16	177	October 28, 2024
C4W2: Task 5 Creating TensorFlow Serving deployment Deploying Machine Learning Models in Production week-2	1	23	October 23, 2024
Unable to load lab env - MLEP COURSE 2 Week 1 Machine Learning Data Lifecycle in Production week-1	2	55	October 13, 2024
Hello can anyone help me that need Machine learning Mathematics from basic to advanced level MLEP Learner Projects	3	90	October 6, 2024
Can't run notebook in CW3 Machine Learning Modeling Pipelines in Production week-3	3	53	September 20, 2024
Machine Learning Data Lifecycle in Production Certificate is ugly Machine Learning Data Lifecycle in Production certificate	1	70	September 18, 2024
Can adding data hurt? Introduction to Machine Learning in Production week-2	2	40	September 16, 2024
Unable to run first lab. Facing issues installing h5py library Machine Learning Data Lifecycle in Production week-1	1	86	September 15, 2024
Graded lab not available Deploying Machine Learning Models in Production week-3	4	37	September 5, 2024
Where is Ungraded Labs - Best Practices Deploying Machine Learning Models in Production week-1	2	44	August 27, 2024
Downloading results of TFMA visualization Machine Learning Modeling Pipelines in Production week-4	6	43	August 20, 2024
Cannot build Docker image on MacOS Introduction to Machine Learning in Production week-1	3	55	August 18, 2024
Bad request: {'errorCode': None, 'message': 'Failed to find active course item with atom Vket9RVaEeuRpQ4rKgBMmw for 99692315', 'details': None} Machine Learning Data Lifecycle in Production week-1 , week-2 , week-3	6	490	May 17, 2024
C2W3 Grading Unsuccessful LM Machine Learning Data Lifecycle in Production week-3	2	28	August 16, 2024
Permission denied while creating directory Machine Learning Data Lifecycle in Production week-3	5	29	August 11, 2024
C2W3_Assignment - Can't download the data Machine Learning Data Lifecycle in Production week-3	5	35	August 8, 2024
C1W2 Ungraded Lab: misclassification calculation Introduction to Machine Learning in Production	5	586	August 8, 2024
MLOPS Specialization - C3W3_Running Distributed TensorFlow using Vertex AI Machine Learning Modeling Pipelines in Production week-3	3	35	August 8, 2024
C2W3_Assignment Grading (MLOPS ): list index out of range for all the exersises Machine Learning Data Lifecycle in Production week-3	2	29	August 7, 2024
Underscore used in ML pipeline Machine Learning Data Lifecycle in Production week-2	4	29	August 7, 2024