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Reshape introduction and welcome episodes #26

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This PR solves issue #24 . The introduction and welcome part have been simplified and redundant info has been cut. This has resulted into an effective merge of the intro and welcome into a single episode. Moreover, this episode now introduces immediately an exercise to kick-off the course in a good vibe.

Note that the dataset part is still not completed, as transformers and LLM episodes are still in development and their datasets are not finalised yet.

@n400peanuts n400peanuts linked an issue Sep 10, 2024 that may be closed by this pull request
@n400peanuts n400peanuts added the enhancement New feature or request label Sep 10, 2024
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github-actions bot pushed a commit that referenced this pull request Sep 10, 2024
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Nice changes! I left some small comments here and there.

You could consider moving the welcome to index.md, similar to: https://github.com/carpentries-incubator/deep-learning-intro/blob/2edad370a4e1639f57804324e398b8762cb9a11a/index.md?plain=1#L2 which is rendered like this.

You could also consider adding a prerequisites box like in that lesson, but maybe that already exists somewhere in your lesson or is planned in an issue.

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- Using natural language to produce a desired response from a large language model (LLM), i.e. prompt engineering
- Other?

## Datasets
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I think this should be part of the setup instructions. Or do you have a good reason for not putting it in there?

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I think my idea was (similarly to the intro to deep learning to provide people with some level of context re- datasets and links to download it so I think I'll make this explicit

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@svenvanderburg @laurasootes and I have reshaped the first episode. We have merged preprocessing and word embeddings and reframed both around the task of tracing the semantic shift of three dutch words from 1950 to 1989: ijzeren, televisie and mobiel.

I think the task is quite nice and it works nicely but to be accomplished it requires a lot of background info that Laura and I have condensed now in one episode. It could however be streamlined even mode, with your help!

Note that the task is not trivial at all, and we have decided to follow the structure of the deep learning lesson and squeeze it into one episode only. The reason for this is that the next episodes (transformers bert, transformers genAI) will build upon the preprocessing and word embeddings concepts we have introduced here, so we can't unpack these info more than that I think.

Let me know if this episode is clear or it requires further refinement

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n400peanuts commented Nov 6, 2024

Forgot to add that the file you should look at is called 01-preprocessing.Rmd -- i hope this is clear!

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@n400peanuts I am in quite busy period so I will postpone this until the week of 9 december, I hope that is OK? You can also go ahead and merge this if it blocks your progress. I can always have a general review of episode 1.

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reshape introduction and welcome episodes
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