๐Ÿ“”
Tobigs
  • Who we are
  • Machine Learning
    • ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ์™€ ์‹œ๊ฐํ™”
    • KNN์„ ํ†ตํ•œ Parameter Tuning
    • Navie Bayes ๋ฐฉ๋ฒ•๋ก 
    • ์•™์ƒ๋ธ”
    • ํšŒ๊ท€๋ถ„์„
      • ์„ ํ˜• ํšŒ๊ท€๋ถ„์„ ๊ตฌํ˜„(Sklearn,Numpy) (1)
      • ์„ ํ˜• ํšŒ๊ท€๋ถ„์„ ๊ตฌํ˜„(Sklearn,Numpy) (2)
    • ๋กœ์ง€์Šคํ‹ฑ ํšŒ๊ท€๋ถ„์„
      • Gradient Decent๋ฅผ ์ด์šฉํ•œ ๋กœ์ง€์Šคํ‹ฑ ํšŒ๊ท€ ๊ตฌํ˜„ (1)
      • Gradient Decent๋ฅผ ์ด์šฉํ•œ ๋กœ์ง€์Šคํ‹ฑ ํšŒ๊ท€ ๊ตฌํ˜„ (2)
    • ํด๋Ÿฌ์Šคํ„ฐ๋ง (๊ตฐ์ง‘๋ถ„์„)
      • ํด๋Ÿฌ์Šคํ„ฐ๋ง ์‹ค์Šต (1) (EDA,Sklearn)
      • ํด๋Ÿฌ์Šคํ„ฐ๋ง ์‹ค์Šต (2)(EDA,Sklearn)
      • ํด๋Ÿฌ์Šคํ„ฐ๋ง ์—ฐ๊ตฌ (DigDeep)
    • ์˜์‚ฌ๊ฒฐ์ •๋‚˜๋ฌด (Decision Tree) ๊ตฌํ˜„
      • Python์„ ์ด์šฉํ•œ Decision Tree (1)
      • Python์„ ์ด์šฉํ•œ Decision Tree (2)
      • Python์„ ์ด์šฉํ•œ Decision Tree (3)
      • Python์„ ์ด์šฉํ•œ Decision Tree (4)
    • ์„œํฌํŠธ ๋ฒกํ„ฐ ๋จธ์‹ (SVM) ๋ฐฉ๋ฒ•๋ก 
      • Python์„ ์ด์šฉํ•œ SVM (1)
      • Python์„ ์ด์šฉํ•œ SVM (2)
    • ์ฐจ์› ์ถ•์†Œ
      • Python์„ ์ด์šฉํ•œ ์ฐจ์› ์ถ•์†Œ ์‹ค์Šต (1)
      • Python์„ ์ด์šฉํ•œ ์ฐจ์› ์ถ•์†Œ ์‹ค์Šต (2)
    • ๋จธ์‹ ๋Ÿฌ๋‹ ์‹ค์Šต
      • Python์„ ์ด์šฉํ•œ ์‹ค์ „ ๋จธ์‹ ๋Ÿฌ๋‹ (1)
      • Python์„ ์ด์šฉํ•œ ์‹ค์ „ ๋จธ์‹ ๋Ÿฌ๋‹ (2)
  • Deep Learning
    • ์‹ ๊ฒฝ๋ง ๊ธฐ์ดˆ
      • Neural Net Basic (1)
      • Neural Net Basic (2)
    • ์‹ ๊ฒฝ๋ง ์‹ฌํ™”
      • Advanced Neural Net (1)
      • Advanced Neural Net (2)
      • Advanced Neural Net (3)
    • ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ(NLP)
      • Natural Language Processing Basic
    • ์ด๋ฏธ์ง€ ์ฒ˜๋ฆฌ(Computer Vision)
      • CNN Alexnet
      • (ResNet)Deep Residual Learning for Image Recognition ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ
      • (GAN)Generative Adversarial Nets ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ
    • ๊ฐ•ํ™”ํ•™์Šต (Reinforcement Learning)
      • Reinforcement Learning(1)
      • Reinforcement Learning(2)
  • Etc
    • Class์™€ ๊ฐ์ฒด์ง€ํ–ฅํ”„๋กœ๊ทธ๋ž˜๋ฐ(Python)
      • Python์„ ์ด์šฉํ•œ ๊ฐ์ฒด ์ง€ํ–ฅ ํ”„๋กœ๊ทธ๋ž˜๋ฐ (1)
      • Python์„ ์ด์šฉํ•œ ๊ฐ์ฒด ์ง€ํ–ฅ ํ”„๋กœ๊ทธ๋ž˜๋ฐ (2)
    • Crawling
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Who we are

Next๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ์™€ ์‹œ๊ฐํ™”

Last updated 4 years ago

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์•ˆ๋…•ํ•˜์„ธ์š”, ๋Œ€ํ•™์ƒ ๋น…๋ฐ์ดํ„ฐ ์—ฐํ•ฉ๋™์•„๋ฆฌ Tobigs ์ž…๋‹ˆ๋‹ค.

