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Reverse Instructional Design
- based on research summarised in The Carpentries Instructor Training
- determine target audience
- determine practical skill(s) they need to learn
- create concept maps to guide curriculum design
- design exercises to assess learner progress towards objectives*
- write connecting material*
* It's not expected to reach this point during day #1
Table of contents
- 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