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add linking to exercises in timeplan
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SkafteNicki committed Dec 15, 2023
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Expand Up @@ -33,11 +33,11 @@ especially with a focus on making everything reproducible.

Date | Day | Presentation topic | Frameworks | Format
-----|-----------|--------------------------------------------------------------------|--------------------------------------|-----------
2/1 | Tuesday | Deep learning software <br> [📝](slides/Deep%20Learning%20software.pdf) [🎥](https://drive.google.com/file/d/1v0vEWhpFESLIpDz_buyaQIopUwiO-qP4/view?usp=share_link)| Terminal, Conda, IDE, Pytorch | Exercises
3/1 | Wednesday | MLOps: what is it? <br> [📝](slides/What%20is%20MLOps.pdf) [🎥](https://drive.google.com/file/d/1YIQszJZK9jkBfaQjvbdNFZB6UkEXw0_7/view?usp=share_link) | Git, CookieCutter, Pep8, DVC | Exercises
4/1 | Thursday | Reproducibility <br> [📝](slides/Reproducibility.pdf) [🎥](https://drive.google.com/file/d/186y1ndv9NMUrL7A9v05G6Jnow4Qg20Hp/view?usp=share_link) | Docker, Hydra | Exercises
5/1 | Friday | Debugging <br> [📝](slides/Debugging%20ML%20Code.pdf) [🎥](https://drive.google.com/file/d/1DeW3UI62jrq42av1uN0-yV5FRNTdeKYz/view?usp=share_link) | Debugger, Profiler, Wandb, Lightning | Exercises
6/1 | Saturday | Pytorch ecosystem <br> [📝](slides/Projects.pdf) [🎥](https://drive.google.com/file/d/1gH0mhUJqA8itDf2gIgYltcEpFCFuCUg-/view?usp=share_link) | - | Projects
2/1 | Tuesday | Deep learning software <br> [📝](slides/Deep%20Learning%20software.pdf) [🎥](https://drive.google.com/file/d/1v0vEWhpFESLIpDz_buyaQIopUwiO-qP4/view?usp=share_link)| Terminal, Conda, IDE, Pytorch | [Exercises](s1_development_environment/README.md)
3/1 | Wednesday | MLOps: what is it? <br> [📝](slides/What%20is%20MLOps.pdf) [🎥](https://drive.google.com/file/d/1YIQszJZK9jkBfaQjvbdNFZB6UkEXw0_7/view?usp=share_link) | Git, CookieCutter, Pep8, DVC | [Exercises](s2_organisation_and_version_control/README.md)
4/1 | Thursday | Reproducibility <br> [📝](slides/Reproducibility.pdf) [🎥](https://drive.google.com/file/d/186y1ndv9NMUrL7A9v05G6Jnow4Qg20Hp/view?usp=share_link) | Docker, Hydra | [Exercises](s3_reproducibility/README.md)
5/1 | Friday | Debugging <br> [📝](slides/Debugging%20ML%20Code.pdf) [🎥](https://drive.google.com/file/d/1DeW3UI62jrq42av1uN0-yV5FRNTdeKYz/view?usp=share_link) | Debugger, Profiler, Wandb, Lightning | [Exercises](s4_debugging_and_logging/README.md)
6/1 | Saturday | Pytorch ecosystem <br> [📝](slides/Projects.pdf) [🎥](https://drive.google.com/file/d/1gH0mhUJqA8itDf2gIgYltcEpFCFuCUg-/view?usp=share_link) | - | [Projects](projects.md)

## Week 2

Expand All @@ -47,11 +47,11 @@ different services to help develop a full machine learning pipeline.