์ €ํฌ๋Š” ๋‹ค์–‘ํ•œ ์ „๊ณต์˜ ์‚ฌ๋žŒ๋“ค์ด ๋น…๋ฐ์ดํ„ฐ๋ฅผ ๊ณต๋ถ€ํ•˜๊ธฐ ์œ„ํ•ด ๋ชจ์ธ ๋™์•„๋ฆฌ์ด๋ฉฐ,

2014๋…„์„ ์‹œ์ž‘์œผ๋กœ 2020๋…„ ํ˜„์žฌ 12๊ธฐ, 13๊ธฐ๊ฐ€ ํ™œ๋™ ์ค‘์ด๋ฉฐ,

์ด Repository์™€ Gitbook์€ ๊ทธ ํ™œ๋™์˜ ์ผ๋ถ€๋ฅผ ์ •๋ฆฌํ•œ ๋ฌธ์„œ์ž…๋‹ˆ๋‹ค.

์ €ํฌ ํˆฌ๋น…์Šค๋Š” ๋งค๋…„ 6์›”, 12์›” ๋งˆ๋‹ค ์‹ ์ž… ๊ธฐ์ˆ˜๋ฅผ ๋ชจ์ง‘ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

์—ด์ •์žˆ๋Š” ์—ฌ๋Ÿฌ๋ถ„๋“ค์˜ ์ง€์›์„ ๊ธฐ๋‹ค๋ฆฌ๊ณ  ์žˆ๊ฒ ์Šต๋‹ˆ๋‹ค.

๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.

์ฃผ์ฐจ

๊ฐ•์˜๋ช…

์šฐ์ˆ˜๊ณผ์ œ์ž

1week

13๊ธฐ ์กฐ์ƒ์—ฐ

2week

13๊ธฐ ๊น€ํ˜„์„ 

2week

12๊ธฐ ๊น€ํšจ์€

2week

12๊ธฐ ๊น€ํšจ์€

2week

13๊ธฐ ์ด์ง€์šฉ

3week

12๊ธฐ ์ด์„ธ์œค

3week

12๊ธฐ ๊น€ํšจ์€

3week

12๊ธฐ ์ด์„ธ์œค

3week

13๊ธฐ ๊น€ํ˜„์„ 

3week

13๊ธฐ ์‹ ๋ฏผ์ •

3week

12๊ธฐ ์ด์„ธ์œค

3week

13๊ธฐ ์ด์ง€์šฉ

4week

13๊ธฐ ์กฐ์ƒ์—ฐ

4week

13๊ธฐ ์ตœํ˜œ๋นˆ

4week

13๊ธฐ ์กฐ์ƒ์—ฐ

4week

13๊ธฐ ์ตœํ˜œ๋นˆ

4week

13๊ธฐ ์กฐํ˜œ์›

4week

13๊ธฐ ๊ฐ•๋ฏธ๊ฒฝ

4week

13๊ธฐ ์‹ ๋ฏผ์ •

5week

13๊ธฐ ์ตœํ˜œ๋นˆ

5week

12๊ธฐ ๊น€ํšจ์€

5week

13๊ธฐ ๊ฐ•๋ฏธ๊ฒฝ

5week

13๊ธฐ ์ด์žฌ๋นˆ

6week

13๊ธฐ ์ด์ง€์šฉ

6week

13๊ธฐ ์ด์žฌ๋นˆ

6week

13๊ธฐ ์ตœํ˜œ๋นˆ

7week

13๊ธฐ ํ—ˆ์ •๋ฏผ

7week

13๊ธฐ ์กฐ์ƒ์—ฐ

7week

13๊ธฐ ์ด์˜ˆ์ง€

8week

13๊ธฐ ์กฐ์ƒ์—ฐ

8week

12๊ธฐ ์ด์„ธ์œค

8week

13๊ธฐ ์ด์žฌ๋นˆ

8week

13๊ธฐ ํ—ˆ์ •๋ฏผ

9week

13๊ธฐ ์ตœํ˜œ๋นˆ

9week

13๊ธฐ ์ด์˜ˆ์ง„

์˜์‚ฌ๊ฒฐ์ •๋‚˜๋ฌด [(1)](), [(2)]()

์˜์‚ฌ๊ฒฐ์ •๋‚˜๋ฌด [(3)](), [(4)]()

[์•™์ƒ๋ธ” (1)]()

[์•™์ƒ๋ธ” (2)]()

[์•™์ƒ๋ธ” (3)]()

[์ด๋ฏธ์ง€ ์‹ฌํ™”(GAN)]()

[์ด๋ฏธ์ง€์‹ฌํ™”(ResNet)](%EC%9D%B4%EB%AF%B8%EC%A7%80%EC%8B%AC%ED%99%94/%EC%9D%B4%EB%AF%B8%EC%A7%80%EC%8B%AC%ED%99%94(ResNet)_13%EA%B8%B0%20%EC%9D%B4%EC%98%88%EC%A7%84.md)

๊ณต์‹ ํ™ˆํŽ˜์ด์ง€
GitBook
๊ณต์‹ ํ™ˆํŽ˜์ด์ง€
์ „์ฒ˜๋ฆฌ์™€ EDA
ํšŒ๊ท€๋ถ„์„ (1)
ํšŒ๊ท€๋ถ„์„ (2)
๋กœ์ง€์Šคํ‹ฑํšŒ๊ท€ (1)
๋กœ์ง€์Šคํ‹ฑํšŒ๊ท€ (2)
KNN๊ณผ Hyper-Parameters
๊ตฐ์ง‘๋ถ„์„
๊ตฐ์ง‘๋ถ„์„
๊ตฐ์ง‘๋ถ„์„(DigDeep)
NaiveBayes
SVM (1)
SVM (2)
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/4wk_%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4/%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4(1)_13%EA%B8%B0 %EC%A1%B0%EC%83%81%EC%97%B0.ipynb
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/4wk_%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4/%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4(2)_13%EA%B8%B0 %EC%A1%B0%EC%83%81%EC%97%B0.ipynb
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/4wk_%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4/%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4(3)_13%EA%B8%B0 %EC%B5%9C%ED%98%9C%EB%B9%88.ipynb
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/4wk_%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4/%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95%EB%82%98%EB%AC%B4(4)_13%EA%B8%B0 %EC%B5%9C%ED%98%9C%EB%B9%88.ipynb
๊ฐ์ฒด์ง€ํ–ฅํ”„๋กœ๊ทธ๋ž˜๋ฐ (1)
๊ฐ์ฒด์ง€ํ–ฅํ”„๋กœ๊ทธ๋ž˜๋ฐ (2)
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/4wk_%EC%95%99%EC%83%81%EB%B8%94/%EC%95%99%EC%83%81%EB%B8%94(1)_13%EA%B8%B0 %EC%A1%B0%ED%98%9C%EC%9B%90.ipynb
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/4wk_%EC%95%99%EC%83%81%EB%B8%94/%EC%95%99%EC%83%81%EB%B8%94(2)_13%EA%B8%B0 %EA%B0%95%EB%AF%B8%EA%B2%BD.ipynb
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/4wk_%EC%95%99%EC%83%81%EB%B8%94/%EC%95%99%EC%83%81%EB%B8%94(2)_13%EA%B8%B0 %EC%8B%A0%EB%AF%BC%EC%A0%95.ipynb
์ฐจ์›์ถ•์†Œ (1)
์ฐจ์›์ถ•์†Œ (2)
๋จธ์‹ ๋Ÿฌ๋‹_์‹ค์Šต (1)
๋จธ์‹ ๋Ÿฌ๋‹_์‹ค์Šต (2)
ํฌ๋กค๋ง
์‹ ๊ฒฝ๋ง ๊ธฐ์ดˆ (1)
์‹ ๊ฒฝ๋ง ๊ธฐ์ดˆ (2)
์‹ ๊ฒฝ๋ง ์‹ฌํ™” (1)
์‹ ๊ฒฝ๋ง ์‹ฌํ™” (2)
์‹ ๊ฒฝ๋ง ์‹ฌํ™” (3)
์ž์—ฐ์–ด ์ฒ˜๋ฆฌ ๊ธฐ์ดˆ
์ด๋ฏธ์ง€ ๊ธฐ์ดˆ(AlexNet)
๊ฐ•ํ™”ํ•™์Šต (1)
๊ฐ•ํ™”ํ•™์Šต (2)
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/9wk_%EC%9D%B4%EB%AF%B8%EC%A7%80%EC%8B%AC%ED%99%94/%EC%9D%B4%EB%AF%B8%EC%A7%80%EC%8B%AC%ED%99%94(GAN)_13%EA%B8%B0 %EC%B5%9C%ED%98%9C%EB%B9%88.ipynb
https://github.com/tobigs-datamarket/tobigs-13rd/blob/master/9wk