avatarGencay I.

Summary

The article discusses five ChatGPT plugins that can significantly enhance a data scientist's capabilities, offering a competitive edge in the field.

Abstract

The article "5 ChatGPT plugins That Will put you ahead of 99% of Data Scientists" emphasizes the importance of leveraging ChatGPT plugins to improve efficiency and performance in data science tasks. It introduces plugins such as ChatWithVideo, AskYourPDF, Wolfram, Noteable, and Upskillr, each with unique features that assist in tasks ranging from video content analysis to document summarization, mathematical calculations, code interpretation, and curriculum building. The author, who has applied for a job requiring ChatGPT expertise, argues that proficiency with these tools will soon be a job requirement and can be a deciding factor in securing employment. The plugins are not only time-saving but also provide advanced functionalities that are not inherent in ChatGPT, such as accurate calculations and data analysis. The article also provides practical examples and steps on how to use these plugins, demonstrating their potential to transform the workflow of data scientists.

Opinions

  • The author believes that the ability to use ChatGPT plugins will soon become a standard requirement in data science job descriptions.
  • ChatGPT plugins are seen as tools that can give data scientists superhuman capabilities compared to those who do not use them.
  • The author has personal experience with ChatGPT plugins, having used them in job applications and current work.
  • There is an expectation that the use of ChatGPT plugins will lead to more efficient and innovative business practices.
  • The author expresses a preference for Noteable among the plugins, highlighting its code interpreter-like functionality and the fact that it is free to use.
  • The author suggests that ChatGPT, particularly version 5, has limitations in calculation and data analysis, which the Wolfram plugin can address.
  • The author provides a value proposition for Upskillr, despite its pricing plan, by mentioning its ability to create curriculum outlines and its initial freemium offer.
  • The author encourages readers to engage with the content by offering cheat sheets, project documents, and an E-Book for further learning and development in machine learning with ChatGPT.

5 ChatGPT plugins That Will put you ahead of 99% of Data Scientists

Elevate Your Data Science Game with ChatGPT Plugins

Created in Leonardoai

Today, more than ever, plug-ins are popular. They enhance the task you’ve done by using ChatGPT’s power. Also helps you save time.

As I say, after a while, this proficiency will be added to the job descriptions. I already have seen ChatGPT in the job descriptions on Upwork;

Experience working with ChatGPT — Job description on Upwork

Actually, I applied for this job above and, because I really want to see another usage of ChatGPT in the business. I already am using ChatGPT for my current job but, I want to see more, yet we can not agree on the price.

That’s why, ChatGPT plug-ins will definitely increase the chance of landing your dream job.

In this article, I will present to you 5 ChatGPT plug-ins that will put you ahead of 99% of Data Scientists.

Sounds incredible, right?

One thing’s for sure the Data Scientists, who know these ChatGPT plug-ins are like superhumans against ordinary Data Scientists.

I don’t like saying ordinary Data Scientist.

Yet, I am sure you’ll agree with my statement after finishing reading this article.

Let’s start with ChatWithVideo.

Content Table
· ChatWithVideo
· AskYourPDF
· Wolfram
· Noteable
· Upskillr
· Final Words

ChatWithVideo

ChatWithVideo in Plugin store — Reference

As you can see, Chat have a wide range of plug-in series, that will help you communicate with Website, Pdf, Git and Videos. All of them are really useful and easy to use.

Here, I will explain to you, how I am taking advantage of ChatWithVideo.

We all know, that the contents should have tempting headlines, however some of them might be a clickbait and might cause you losing important time.

But thank’s to ChatWithVideo, you can scrape the text from Youtube videos and use ChatGPT’s power to speak with it.

Let’me use of one Krish Naik videos. I like his videos and I think they are really informative, so I dont think it is a clickbait, but let’s say I dont have a time but I am curious about contents.

Here is the video that I choose;

Reference

I watch this video at least 3 times, and I really suggest you to do it if you need ideas.

Let’s see the summary of this video by using ChatWithVideo:

My prompt: Image by Author
ChatWithVideo Output

AskYourPDF

AskYourPDF in Plugin store — Reference

The AskYourPDF plugin for ChatGPT is a groundbreaking tool that is transforming the way data scientists and machine learning enthusiasts learn and access information.

Instead of reading books from cover to cover, AskYourPDF allows users to efficiently extract the most relevant insights from texts.

To use this plugin, one must first install it through the plugin store, you can see the details from here.

Once installed, users can upload files (up to 40MB) in various formats such as PDF, TXT, PPT, CSV, EPUB, and RTF.

