[Review]: Machine Learning Novice Python

[gperu]

Lesson Title

Introduction to Machine Learning in Python

Lesson Repository URL

https://github.com/carpentries-incubator/machine-learning-novice-python

Lesson Website URL

https://carpentries-incubator.github.io/machine-learning-novice-python/

Lesson Description

This lesson provides an introduction to some of the common methods and terminologies used in machine learning research. We cover areas such as data preparation and resampling, model building, and model evaluation.

It is a prerequisite for the other lessons in the machine learning curriculum. In later lessons we explore tree-based models for prediction, neural networks for image classification, and responsible machine learning.

Author Usernames

@tompollard

Zenodo DOI

No response

Differences From Existing Lessons

No response

Confirmation of Lesson Requirements

• [X] is the original work of the author(s), or that any content derived from another source is reused with permission and appropriate attribution
• [X] aligns with The Carpentries Code of Conduct
• [X] is published under a CC-BY or CC0 license
• [X] uses The Carpentries lesson template or Carpentries Workbench without significant customisation/adaptation.

JOSE Submission Requirements

• [ ] the lesson repository includes paper.md and paper.bib files as described in the JOSE submission guide for learning modules

Potential Reviewers

No response

[tobyhodges]

Thank you for submitting this lesson for review, @gperu.

My capacity for managing lesson reviews is quite limited at the moment and I will not be able to handle reviews of all of your submitted lessons simultaneously. If you have a preference for which lesson(s) you would like us to prioritise for review, please let me know and I will do my best to focus on that/those first.

[tobyhodges]

@gperu @tompollard some wonderful volunteers from the community have joined me as new Editors. We would be able to start the review process for this lesson, as it seems like the logical first of the group of ML lessons you submitted. Are you still open to the lesson being reviewed here, or should we focus our efforts elsewhere (for now)?

[tompollard]

Great, thanks @tobyhodges! My preference would be to begin with the responsible machine learning lesson.

There are some known issues with this (the novice) lesson that I'd like to fix before another review, and I think the responsible machine learning lesson should stand well by itself. It's become a little outdated, but hopefully this will be picked up as part of the review.