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colab_101

ꡬ글 ν΄λΌμš°λ“œ μ£Όν”Όν„° λ…ΈνŠΈλΆ with free GPU

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What is Colab ?

  • Colaboratory is a free Jupyter notebook environment that requires no setup and runs entirely in the cloud

  • Free GPU support

  • Github Friendly

  • Easy Collaboration

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How to upload files ?

λ‚΄κ°€ νƒν•œ flow λŠ”

  1. λͺ¨λ“  μ₯¬ν”Όν„°νŒŒμΌκ³Ό data λŠ” Github 에 μ €μž₯

  2. μ₯¬ν”Όν„°νŒŒμΌμ„ μ½”λ ™μœΌλ‘œ 뢈러옴

    κΉƒν—™μ—μ„œ μ₯¬ν”Όν„°νŒŒμΌ μ—΄κ³  path 볡사: https://**github.com/**pyohamen/data-analysis/blob/master/chapter5/01-used-phone-price-prediction.ipynbarrow-up-right

    μˆ˜μ •: https://**colab.research.google.com/github/**pyohamen/data-analysis/blob/master/chapter5/01-used-phone-price-prediction.ipynbarrow-up-right

    [파일] - [λ…ΈνŠΈμ—΄κΈ°] - [GitHub tab] 에 github μ—μ„œ 뢈러였고자 ν•˜λŠ” μ₯¬ν”Όν„° νŒŒμΌμ„ μ—° ν›„ ν•΄λ‹Ήμ˜ 경둜 λ₯Ό 검색

  3. μ₯¬ν”Όν„°νŒŒμΌ ν…μŠ€νŠΈλΈ”λŸ­μ— Open in Colab λ²„νŠΌ 생성

    μ•„λž˜ 볡사

    [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](μˆ˜μ •μ£Όμ†Œ)

    깃헙에 μ €μž₯ν•  λ•Œ Open in Colab λ§Œλ“€μ–΄μ€Œ

  4. μ €μž₯

    • colab μ—μ„œ μž‘μ—… ν›„: [파일] - [Github 에 사본저μž₯]

      μ €μž₯ μ‹œ Colaboratory 링크 μΆ”μž 체크

    • 둜컬 μ₯¬ν”Όν„°μ—μ„œ μž‘μ—… ν›„: git push

      colab μ—μ„œ github 으둜 μ €μž₯ν•΄μ€¬μœΌλ‹ˆ, 둜컬 μž‘μ—… μ „ git pull κΌ­!

μ΄λ ‡κ²Œ ν•˜λ©΄ Github μ—μ„œλ‚˜, 둜컬의 μ₯¬ν”Όν„°μ—μ„œλ‚˜ μ₯¬ν”Όν„°νŒŒμΌμ„ colab μ—μ„œ μ—΄μ–΄λ³Ό 수 μžˆλ‹€.

이런 flow λ₯Ό μ„ νƒν•œ μ΄μœ λŠ” 뭐.. Drive λŠ” μš©λŸ‰μ΄ μž‘μœΌλ‹ˆκΉŒ..

또 λ¨Έμ‹ λŸ¬λ‹ μ₯¬ν”Όν„° λ…ΈνŠΈλΆμ€ github μ—μ„œ λ³΄κ΄€ν•˜κ³  μ‹Άλ‹€ !

  • 단점

    • Github μ—μ„œ λΆˆλŸ¬μ™€μ„œ μž‘μ—…ν•˜λŠ”κ±°λΌ Autosave κ°€ μ•ˆ λœλ‹€ πŸ₯² μžŠμ§€ 말고 [Github 에 사본저μž₯] ν•΄μ€˜μ•Ό 함

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How to read data ?

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From Github (file < 25MB)

Github μ €μž₯μ†Œμ—μ„œ data νŒŒμΌμ„ ν΄λ¦­ν•œ ν›„, Raw λ₯Ό 클릭, 링크λ₯Ό 볡사

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From local

μœ„ λͺ…령을 치면 νŒŒμΌμ„ μ—…λ‘œλ“œν•˜λŠ” ν”„λ‘¬ν”„νŠΈκ°€ λœ¬λ‹€.

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