Here are the steps explained by ChatGPT

  1. You should upload your document here.

2. After uploading, the plugin provides a document ID (doc_id) which can be fed into ChatGPT.

3. You can then interact with ChatGPT to ask questions and receive summarized information and insights from the uploaded document. You can use following format.

Here is my doc_id {}
Can you tell me, what this book about?

This plugin is particularly useful for extracting key concepts, code examples, or anything from the document you upload.

If you want to know more about it, you can read this article : “ Stop reading books cover to cover. Use this ChatGPT plug-in instead!

From now on, I’ll add DS, AI projects on the Substack, here is the link. It is per month 5$ and gives you unlimited access to my contents, projects, cheat sheets, E-Books.

Wolfram

Wolfram in Plugin store — Reference

Wolfram is a plug-in that will help you about Statistic and Math. IT will provide formulas, graphs and do the calculation for you.

The truth is, ChatGPT is not very powerful of doing calculation. If you tried it to do calculation, be sure double check about it because I encountered too many miscalculation and as far as I know actually they plan to solve this issue in ChatGPT-5.

But good news, wolfram will help you do this calculation, more accurately.

Let’me give you an example from one of my article, that still awaits for approval from the publication.

MY prompt : What is Bernoulli distribution? Formulas too please.

The Bernoulli distribution is a discrete probability distribution that describes the outcome of a single experiment where there are only two possible outcomes, usually termed as “success” and “failure”. The Bernoulli distribution is a special case of the binomial distribution where the number of trials is 1.

Screenshot of Wolfram Plug-in in ChatGPT, answers Bernoulli Formula

Also, you can ask from ChatGPT to give a distribution of it by implementing from the result of coin toss, here the result will be like that;

1000 Coin Toss results- Image by Author

And the code, here;

import numpy as np
import matplotlib.pyplot as plt

# Simulate 1000 coin tosses (Bernoulli trials) with a fair coin
coin_tosses = np.random.binomial(n=1, p=0.5, size=1000)

# Count the number of tails (0) and heads (1)
heads = np.count_nonzero(coin_tosses)
tails = 1000 - heads

# Plot the results
plt.bar(["Heads", "Tails"], [heads, tails])
plt.title('Simulated Bernoulli Distribution (Coin Tosses)')
plt.xlabel('Outcome')
plt.ylabel('Frequency')
plt.show()

Noteable

Noteable in Plug-in Store — Reference

This is one of my favorites and you will se why in a bit but let me justify this for a second.

First, it is free to use and second, I have been waiting for too long the code interpreter plug-in, and unfortunately I am still waiting. This plug-in will give you the chance of doing kind of same thing, but let’s see with an example.

After loading this plug-in, here is the example prompt.

Load this dataset : https://github.com/gncll/Tutorials/blob/main/DataDriven2022.csv

Use this as my default project: https://app.noteable.io/p/393578e7-e0e6-498a-9c76-fab32d850fe1/Medium-Article-Data

Act as a data scientist and analyze this dataset

Here is example output of Noteable.

ChatGPT output from Noteable plug-in — Image by Author

Moreover, it will create a Notebook instantly at your account, like here.

In the following ss, you can see the code from the Notebook, that consist of the Python code of above graph.

The full code : Reference:https://app.noteable.io/

It is really incredible.

Upskillr

Upskillr in Plugin store — Reference

It will build curriculum but I like it when it creates outlines like the following.

Image by Author

And also, it will send the document in google docs including whole article, but unfortunately, it has pricing plan.

However, it has limit at the beginning, so you can take advantage from its freemium plan, until it will be finished.

Here is the pricing plans afterwards.

Pricing Plans of Upskillr

Final Words

In this tutorial, we discovered the top 5 plug-ins for Data Scientists.

I hope you will take advantage of them and increase your professional ability in Data Science.

If you want me to send Cheatsheets or project documents to you, you can fill out the form below.

Thanks for reading my article.

Here is the ChatGPT cheat sheet.

Here is my NumPy cheat sheet.

Here is the source code of the “How to be a Billionaire” data project.

Here is the source code of the “Classification Task with 6 Different Algorithms using Python” data project.

Here is the source code of the “Decision Tree in Energy Efficiency Analysis” data project.

Here is the source code of the “DataDrivenInvestor 2022 Articles Analysis” data project.

Here is my E-Book: How to Learn Machine Learning with ChatGPT?

“Machine learning is the last invention that humanity will ever need to make.” Nick Bostrom

Level Up Coding

Thanks for being a part of our community! Before you go:

🔔 Follow us: Twitter | LinkedIn | Newsletter

🚀👉 Join the Level Up talent collective and find an amazing job

ChatGPT
Chatgpt Plugins
Data Scientist
Python
Statistics
Recommended from ReadMedium