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Ilya Shabanov Profile picture
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Dec 25 • 4 tweets • 3 min read
Another brilliant AI tool, to help you with your data science and #R needs. #AcademicChatter

rtutor.ai

🔸Upload your CSV data
🔸Tell it what you want to do with your data in normal language

⬇️ Pretty impressive, here is an example
I asked the AI a non-basic question:

"Could you create a linear bayesian regression model for cty depending on displ and plot the results as a scatter plot"

(cty and displ are two columns of the data)

🤯 Boom: Code + Result ImageImage
I played around with #ChatGPT previously as well.

The results are impressive both ways - I feel that this tool is more geared towards data science. @OpenAI explains the code more though.

Convinced: In the future no one will be doing #R manually.

Adding AI 👾 is only one example of how technology can make our academic experience _effortless_.

If you are a scientist or student who wants to leverage modern technology such as AI...

...here is a little known, budding newsletter to join 🙏

ilyashabanov.substack.com

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More from @Artifexx

Ilya Shabanov Profile picture
Dec 27
Overwhelmed with 100s of papers for your research and literature review, #AcademicTwitter ?

Here is my solution: A Visual Reference Manager made with @obsdmd brand new canvas feature.

Your 🧠 is not a database - it's a network. #Academicchatter

Follow the 🧵 to learn how.
@obsdmd I use @obsdmd for all my academic needs.

I have 4 types of notes: Sources, Collections, Thoughts and Outlines.

In the title of the source note, I link the PDF of my paper/book chapter.

Here is a thread on how you can set up this system for yourself.

buff.ly/3jAmV7m
@obsdmd Let's create a new Canvas by using the button on the top left of Obsidians interface. Image
Read 11 tweets
Ilya Shabanov Profile picture
Dec 17
Tutorial: Using @obsdmd for notes AND as a reference manager (and even replace @zotero).

Why?

☝️Keeping your interlinked notes, annotations and PDFs in one place is incredibly powerful when you want to write and publish fast!

#ScienceTwitter @OpenAcademics @AcademicChatter
1. Create a note and name it in your usual citation style. e.g. "Connell 1964". Use a template where you include the DOI at the top. Here is an example
2. Scroll down to the bottom of the note and use the "Inset Attachment" command. (Hit ctrl/⌘ + P and type in "Insert Attachment")

Now select the file you have downloaded to embed it directly into the note.

Pro Tip: Assign a Hotkey to "Insert Attachment" to use it instantly.
Read 9 tweets
Ilya Shabanov Profile picture
Dec 15
Solving struggles of every academic in 14 battle-tested solutions and attitudes.

Procrastination🤳
Back Pain 🥹
Low Productivity 🦥
Poor Organisation 📅
Lack of Sleep 🥱 ...

A practical, motivational and somewhat dreamy thread 👇

@OpenAcademics @PhD_Balance #phdfriend
One Core Mantra | None of these attributes ARE you.

You HAVE them, hence you are able to LOOSE them.

Distinguish between BEING and BEHAVIOUR.

Once your recognise behaviour, you can change it, once you change it isn't a part of you anymore.
Procrastination | A dull knife or a square wheel. You don't lack productivity, you still HAVE it - it only needs some attention and love.

SOMETHING holds you back, you experience FRICTION.

Look out for FRICTION. What annoys you? What takes too much time? What slows down?
Read 17 tweets
Ilya Shabanov Profile picture
Dec 14
Note Taking with @obsdmd is pure bliss. Over years I developed my own system for academic notes and today finally I wrote on the ideas.

Check out the long version, or follow the thread

ilyashabanov.substack.com/p/note-taking-…
1. @obsdmd is arguably the best tool for academic writing. It is extendable, you own your data and it is blazing fast.

Use it. Overcome the MS Word addiction.
2. The longevity of your note taking is directly proportional to how well you thought out the structure of your notes.

A million methodologies exist. Zettelkasten, LYT etc.

I tried most of them and out of the box none are great for natural science.
Read 13 tweets

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