Date | Day | Presentation topic | Frameworks | Format
-----|-----------|-----------------------------------------------------------------|---------------------------------------------------|-----------
8/1 | Monday | Continuous Integration <br> [📝](slides/Continues%20Integration.pdf) [🎥](https://drive.google.com/file/d/1KN1j0BI3oWPJPXe1zY_4bxVvruNn7R6O/view?usp=share_link)| Pytest, Github actions, Pre-commit, CML | Exercises
9/1 | Tuesday | The Cloud <br> [📝](slides/Cloud%20Intro.pdf) [🎥](https://drive.google.com/file/d/1EF60Z_pGlsy1I5UWI01RSUtt3Ef1a_o6/view?usp=share_link) | GCP Engine, Bucket, Container registry, Vertex AI | Exercises
10/1 | Wednesday | Deployment <br> [📝](slides/Deployment.pdf) [🎥](https://drive.google.com/file/d/1MbZyaN_ia_VC9Na894NdMLodj4TbAirJ/view?usp=share_link) | FastAPI, Torchservce, GCP Functions, Run | Exercises
11/1 | Thursday | Guest lecture <br> [🎥](https://drive.google.com/file/d/1Qg0LnSINe8epdR7q8sQbMsrXKJenTuDT/view?usp=share_link) | - | Projects
12/1 | Friday | Guest lecture <br> [🎥](https://drive.google.com/file/d/1fGq9VSx0WUj3X7kpKP2y5avMbW-jw6K7/view?usp=share_link) | - | Projects
8/1 | Monday | Continuous Integration <br> [📝](slides/Continues%20Integration.pdf) [🎥](https://drive.google.com/file/d/1KN1j0BI3oWPJPXe1zY_4bxVvruNn7R6O/view?usp=share_link)| Pytest, Github actions, Pre-commit, CML | [Exercises](s5_continuous_integration/README.md)
9/1 | Tuesday | The Cloud <br> [📝](slides/Cloud%20Intro.pdf) [🎥](https://drive.google.com/file/d/1EF60Z_pGlsy1I5UWI01RSUtt3Ef1a_o6/view?usp=share_link) | GCP Engine, Bucket, Container registry, Vertex AI | [Exercises](s6_the_cloud/README.md)
10/1 | Wednesday | Deployment <br> [📝](slides/Deployment.pdf) [🎥](https://drive.google.com/file/d/1MbZyaN_ia_VC9Na894NdMLodj4TbAirJ/view?usp=share_link) | FastAPI, Torchservce, GCP Functions, Run | [Exercises](s7_deployment/README.md)
11/1 | Thursday | Guest lecture <br> [🎥](https://drive.google.com/file/d/1Qg0LnSINe8epdR7q8sQbMsrXKJenTuDT/view?usp=share_link) | - | [Projects](projects.md)
12/1 | Friday | Guest lecture <br> [🎥](https://drive.google.com/file/d/1fGq9VSx0WUj3X7kpKP2y5avMbW-jw6K7/view?usp=share_link) | - | [Projects](projects.md)

## Week 3

Expand All @@ -62,8 +62,8 @@ important topic if we ever want our applications to be used by many people at th

Date | Day | Presentation topic | Frameworks | Format
-----|-----------|-------------------------------------------------------------------|-------------------------------------|----------
15/1 | Monday | Monitoring (Guest lecture) <br> [🎥](https://drive.google.com/file/d/1ks2Wx-XPEJWxF7aWrbDgXQ2_BLdQSm6l/view?usp=share_link) | Evidently AI, OpenTelemetry, Signoz | Exercises
16/1 | Tuesday | Scalable applications <br> [📝](slides/Distributed%20applications.pdf) [🎥](https://drive.google.com/file/d/1g7Y1Y-FrgR7WNc8FWyBD27dQ7h7HOKuJ/view?usp=share_link) | Pytorch, Lightning | Exercises
17/1 | Wednesday | - | - | Projects
18/1 | Thursday | - | - | Projects
15/1 | Monday | Monitoring (Guest lecture) <br> [🎥](https://drive.google.com/file/d/1ks2Wx-XPEJWxF7aWrbDgXQ2_BLdQSm6l/view?usp=share_link) | Evidently AI, OpenTelemetry, Signoz | [Exercises](s8_monitoring/README.md)
16/1 | Tuesday | Scalable applications <br> [📝](slides/Distributed%20applications.pdf) [🎥](https://drive.google.com/file/d/1g7Y1Y-FrgR7WNc8FWyBD27dQ7h7HOKuJ/view?usp=share_link) | Pytorch, Lightning | [Exercises](s9_scalable_applications/README.md)
17/1 | Wednesday | - | - | [Projects](projects.md)
18/1 | Thursday | - | - | [Projects](projects.md)
19/1 | Friday | - | - | Exam

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