Ilya Shabanov Profile picture
Dec 19, 2022 β€’ 7 tweets β€’ 11 min read β€’ Read on X
Struggling with R or Python?

Leverage @OpenAI and #ChatGPT to learn and solve your data analysis challenges.

I am just blown away 🀯 ! Here are a few use cases of what you can do.

#AcademicTwitter #sciencetwitter @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice

⬇️
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice First I asked it a straight forward question to load a CSV file with "width, length, depth and weight in R": Image
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Ask for Ideas on what to do with the data.

ex "How could I visualise the four dimensional data?" Image
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Ask to show and EXPLAIN a special technique that you would like to apply to your data

I asked about "how to do a PCA analysis and what it means". Image
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Copy paste code, that you do not understand.

That one is just magic - i copy pasted some stuff from the internet. Compare screenshot and link. It's better than the person explaining it.

buff.ly/3FyhJsa

I attached the plot the code generates for comparison. ImageImage
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice Ask why YOUR code is not working by copy pasting it.

Here i made a small example where I was using float probabilities as indices and it was crashing.

I is indeed the 3. reason and then I asked it to fix it for me. And it actually fixed MY code, not some generic code 🀯 . ImageImage
@OpenAI @OpenAcademics @AcademicChatter @PhDVoice @PostdocVoice I am completely blown away by how good it is. It 100% has the potential to revolutionise the way we work.

Even if you have no clue of programming - the AI can give you clues what you can or cannot do. Before that, the job was with the 1 person in the lab who knows R πŸ˜„

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More from @Artifexx

Mar 14
What if there was a way to get AI to write like you, not like a robot?

Here's how to train AI to write in your (academic) style in just 3 simple steps πŸ‘‡ Image
πŸ” Step 1: Gather Representative Writing

Get a few pieces of text that contain good examples of how you write and combine them into AI readable text files using . Gobble.botImage
πŸ€– 2. Generate a Style Blueprint

Enter the following prompt into ChatGPT to create a detailed description of your writing style:

"I need you to create a style blueprint based on the text examples I am providing. Describe the style of writing in a few sentences, mention these attributes: Conciseness, Eloquence, Vividness, Assertiveness, word choice, jargon, sentence length, .

Here is the text example:

.

Compact this into a set of instructions for AI that can be used to replicate this writing style. Do not use lists, just a paragraph."Image
Read 6 tweets
Feb 25
Just tested SciSpace Deep Review AI.

It analyzed 1750 papers and wrote a 3,050-word lit review - in three minutes.

Don't miss this milestone:
πŸ‘‡ Image
While the output isn’t ready for direct publication, the level of detail is remarkable.

AI-assisted tools like @scispace_ are changing how researchers conduct literature reviews

It gets faster, easier and more structured. Image
Start by visiting and typing in a preliminary research question, just as you would for a literature search.

Select "Deep Review" under the search box. typeset.io/searchImage
Read 8 tweets
Feb 19
I just built a "Research Oracle", an AI that speeds up my research.

Here is how you can build yours:
πŸ‘‡ Image
A "Research Oracle" is an AI that contains a lot of knowledge about your research. Once you built it use it to:

βœ… Find citations
βœ… Polish writing & logical flow in your manuscripts
βœ… Help with lit reviews
βœ… Suggest new ideas for your research
βœ… Check for errors Image
ChatGPT has a new feature called "Projects".

It bundles chats + files + custom instructions.

Create one and give it a few papers as a knowledge base. Image
Read 7 tweets
Feb 10
I tried 50+ academic GPTs.

Most are just amateur projects.

Here are the top 18 that will actually boost your productivity: Image
If you have never used CustomGPTs:
β†’ Go to ChatGPT
β†’ Click "Explore GPTs
β†’ Search for the GPTs mentioned above
β†’ Start a conversation Image
Leveraging AI for your academic writing will make you super productive.

I will explain how in the upcoming webinar:

Read 4 tweets
Feb 8
Struggling to write research papers?

I found a game-changing method using AI:
(prompt in the thread)
πŸ‘‡ Image
Here is an example of what core sentence s look like.

Each sentence will be expanded into a full paragraph using AI. Image
Here is the simple prompt I am using:

I am writing an introduction paragraph on:
""" """

The paragraph needs to convey the following message: """ """

Here are my notes that I want you to incorporate:
""" """
Read 4 tweets
Jan 13
Using the right plugins in your browser can save you hours in academic research.

Here are the top 9 you need to know:
(links and tutorials in thread)
πŸ‘‡ Image
1. @scispace_

An AI reading assistant that explains technical concepts and sections in research papers. It helps tackle dense academic language, saving time and effort. Image
2. @scholarcy

This tool generates concise summaries of research papers and articles using AI. Ideal for quickly grasping the essence of lengthy material. Image
Read 8 tweets

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