@@ -31,11 +31,11 @@ especially with a focus on making everything reproducible.
3131
3232Date | Day | Presentation topic | Frameworks | Format
3333--------|-----------|--------------------------------------------------------------------|--------------------------------------|-----------
34- 6 /1/25 | Monday | [ Deep learning software📝] ( ../slides/DeepLearningSoftware.pdf ) | Terminal, Conda, IDE, PyTorch | [ Exercises] ( ../s1_development_environment/README.md )
35- 7 /1/25 | Tuesday | [ MLOps: what is it?📝] ( ../slides/IntroToMLOps.pdf ) | Git, CookieCutter, Pep8, DVC | [ Exercises] ( ../s2_organisation_and_version_control/README.md )
36- 8 /1/25 | Wednesday | [ Reproducibility📝] ( ../slides/ReproducibilityAndSoftware.pdf ) | Docker, Hydra | [ Exercises] ( ../s3_reproducibility/README.md )
37- 9 /1/25 | Thursday | [ Debugging📝] ( ../slides/DebuggingML.pdf ) | Debugger, Profiler, Wandb, Lightning | [ Exercises] ( ../s4_debugging_and_logging/README.md )
38- 10 /1/25 | Friday | [ Project work📝] ( ../slides/Projects.pdf ) | - | [ Projects] ( projects.md )
34+ 5 /1/26 | Monday | [ Deep learning software📝] ( ../slides/DeepLearningSoftware.pdf ) | Terminal, Conda, IDE, PyTorch | [ Exercises] ( ../s1_development_environment/README.md )
35+ 6 /1/26 | Tuesday | [ MLOps: what is it?📝] ( ../slides/IntroToMLOps.pdf ) | Git, CookieCutter, Pep8, DVC | [ Exercises] ( ../s2_organisation_and_version_control/README.md )
36+ 7 /1/26 | Wednesday | [ Reproducibility📝] ( ../slides/ReproducibilityAndSoftware.pdf ) | Docker, Hydra | [ Exercises] ( ../s3_reproducibility/README.md )
37+ 8 /1/26 | Thursday | [ Debugging📝] ( ../slides/DebuggingML.pdf ) | Debugger, Profiler, Wandb, Lightning | [ Exercises] ( ../s4_debugging_and_logging/README.md )
38+ 9 /1/26 | Friday | [ Project work📝] ( ../slides/Projects.pdf ) | - | [ Projects] ( projects.md )
3939
4040## Week 2
4141
@@ -45,11 +45,11 @@ different services to help develop a full machine learning pipeline.
4545
4646Date | Day | Presentation topic | Frameworks | Format
4747--------|-----------|----------------------------------------------------------------|---------------------------------------------------|-----------
48- 13 /1/25 | Monday | [ Continuous Integration📝] ( ../slides/ContinuousIntegration.pdf ) | Pytest, GitHub actions, Pre-commit, CML | [ Exercises] ( ../s5_continuous_integration/README.md )
49- 14 /1/25 | Tuesday | [ The Cloud📝] ( ../slides/CloudIntro.pdf ) | GCP Engine, Bucket, Artifact registry, Vertex AI | [ Exercises] ( ../s6_the_cloud/README.md )
50- 15 /1/25 | Wednesday | [ Deployment📝] ( ../slides/Deployment.pdf ) | FastAPI, Torchserve, GCP Functions, GCP Run | [ Exercises] ( ../s7_deployment/README.md )
51- 16 /1/25 | Thursday | External lecture | - | [ Projects] ( projects.md )
52- 17 /1/25 | Friday | No lecture | - | [ Projects] ( projects.md )
48+ 12 /1/26 | Monday | [ Continuous Integration📝] ( ../slides/ContinuousIntegration.pdf ) | Pytest, GitHub actions, Pre-commit, CML | [ Exercises] ( ../s5_continuous_integration/README.md )
49+ 12 /1/26 | Tuesday | [ The Cloud📝] ( ../slides/CloudIntro.pdf ) | GCP Engine, Bucket, Artifact registry, Vertex AI | [ Exercises] ( ../s6_the_cloud/README.md )
50+ 12 /1/26 | Wednesday | [ Deployment📝] ( ../slides/Deployment.pdf ) | FastAPI, Torchserve, GCP Functions, GCP Run | [ Exercises] ( ../s7_deployment/README.md )
51+ 12 /1/26 | Thursday | External lecture | - | [ Projects] ( projects.md )
52+ 12 /1/26 | Friday | No lecture | - | [ Projects] ( projects.md )
5353
5454## Week 3
5555
@@ -60,8 +60,8 @@ important topic if we ever want our applications to be used by many people at th
6060
6161Date | Day | Presentation topic | Frameworks | Format
6262--------|-----------|--------------------------------------------------------------|------------------------------------------|----------
63- 20 /1/25 | Monday | [ Monitoring📝] ( ../slides/Monitoring.pdf ) | Evidently AI, Prometheus, GCP Monitoring | [ Exercises] ( ../s8_monitoring/README.md )
64- 21 /1/25 | Tuesday | [ Scalable applications📝] ( ../slides/ScalingApplications.pdf ) | PyTorch, Lightning | [ Exercises] ( ../s9_scalable_applications/README.md )
65- 22 /1/25 | Wednesday | Summary lecture | - | [ Projects] ( projects.md )
66- 23 /1/25 | Thursday | No lecture | - | [ Projects] ( projects.md )
67- 24 /1/25 | Friday | No lecture | - | [ Projects] ( projects.md )
63+ 19 /1/26 | Monday | [ Monitoring📝] ( ../slides/Monitoring.pdf ) | Evidently AI, Prometheus, GCP Monitoring | [ Exercises] ( ../s8_monitoring/README.md )
64+ 20 /1/26 | Tuesday | [ Scalable applications📝] ( ../slides/ScalingApplications.pdf ) | PyTorch, Lightning | [ Exercises] ( ../s9_scalable_applications/README.md )
65+ 21 /1/26 | Wednesday | Summary lecture | - | [ Projects] ( projects.md )
66+ 22 /1/26 | Thursday | No lecture | - | [ Projects] ( projects.md )
67+ 23 /1/26 | Friday | No lecture | - | [ Projects] ( projects.md )
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