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training-modules

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This folder contains learning modules which can be combined in any desired way by workshop facilitators. Each module contains a description of learning goals, links to additional resources like slides or software tutorials, and a detailed description of steps.

Modules beginning with "A" contain a general introduction to content mining and the ContentMine project. They include an overview about legal and practical issues, as well as an introduction to core concepts of content mining.

Modules beginning with "B" contain practical examples and demonstrations of ContentMine tools, and are designed as more interactive sessions.

Modules beginning with "C" build on what has been learned in "B". They are designed as hacky, guided applications of ContentMine tools, and enable participants to explore and work on their own use cases with the help of our facilitators.

Module Description Estimated length
A Introduction sessions 195min
A1 What is content mining in general, what does ContentMine do specifically? 45min
A2 Under what circumstances is it legal to content mine, and how? 45min
A3 What is a fact, where does it come from, what can I do with it? 45min
A4 Participate and contribute to the ContentMine 15min
A5 Getting an easy start with Canary 45min
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B Practical sessions 335min
B1 Overview of tool chain: What happens how, where can I jump in? 45min
B2 How to work with ContentMine tools 45min
B3 Building a corpus with getpapers 50min
B4 Scraping with quickscrape 45min
B5 Normalizing the literature 30min
B6 Extracting facts with AMI 60min
B7 Putting facts in context with jupyter 60min
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C Hacking sessions 180min - 390min
C1 ami-regex 60min - 90min
C2 Writing scraper definitions 60min - 120min
C3 Explore own use case 60min - 180min