[Blog] ChatGPT 와 데이터사이언스

 

 

📌 블로그 전문 : https://diwashsapkota.medium.com/data-science-and-chatgpt-2f9adb32f89d

Data Science and ChatGPT

 

 

 

👀 Summary 

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▢ What is the ChatGPT 

 

• large language model trained by OpenAI. Powerful tool for NLP 

• It can generate human-like text → used to create chatbots, virtual assistants ... 

• It is based on the GPT-3 model and transformer architecture and deep learning techniques 

 

 

▢ Usage of ChatGPT for programming and data science 

 

https://beta.openai.com/examples

OpenAI API

 

 

① Asking Coding Questions 

 

• Until now, we use Stack Overflow when we correct the errors and problems. But now we ask the same questions to ChatGPT. 

 

② Translating Python Code to R and Vice-Versa

 

• ChatGPT is able to translate my Python code to R. Also it explains the function and how to use it in R. 

 

③ Natural language to SQL Queires 

 

• It allows you to write SQL Queries with natural language

 

④ Text classification 

 

• ex. Posivite or Negative sentiment classification for some sentences 

 

⑤ Visualizing data 

 

 

 

 

 

📚 Vocab

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• inquiry : 질문 

• implementing : 구현 

• concise : 간결한