Machine Learning Engineering for Production(MLOps) MLEP Resources
Topic | Replies | Views | Activity | |
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MLEP: How to Refresh your Workspace
This applies to notebooks in Course 2 that run on Coursera Labs. If you clicked a blue Launch Notebook! button in the classroom, then that assignment runs in the said environment. This will come in handy whenever you nee… |
3 | 381 | August 22, 2022 | |
MLEP Course 4: Lecture Notes
Lecture notes for C4 - Deploying Machine Learning Models in Production of the Machine Learning Engineering for Production (MLOps) Specialization Week 1: C4_W1.pdf (2.1 MB) Week 2: C4_W2.pdf (4.4 MB) Week 3: C… |
0 | 12157 | October 25, 2021 | |
MLEP Course 3: Lecture Notes
Lecture notes for C3 - Machine Learning Modeling Pipelines in Production of the Machine Learning Engineering for Production (MLOps) Specialization Week 1: C3_W1.pdf (2.4 MB) Week 2: C3_W2.pdf (2.8 MB) Week 3: … |
0 | 14743 | October 25, 2021 | |
MLEP Course 2: Lecture Notes
Lecture notes for C2 - Machine Learning Data Lifecycle in Production of the Machine Learning Engineering for Production (MLOps) Specialization Week 1: C2_W1.pdf (6.3 MB) Week 2: C2_W2.pdf (4.2 MB) Week 3: C2_… |
0 | 15709 | October 25, 2021 | |
MLEP Course 1: Lecture Notes
Lecture notes for C1 - Introduction to Machine Learning in Production of the Machine Learning Engineering for Production (MLOps) Specialization Week 1: C1_W1.pdf (1.8 MB) Week 2: C1_W2.pdf (6.1 MB) Week 3: C1_W3… |
0 | 42572 | October 25, 2021 | |
MLEP C3 Assignment Troubleshooting Tips
For all Qwiklabs 1 - You get the error message “You do not have permission to view this project” or you can’t find files that you have already created earlier If you’re sure that you’ve followed all instructions but get… |
2 | 3286 | October 1, 2021 | |
MLEP C4 Assignment Troubleshooting Tips
For all Qwiklabs 1 - You get the error message “You do not have permission to view this project” or you can’t find files that you have already created earlier If you’re sure that you’ve followed all instructions but get… |
2 | 2739 | September 27, 2021 | |
MLEP C2 Assignment Troubleshooting Tips
Hi everyone! These are common solutions to grader errors in the Course 2 assignments (all weeks). Kindly check if all are cleared before posting so we can investigate further. Thanks! There should not be any cell in … |
4 | 2954 | July 9, 2021 | |
About the MLEP Resources category
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1 | 346 | May 12, 2021 | |
My notes on Week one - Data Validation
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3 | 170 | April 29, 2024 | |
What I did to get Docker solution to work on M1
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1 | 251 | September 27, 2023 | |
Unexpected error in C3W3 Assignment | tf-job-crds
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2 | 180 | July 30, 2023 | |
Having trouble in C3_W1 automl assignment
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4 | 155 | July 20, 2023 | |
Help needed for evaluating MLOps Products
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1 | 154 | June 18, 2023 | |
Estimating the cost of an ML project
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3 | 300 | June 11, 2023 | |
Alternative to cloud shell for creating gcp resources?
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2 | 152 | June 4, 2023 | |
What's next after MLEP specialization?
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1 | 170 | May 23, 2023 | |
MLEP C1 W3: Most videos are inaccessible
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1 | 137 | March 16, 2023 | |
C4_W3_Lab_1_Kubeflow_Pipelines deployments are not READY even after 17h
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4 | 233 | February 8, 2023 | |
My notes and answers
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1 | 197 | May 20, 2023 | |
Solved: Running C1W1 ungraded lab on Google Colab
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1 | 254 | October 18, 2022 | |
Error importing tensorflow under WIndows 10
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1 | 198 | July 31, 2022 | |
Here is the Slides of course 1 of ML OP, including the optional one
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3 | 1312 | June 21, 2022 | |
Key Learning Points (with Lesson Notes) - Course 4
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1 | 171 | November 25, 2022 | |
Artificial intelligence AI
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1 | 174 | November 25, 2022 | |
Apache Beam on DirectRunner on Windows - RuntimeError: VarLong too long
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1 | 167 | November 25, 2022 | |
Key Learning Points (with Lesson Notes) - Course 3
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1 | 222 | November 25, 2022 | |
Key Learning Points (with Lesson Notes) - Course 2
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1 | 266 | November 25, 2022 | |
Fastapi Covid notebook
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2 | 259 | November 16, 2021 | |
Introductory video to Kubeflow
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1 | 258 | November 25, 2022 |