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Data Science

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Data Analysis

Practical Data Science with ChatGPT

We will make the entire data analysis process more accessible using chatGPT and generative AI. While gaining a better understanding of the data analysis process, you can also learn how to apply AI in practical data science.

(5.0) 2 reviews

76 learners

  • cojette
이론 실습 모두
데이터전처리
데이터모델링
통계분석
ChatGPT
Data literacy
Big Data
Statistics
arima

What you will learn!

  • Problem understanding to analysis result delivery: exploring each step of data science.

  • Proper Use of Generative AI (e.g., chatGPT) for Data Analysis

  • From A/B tests to surveys, exploring diverse data analysis with chatGPT.

You can use chatGPT properly for real-world data science work.

In practice, data science (analysis) is used across a wide range of fields, and data scientists and data analysts perform a wide range of tasks. This lecture, drawing on extensive practical experience, examines how chatGPT can be utilized in various tasks. It systematically organizes this information to ensure that chatGPT can be effectively applied in the data field.


Data science that utilizes chatGPT properly and is essential for real-world applications.

It's unclear whether AI will one day replace data scientists, but it's clear that AI will be a great augmentation for data scientists.


"While there is debate about whether chatGPT is omnipotent or completely useless,

I actually applied chatGPT to my own data analysis process once.

This process made the data analysis process much faster and easier, and also provided many insights.

I wanted to share what I learned with more people."

I recommend this to these people

Data analysts are confused after chatGPT came out.

"I hear chatGPT is so great, but what does it have to do with data analysis? How much of a connection is there?"

Data scientists who want to work smarter and better

"I want to improve my work. Would chatGPT help? But I'm not sure if I should use it recklessly."

Anyone curious about the future of data science after the advent of AI

"I work in data analysis, and I'm afraid my job might disappear."

People who want to easily understand the data analysis process

"When I hear about data science, they do this and that, but I don't know why there are so many of them, and I'm not sure how this is data science.

After taking this lecture,

  • In reality, it's a crazy data analysis job, and I can clearly understand what I'm doing.

  • You can easily view the entire data analysis process.

  • By fully utilizing chatGPT in your work, you can also improve your personal capabilities.

  • This will give you a perspective on where, how, and to what extent chatGPT or AI should be utilized.

  • You can understand how chatGPT can be utilized while worrying about internal security or data security.

Features of this course

You can quickly and easily review long and complex data analysis processes using chatGPT.

Throughout the course, we will provide you with tips and precautions to take when applying chatGPT in practice.

We help you use chatGPT to improve your data analysis and work capabilities in a variety of environments.

Learn about these things

Data science process quickly and thoroughly

We'll delve into each step of the entire data analysis process, examining the tasks and technologies involved at each stage.
With chatGPT, you can learn this entire process in a short amount of time.

Easily perform various data analysis practices

From A/B testing to text data processing, surveys, data model maintenance, dashboard creation, and more, chatGPT explores a diverse range of practical data science tasks that weren't always easy to find resources or answers for.

ChatGPT is useful and correct for data science.

You can cultivate a perspective that neither blindly follows nor ignores chatGPT and other AIs, but rather utilizes them within the appropriate parameters of data science, maximizing their utility. You can also gain tips and cautions for utilizing them in various environments.

Things to note before taking the course

Practice environment

  • Tools used: ChatGPT plus plan or higher (environment for using GPT-4 and Data Analysis)

  • (Optional) Environment that can use Python


Player Knowledge and Precautions

  • In this lecture, we will use the chatGPT-4 model, which is based on the GPT-4 architecture.

    • If there is an upgrade in the future, the lectures will also be updated.

  • It will be more helpful if you take this course with at least a basic understanding of Python and data analysis.

  • The content covered in each lecture is introductory to the field. Those who wish to understand each topic in more detail can refer to other lectures or books.

  • The content of this lecture was created independently. Even when using third-party materials, those that are fully public are cited. Copying or transmitting images or materials other than those with citations is fundamentally prohibited. If necessary, please contact the knowledge sharer.

Recommended for
these people

Who is this course right for?

  • A person who wants to easily understand the data analysis process

  • A person curious about ChatGPT's role in data science.

  • Person concerned about the data scientist job disappearing

  • Data scientist who wants to work smarter

Need to know before starting?

  • Basic statistics, basic Python helps.

Hello
This is

 데이터 과학자로 일하고 있는 권정민(Cojette)입니다.

오랜 기간 다양한 데이터 경험을 해오면서, 이런 경험에서 얻은 노하우나 생각을 잘 공유하고 실행할 수 있는 방안에 대해 고민하고 있습니다.

image 

- 현) 프리랜서 데이터 분석가

- 전) ODK Media, 우아한형제들, SK플래닛 등 약 17년 이상 데이터 분석 및 조직 리딩

-  UseR!, Strata + Hadoop World 등 국내외 컨퍼런스, SKT, 당근 등 다양한 기업 및 UNIST, 이화여대 등 학교 강연 및 강의
- [데이터분석가의 숫자유감], [데이터를 엮는 사람들, 데이터 과학자] 등 집필 및 기술서 번역, 감수 (저서/역서 목록)
- ML GDE, Woman Techmaker
- POSTECH Industrial Engineering M.S.

블로그: https://cojette.github.io

상세 이력: https://www.linkedin.com/in/jeongmin-kwon-a5069734/

Curriculum

All

31 lectures ∙ (4hr 31min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

All

2 reviews

5.0

2 reviews

  • saharahan3609님의 프로필 이미지
    saharahan3609

    Reviews 8

    Average Rating 5.0

    5

    61% enrolled

    仕事に役立ちました。ありがとうございます。

    • brdther6299님의 프로필 이미지
      brdther6299

      Reviews 3

      Average Rating 5.0

      5

      100% enrolled

      $42.90

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