DA3408
6-Credit Course on AI Operations
File Explorer
- Exercise1_Instrument_and_Compare_Runs.ipynb
- Exercise2_Package_and_Run_MLflow_Project.ipynb
- Exercise3_Log_Model_with_Signature.ipynb
- Exercise4_Register_and_Promote_Model.ipynb
- Exercise5_Serve_Locally_and_Query.ipynb
- .gitignore
- AI Operations (AIOps).pdf
- AI-fair-use-code-of-conduct.pdf
- DA3408.pptx
- example.txt
- Lecture 1 -- Introduction to AI Operations.pptx
- Lecture 2 -- DVC.pdf
- Lecture 2 -- Git.pdf
- Lecture 2 -- TrackingHugeFilesWithGitLFS.pdf
- Lecture 3 -- MLflow_Deep_Dive.pdf
- Lecture 3 -- Tracking via MLflow.pdf
- Lecture 4 -- Dockerization.pdf
- Lecture 5 -- Docker_Exercise.ipynb
- Lecture 5 -- Dockerization -- Extras.pdf
- Lecture 6 -- KServe.pdf
- Lecture 6 -- KServe_Scaling_Exercise.ipynb
- Lecture 6 -- Kubernetes.pdf
- Lecture 6 -- Kubernetes_Scaling_Exercise.ipynb
- LICENSE
- Mod1_Course_Content.pdf
- Mod1_Student_Handouts.pdf
- Mod3_Assignment_Student.pdf
- Mod3_Course_Content.pdf
- Mod3_Student_Handouts.pdf
- Module1_Assignments_TA_Solutions_v1.pdf
- Module1_Assignments_v1.pdf
- README.md
- wordpress.yaml
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