๐Ÿ“• CS224n Lecture 12 Information from parts of words: Subword Models

June 9, 2019

12๊ฐ•๊นŒ์ง€๋Š” ์ €์ €๋ฒˆ์ฃผ์— ๋“ค์—ˆ๋˜ ๊ฒƒ์ด์ง€๋งŒ, ์ด์ œ ์ •๋ฆฌํ•˜๋ ค๊ณ  ํ•˜๋‹ˆ ์ œ๋Œ€๋กœ ๊ธฐ์–ต์ด ์•ˆ๋‚˜์„œ ๋‹ค์‹œ ๋“ค์œผ๋ฉด์„œ ์ •๋ฆฌํ•œ๋‹ค.

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๐Ÿ“• CS224n Lecture 11 ConvNets for NLP

June 8, 2019

11๊ฐ•! ๋งˆ์ง€๋ง‰ ๊ณผ์ œ์ธ ๊ณผ์ œ 5๋„ ์Šฌ์Šฌ ๋งˆ๊ฐ์œผ๋กœ ๋ณด์ธ๋‹ค. ๊ฐ•์˜์—์„œ๋„ second half๋ผ๊ณ  ํ•œ๋‹ค! ์ด์ œ๋ถ€ํ„ฐ ๊ฑฐ์˜ ์†Œ๊ฐœ์— ๊ฐ€๊น๋‹ค๊ณ  ํ•œ๋‹ค.

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๐Ÿ“• CS224n Lecture 9 Practical Tips for Final Projects

May 26, 2019

์ด๋ฒˆ ๊ฐ•์˜๋Š” ์œ ํŠœ๋ธŒ๋กœ ์—…๋กœ๋“œ๋˜๋Š” ๊ฐ•์˜๋Š” ์•„๋‹ˆ๊ณ , ์Šฌ๋ผ์ด๋“œ์™€ ๋…ธํŠธ๋งŒ ์˜ฌ๋ผ์™”๋‹ค. ํ•˜์ง€๋งŒ ํ•œ๋ฒˆ ์ถฉ๋ถ„ํžˆ ํ›‘์–ด๋ณผ๋งŒํ•œ ๊ฒƒ ๊ฐ™์•„์„œ ์ •๋ฆฌ๋ฅผ ํ•ด๋ณธ๋‹ค.

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๐Ÿ“• CS224n Lecture 7 Vanishing Gradients, Fancy RNNs

May 19, 2019

CS224n ์ผ๊ณฑ๋ฒˆ์งธ ๊ฐ•์˜๋ฅผ ๋“ฃ๊ณ  ์ •๋ฆฌํ•œ ํฌ์ŠคํŠธ! ์ง€๋‚œ ๊ฐ•์˜๋Š” RNN์— ๊ด€ํ•œ ๊ฒƒ์ด์—ˆ๊ณ , 7๊ฐ•์€ RNN์˜ variants์— ๊ด€ํ•œ ๊ฒƒ์ด๋‹ค. (LSTM, GRU, โ€ฆ) ๋‹ค์Œ์—๋Š” NMT, seq2seq + attention ์ •๋„๋ฅผ ๋ฐฐ์šด๋‹ค.

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๐Ÿค– 2019 ๋จธ์‹ ๋Ÿฌ๋‹ ์Šคํ„ฐ๋””์žผ ์ค‘๊ธ‰๋ฐ˜

May 19, 2019

๋จธ์‹ ๋Ÿฌ๋‹ ์Šคํ„ฐ๋””์žผ ์ค‘๊ธ‰๋ฐ˜!! ๋„ ํ•˜๊ฒŒ ๋˜์–ด์„œ ๊ฐ„๋žตํ•˜๊ฒŒ ์ •๋ฆฌํ•ด๋ณด๋Š” ํฌ์ŠคํŠธ๋ฅผ ์ž‘์„ฑํ•˜๋ ค ํ•œ๋‹ค. ์ด๋ฒˆ์—๋„ coursera์™€ qwiklab์„ ์ด์šฉํ•˜๋Š” ๊ฒƒ์„ ๋ณด์ธ๋‹ค. cousera๋Š” Launching Machine Learning์„ ์ˆ˜๊ฐ•ํ•˜๋Š” ๊ฒƒ์ด ๋ชฉํ‘œ์ด๊ณ , qwiklab์€ Classify Images...

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๐ŸŽŠ F8 2019 Hackathon

May 15, 2019

2019๋…„์— ์—ด๋ฆฐ ํŽ˜์ด์Šค๋ถ์˜ F8ํ–‰์‚ฌ ํ•ด์ปคํ†ค์— ์ฐธ๊ฐ€ํ•œ ํ›„๊ธฐ๋ฅผ ์ •๋ฆฌํ•œ ๊ธ€์ž…๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ํŽธํ•˜๊ฒŒ ์˜์‹์˜ ํ๋ฆ„์— ๋”ฐ๋ผ ์“ฐ๋„๋ก ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค.

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๐Ÿƒ Mongo DB Sharding

April 22, 2019

๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด์„œ ์–ธ์ œ๊นŒ์ง€๋‚˜ ์ธ์Šคํ„ด์Šค ํ•˜๋‚˜๋งŒ์„ ์‚ฌ์šฉํ•  ์ˆ˜๋Š” ์—†๋‹ค. ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์— ๋งŽ์€ ๋ถ€ํ•˜๊ฐ€ ๋ชฐ๋ฆฐ๋‹ค๋ฉด, ๋‹ค๋ฅธ ๋Œ€์ฑ…์ด ํ•„์š”ํ•˜๋‹ค. ๋‘ ๊ฐ€์ง€ ๋ฐฉ๋ฒ•์ด ์กด์žฌํ•˜๋Š”๋ฐ, Vertical Scaling๊ณผ Horizontal Scaling์ด๋‹ค. Vertical Scaling์€ ํ•˜๋‚˜์˜ ๋จธ์‹ ์— ๋” ๋งŽ์€ RAM๊ณผ...

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