[WIP] Streamlining

[AoifeHughes]

This is an ambitious, and possibly stupid suggestion. Thus, I'd suggest each changed file be thoroughly reviewed.

(Which I will do! Would be rude to ask anyone else to check I haven't broken everything.)

m1

• [x] 1.1-WhatIsDataScience
• [x] 1.2-DataScienceProjectLifecycle
• [x] 1.3-EDIForDataScience
• [x] 1.4-CollaborationAndReproducibility
• [x] hands-on
• [x] overview

  m2

• [x] 2-01-01-WhereToFindData
• [x] 2-01-02-LegalityAndEthics
• [x] 2-01-03-PandasIntro
• [x] 2-01-04-DataSourcesAndFormats
• [x] 2-01-05-ControllingAccess
• [x] 2-01-GettingLoading
• [x] 2-02-01-DataConsistency
• [x] 2-02-02-ModifyingColumnsAndIndices
• [x] 2-02-03-FeatureEngineering
• [x] 2-02-04-01-TimeAndDateData
• [x] 2-02-04-02-TextData
• [x] 2-02-04-03-CategoricalData
• [x] 2-02-04-04-ImageData
• [x] 2-02-04-DataManipulation
• [x] 2-02-05-PrivacyAndAnonymisation
• [x] 2-02-06-LinkingDatasets
• [x] 2-02-07-MissingData
• [x] 2-02-ExploringWrangling
• [x] 2-hands-on-complete
• [x] 2-hands-on
• [x] 2-overview

  m3

• [x] 3.1-FiguresGoneWrong
• [x] 3.2-RulesOfTheGame
• [x] 3.3-Atlas0fVisualisations
• [x] 3.4-StoryTelling
• [x] 3.5-DataVisForExploration
• [x] hands-on
• [x] overview

  m4

• [x] 4.1_What_and_Why
• [x] 4.2_Fitting_Models
• [x] 4.3_Building_simple_model
• [x] 4.4_Evaluating_a_model
• [x] hands-on
• [x] overview

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[AoifeHughes]

Still think 1.1 has too much, but not sure! Need to think about how this is taught and how much material is needed.

[AoifeHughes]

@callummole I just realised I've been merging back-to-back markdown cells - I'm guessing this will make it super annoying with respect to https://github.com/alan-turing-institute/rds-course/pull/126 for making slides?

I'll stop now, but if we do come up with suggestions or guidelines for teaching / prepping slides do let me know, and I'll adjust accordingly (only did this to 1.1. so far, and a few times in other places)

[AoifeHughes]

As per meeting this morning with @callummole - he suggested we use a glossary to store a lot of the removed information caused by streamlinning the notebooks!

[AoifeHughes]

quick thought c503cfacd967d0a941bb398fa972d2b1e3a8da08 and some others have changed names. Can we make a note here to double-check there's no hard references in the book which reference to no dead files?

• [ ] Check all links are healthy post-file-rename

[AoifeHughes]

I noticed that some grammar things I'd previous fixed had become undone - partly fixed by 044550f

[AoifeHughes]

Latest commit: https://github.com/alan-turing-institute/rds-course/pull/138/commits/7c37bc3c289664e0201658db594e0ee9661f0ea5 still has myst issues, which are linked to exporting / creating slides. Thus, don't impact the course itself or the build. Still, warnings == errors, so this will need fixed soonish.

Will merge this branch once all files are reviewed and verified