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illustrated-machine-learning.github.io's Introduction

Welcome to our website, where we strive to make the complex world of Machine Learning more approachable through clear and concise illustrations. Our goal is to provide a visual aid for students, professionals, and anyone preparing for a technical interview to better understand the underlying concepts of Machine Learning.

Whether you're just starting out in the field or you're a seasoned professional looking to refresh your knowledge, we hope our illustrations will be a valuable resource on your journey to understanding Machine Learning.

We're all humans, therefore if you find any mistake, please raise an issue and let us know! If you are interested to help us with the development of our website, please don't hesitate to reach out to us. We welcome any and all offers of help!

illustrated-machine-learning.github.io/

illustrated-machine-learning.github.io's People

Contributors

abhijeet-gautam5702 avatar berna1995 avatar bozzelliandrea avatar francescodisalvo05 avatar lorsbach avatar simoneraponi avatar

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illustrated-machine-learning.github.io's Issues

Illustrations - Content requests

Hey! This issue aims to collect any requests for new potential illustrations ๐Ÿ“

We accept:

  • books (freely available online)
  • machine learning topics
  • blog posts
  • papers

Finally, we were also thinking to enrich the Machine Learning section, with feature engineering, handling missing data, handling outliers, and many more. Therefore, we would be more than happy to read your requests!

Clean Code Refactor: Navbar index improvement

the Navbar Component is not very comfortable to read and update, this is because it is written in pure html, it could be improved by managing a json file per subcategory which contains the index and which is loaded during loading of the webapp, the json will populate the navbar entries.

expected result: 3 json files (machine-learning, machine-learning-eng, projective-geo) with json nodes, where each json level has been rendered as ol tag if the level has childs, or li tag if it is empty

Font and image size.

Hi there,
I can see that you put great effort into this library. Since you try to pack a lot of info into a bit of space, things get really condensed. As a new learner, I find it very confusing. Also, the font and style that you use give a good sense of humour yet a small font size is hard to read.

My suggestion is to make it a more vertical design with bigger fonts and images. It will make it easier to read and understand.

Thanks

Frontend - Deploy Action

Create a github action for deploy the webapp to github pages, the process will be triggered when a commit goes to the main branch or when the user runs it manually.

Hamburger menu is hard to click

It looks like you need to click on the black color to open the menu, the white part is not clickable so you need to move the mouse and click when the cursor changes. Which is pretty annoying.

I was investigating and it seems that the clickable label doesn't contain the first top bar of the icon so the space between the top and middle bar is not clickable.

To fix this all you have to do is to add:

top: 8px;

to the span which creates the horizontal bar.

Frontend - WebApp Setup

create a react web application to replace static site management.

task to be implemented with this issue:

  • webapp skeleton
  • sidebar
  • svg render component

Search toolbar

It will be great to have a search bar available on the site.
Additional feature like this will allow any users to request for specific contents.

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