There are so many good learning resources out there by open science enthusiasts all around the world, but you just need find such resources in a sea of commercial and other resources. We are aiming to have a good overview here that helps with starting to learn in a specific expertise domain that can be helpful to the field of multimodal analyses. It is still very much under construction, so please reach out if you have tips for resources to be included.
| Progamming language | Contributors | Estimated skill level | Resource | ||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Markdown (mostly text) | The Turing Way Community | Beginner to moderate | The Turing Way: A handbook for reproducible, ethical and collaborative research | ||||||||||||||||||||||||||||
| Progamming language | Contributors | Estimated skill level | Resource |
|---|---|---|---|
| Python | Luka Snoek | Beginner | Introduction to pyhon programming called introPy |
| Progamming language | Contributors | Estimated skill level | Resource |
|---|---|---|---|
| R | Fred Hasselman | Beginner to moderate | The complex systems approach |
| Progamming language | Contributors | Estimated skill level | Resource |
|---|---|---|---|
| Python | Félix Chénier | Beginner to moderate | Biomechanical Analysis using Python and Kinetics Toolkit |
| Progamming language | Contributors | Estimated skill level | Resource |
|---|---|---|---|
| Python | Aston Zhang et al. | Advanced | Dive into Deep Learning |
Jupyter notebooks you might know from envisionBOX, which is a way to integrate python or other code with editable chunks of guiding text. However, Jupyter books takes it one step further and allows for interactive books that guide you through complicated data science concepts with embedded code and interactive content. There are many different books already published and we fervently recommend you to check it out.
New module that goes into dynamic dashboards in (Python)!
New module that goes into full body tracking with Mediapipe (Python)!
New module that goes into multimodal data wrangling in Python!
Satellite event for envisionBOX: Summer school in "Pracitical Approaches to Human Multimodal Behavior"
You can get in touch with any contributor of particular teaching modules. Emails are generally provided in the modules themselves. If you want to reach out to the main overseeing contributors than you can reach out to any of these people: