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  • Dec 14, 2022 AITOOLPYTHON

    ๐Ÿ“„ Numpy ๊ธฐ๋ณธ ๋ฐฐ์šฐ๊ธฐ

    style: numbermin_depth: 2max_depth: 3varied_style: trueNumpy ๊ธฐ๋ณธ ๋ฐฐ์šฐ๊ธฐNumpy ํ™œ์šฉNumpy๋ž€? ์ผ๋ฐ˜์ ์œผ๋กœ ๊ณผํ•™๊ณ„์‚ฐ์—์„œ ๋งŽ์ด ์‚ฌ์šฉํ•˜๋Š” ์„ ํ˜•๋Œ€์ˆ˜์˜ ๊ณ„์‚ฐ์‹์„ ํŒŒ์ด์ฌ์œผ๋กœ ๊ตฌํ˜„ํ•  ์ˆ˜ ์žˆ๋„๋ก ๋„์™€์ฃผ๋Š” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ. ๊ณ ์„ฑ๋Šฅ ๊ณผํ•™ ๊ณ„์‚ฐ์šฉ ํŒจํ‚ค์ง€,Numerical Python์˜ ์ค„์ธ๋ง Matrix์™€ Vector์™€ ๊ฐ™...

  • Dec 14, 2022 AITOOLPYTHON

    ๐Ÿ“„ Pandas ๊ธฐ๋ณธ ๋ฐฐ์šฐ๊ธฐ

    style: numbermin_depth: 2max_depth: 3varied_style: truePandas ๊ธฐ๋ณธ ๋ฐฐ์šฐ๊ธฐ naver AI boostcamp์˜ ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.pandas ์†Œ๊ฐœ[img 0. pandas logo]๊ตฌ์กฐํ™”๋œ ๋ฐ์ดํ„ฐ์˜ ์ฒ˜๋ฆฌ๋ฅผ ์ง€์›ํ•˜๋Š” Python ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ Python๊ณ„์˜ ์—‘์…€ PAnel DAta์˜ ์ค„์ธ ๋ง nump...

  • Dec 14, 2022 AITOOLPYTHON

    ๐Ÿ“„ Pytorch ๊ธฐ๋ณธ ๋ฐฐ์šฐ๊ธฐ

    style: numbermin_depth: 2max_depth: 3varied_style: truePyTorch ๊ธฐ๋ณธ ๋ฐฐ์šฐ๊ธฐ ๋ณธ ์ž๋ฃŒ๋Š” Naver BoostAI camp์˜ ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹คPyTorch ์‹œ์ž‘[img 0. PyTorch logo] PyTorch : Keras + Tensorflow ์™€ ๊ฒฝ์Ÿํ•˜๋Š” facebook ์ง„์˜์˜ ๋”ฅ๋Ÿฌ๋‹ ํ”„๋ ˆ์ž„์›Œ...

  • Dec 14, 2022 AIPYTHONCV

    ๐Ÿ“„ ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ ๊ฐœ๋…

    style: numbermin_depth: 2max_depth: 3varied_style: true์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜(Image Classification Competition) ๊ฐœ๋… ๋„ค์ด๋ฒ„ AI BoostCamp์˜ P stage ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•˜์˜€์Šต๋‹ˆ๋‹ค.## Competition with AI StagesCompetition์ด๋ž€?์—ฌ๋Ÿฌ ํšŒ์‚ฌ, ๋‹จ์ฒด ๋“ฑ์—...

  • Dec 14, 2022 AIPYTHONCV

    ๐Ÿ“„ ์ปดํ“จํ„ฐ๋น„์ „ ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true์ปดํ“จํ„ฐ๋น„์ „(Computer Vision, CV) ๊ธฐ๋ณธ ๋„ค์ด๋ฒ„ AI ๋ถ€์ŠคํŠธ ์บ ํ”„์˜ CV ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.Image Classification 1Course overviewArtificial Intelligence(AI) : ์‚ฌ๋žŒ์˜ ์ง€๋Šฅ์„ ์ปดํ“จํ„ฐ ์‹œ์Šคํ…œ...

  • Dec 14, 2022 AIDL์š”์•ฝ

    ๐Ÿ“„ ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ณธ(Deep learning Basic) ๋ณธ ์ž๋ฃŒ๋Š” Naver BoostAI camp์˜ ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹คHistorical Review์†Œ๊ฐœ ๊ตฌํ˜„(์ฝ”๋”ฉ) ์‹ค๋ ฅ, ์ˆ˜ํ•™ ์Šคํ‚ฌ, ์ตœ์‹  ๋…ผ๋ฌธ ๊ธฐ์ˆ  ๋“ฑ์˜ ๋Šฅ๋ ฅ์ด ์ค‘์š”ํ•˜๋‹ค.[img 0. ์ธ๊ณต์ง€๋Šฅ์˜ ๋Œ€๋ถ„๋ฅ˜...

  • Dec 14, 2022 AITOOLPYTHONDATA_VIS

    ๐Ÿ“„ DataVis-seaborn๊ณผ matplotlib ๋ฐฐ์šฐ๊ธฐ

    style: numbermin_depth: 2max_depth: 3varied_style: trueDataVis-seaborn๊ณผ matplotlib ๋ฐฐ์šฐ๊ธฐ naver AI boost camp์˜ ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.conda install seabornconda install matplotlibpip install jupyterthemes # matp...

  • Dec 14, 2022 AIDATA_VISDATA์š”์•ฝ

    ๐Ÿ“„ ๋ฐ์ดํ„ฐ ์‹œ๊ฐํ™” ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true๋ฐ์ดํ„ฐ ์‹œ๊ฐํ™” ๊ธฐ๋ณธ๋ฐ์ดํ„ฐ๋ฅผ ๊ทธ๋ž˜ํ”ฝ ์š”์†Œ๋กœ ๋งคํ•‘ํ•˜์—ฌ ์‹œ๊ฐ์ ์œผ๋กœ ํ‘œํ˜„ํ•˜๋Š” ๊ฒƒ์‹œ๊ฐํ™”์˜ ๋‹ค์–‘ํ•œ ๊ณ ๋ ค ์š”์†Œ ๋ชฉ์  : ์™œ ์‹œ๊ฐํ™” ํ•˜๋Š”๊ฐ€? ๋…์ž : ์‹œ๊ฐํ™” ๊ฒฐ๊ณผ๋Š” ๋ˆ„๊ตฌ๋ฅผ ์œ„ํ•œ ๊ฒƒ์ธ๊ฐ€? ๋ฐ์ดํ„ฐ : ์–ด๋–ค ๋ฐ์ดํ„ฐ๋ฅผ ์‹œ๊ฐํ™”ํ•  ๊ฒƒ์ธ๊ฐ€? ์Šคํ† ๋ฆฌ : ์–ด๋–ค ํ๋ฆ„์œผ๋กœ ์ธ์‚ฌ์ดํŠธ๋ฅผ ์ „...

  • Dec 14, 2022 AIGRAPH์š”์•ฝ

    ๐Ÿ“„ ๊ทธ๋ž˜ํ”„ ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true๊ทธ๋ž˜ํ”„(Graph) ๊ธฐ๋ณธ ๋„ค์ด๋ฒ„ boostcamp AI Tech์˜ ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค์ •์  ์ง‘ํ•ฉ๊ณผ ๊ฐ„์„  ์ง‘ํ•ฉ์œผ๋กœ ์ด๋ฃจ์–ด์ง„ ์ˆ˜ํ•™์  ๊ตฌ์กฐ๋กœ, ๋‹ค์–‘ํ•œ ๋ณต์žก๊ณ„(Complex Network)๋ฅผ ๋ถ„์„ํ•  ์ˆ˜ ์žˆ๋Š” ์–ธ์–ดGraph IntroductionGraph๋ž€ ๋ฌด์—‡์ด...

  • Dec 14, 2022 AI๋ชจ๋ธ_๊ฒฝ๋Ÿ‰ํ™”์š”์•ฝ

    ๐Ÿ“„ ๋ชจ๋ธ ๊ฒฝ๋Ÿ‰ํ™” ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true๋ชจ๋ธ ๊ฒฝ๋Ÿ‰ํ™”(Lightweight) ๊ธฐ๋ณธ Naver AI boostcamp ๋‚ด์šฉ์„ ์ •๋ฆฌํ•˜์˜€์Šต๋‹ˆ๋‹ค.Lightweight model ๊ฐœ์š”1. ๊ฒฐ์ • (Decision making)์—ฐ์—ญ์  (deductive) ๊ฒฐ์ •์ด๋ฏธ ์ฐธ์œผ๋กœ ์ฆ๋ช…(Axiom)๋˜๊ฑฐ๋‚˜ ์ •์˜๋ฅผ ํ†ตํ•˜์—ฌ ๋…ผ...

  • Dec 14, 2022 AIMATH

    ๐Ÿ“„ AI ์ˆ˜ํ•™ ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: trueAIMathVector๋ฒกํ„ฐ๋ž€? ์ˆซ์ž๋ฅผ ์›์†Œ๋กœ ๊ฐ€์ง€๋Š” ๋ฆฌ์ŠคํŠธ ๋˜๋Š” ๋ฐฐ์—ด์„ ์˜๋ฏธ ๋ฒกํ„ฐ์˜ ์ฝ”๋”ฉ์ƒ ์˜๋ฏธ $X$ = ์—ด ๋ฒกํ„ฐ, $X^T$ = ํ–‰ ๋ฒกํ„ฐ ์ˆ˜ํ•™์ ์œผ๋กœ๋Š” ๊ณต๊ฐ„์—์„œ์˜ ํ•œ ์ , ์›์ ์œผ๋กœ ๋ถ€ํ„ฐ์˜ ์ƒ๋Œ€์ ...

  • Dec 14, 2022 AINLPMRC์š”์•ฝ

    ๐Ÿ“„ ๊ธฐ๊ณ„ ๋…ํ•ด ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true๊ธฐ๊ณ„ ๋…ํ•ด(MRC) ๊ธฐ๋ณธ Naver AI boostcamp ๊ธฐ๊ณ„ ๋…ํ•ด ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.1. MRC Intro & Python BasicsIntroduction to MRCMachine Reading Comprehension(MRC. ๊ธฐ๊ณ„๋…ํ•ด)...

  • Dec 14, 2022 AINLP์š”์•ฝ

    ๐Ÿ“„ ์ž์—ฐ์–ด์ฒ˜๋ฆฌ ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true์ž์—ฐ์–ด์ฒ˜๋ฆฌ(Natural Language Processing, NLP) ๊ธฐ๋ณธ NAVER AI boost camp ์ˆ˜์—…์„ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.Intro to Natural Language Processing(NLP) ์ปดํ“จํ„ฐ๊ฐ€ ์ฃผ์–ด์ง„ ๋‹จ์–ด๋‚˜ ๋ฌธ์žฅ, ๋ฌธ๋‹จ, ๊ธ€์„ ...

  • Dec 14, 2022 AINLP์š”์•ฝ

    ๐Ÿ“„ ํ•œ๊ตญ์–ด ์–ธ์–ด ๋ชจ๋ธ ๋‹ค๋ฃจ๊ธฐ-KLUE

    style: numbermin_depth: 2max_depth: 3varied_style: trueKLUE(ํ•œ๊ตญ์–ด ์–ธ์–ด ๋ชจ๋ธ ํ•™์Šต ๋ฐ ๋‹ค์ค‘ ๊ณผ์ œ ํŠœ๋‹) Naver AI Boostcamp์˜ KLUE ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.01. ์ธ๊ณต์ง€๋Šฅ๊ณผ ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ์ธ๊ณต์ง€๋Šฅ๊ณผ ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ์— ๋Œ€ํ•˜์—ฌ์ธ๊ณต์ง€๋Šฅ : ์ธ๊ฐ„์˜ ์ง€๋Šฅ์ด ๊ฐ€์ง€๋Š” ํ•™์Šต, ์ถ”๋ฆฌ, ์ ์‘, ๋…ผ์ฆ ๋”ฐ์œ„์˜ ๊ธฐ๋Šฅ์„ ...

  • Dec 14, 2022 AI์ •ํ˜•๋ฐ์ดํ„ฐ์š”์•ฝ

    ๐Ÿ“„ DKT ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true์‹ฌ์ธต ์ง€์‹ ํƒ์ƒ‰(Deep Knowledge Tracing, DKT) ๊ธฐ๋ณธ Naver AI boostcamp DKT ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.DKT ์ดํ•ด ๋ฐ DKT Trend ์†Œ๊ฐœDKT Task ์ดํ•ดDKT (DEEP KNOWLEDGE TRACING) : ๋”ฅ๋Ÿฌ๋‹...

  • Dec 14, 2022 AI์ •ํ˜•๋ฐ์ดํ„ฐ์š”์•ฝ

    ๐Ÿ“„ ์ •ํ˜• ๋ฐ์ดํ„ฐ ๋ถ„๋ฅ˜ ๊ธฐ๋ณธ

    style: numbermin_depth: 2max_depth: 3varied_style: true์ •ํ˜• ๋ฐ์ดํ„ฐ ๋ถ„๋ฅ˜ ๊ธฐ๋ณธ Naver AI Boostcamp์˜ ์ •ํ˜• ๋ฐ์ดํ„ฐ ๋ถ„๋ฅ˜ ๊ฐ•์˜๋ฅผ ์ •๋ฆฌํ•œ ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค.์ •ํ˜• ๋ฐ์ดํ„ฐ์™€ ๋ฐ์ดํ„ฐ์˜ ์ดํ•ด์ •ํ˜• ๋ฐ์ดํ„ฐ๋ž€, ์—‘์…€ ํŒŒ์ผ์ด๋‚˜ ๊ด€๊ณ„ํ˜• ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์˜ ํ…Œ์ด๋ธ”์— ๋‹ด์„ ์ˆ˜ ์žˆ๋Š” ๋ฐ์ดํ„ฐ๋กœ ํ–‰(row)๊ณผ ์—ด(column)์œผ๋กœ ํ‘œํ˜„ ๊ฐ€๋Šฅ...