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Machine Learning & Biostatistics Hackathon 2020
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Hackathons
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Curriculum Development
Learner's Profiles
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1
Useful links and resources
Biostatistics and Machine Learning Lesson Hackathon - GitHub page
12 Decisions to run an online Hackathon
Collaborative note-taking using HackMD
Markdown cheatsheet
2
Workshop materials
Introduction to Machine Learning - SIB
BC2 Introduction to Machine Learning
An Introduction to Machine learning - S. Prabakaran
Introduction to Probability and Statistics for Engineers
Galaxy Training Material on Statistics and Machine Learning
Cambridge Coding Academy - GitHub page
Cambridge Bioinformatics Training - GitHub
Basic Statistics and Data Handling
ESCI Web Dances
Seeing Theory
3
Lesson templates
The Turing Way
The Carpentries Template
The Open Science Training Handbook
Open Science - Open Data - Open Source (P. Fernandes)
Other? (EG jekyll templates)
4
Learner's Profiles
The Carpentries Instructor Training Curriculum
Learner Profile Example (from Carpentries Instruct...
5
Concept Maps
The Carpentries Concept Maps
ML-Hackathon-Concept-Maps (Google Slides presentation for the hackathon)
6
Learning Objectives and Outcomes
Teaching Tech Together handbook - objectives and outcomes
A learning objective is what a lesson strives to a...
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