/AIYTBConsultant

a project 'AI YouTube Consultant๐Ÿคก' which help youtuber increase the number of subscribers

Primary LanguageJupyter Notebook

๐ŸคกAI YouTube Consultant

  • ๋ณธ ์ €์žฅ์†Œ๋Š” ์„œ์šธ์‹œ๋ฆฝ๋Œ€ํ•™๊ต ์ž์—ฐ๊ณผํ•™๋Œ€ํ•™ ์ˆ˜ํ•™๊ณผ์—์„œ ์ง„ํ–‰ํ•œ ์บก์Šคํ†ค๋””์ž์ธ ํ”„๋กœ์ ํŠธ๋ฅผ ์ •๋ฆฌํ•˜๊ธฐ ์œ„ํ•œ ๊ณต๊ฐ„์ž…๋‹ˆ๋‹ค.
  • ์œ ํŠœ๋ธŒ ์ฑ„๋„ ์ •๋ณด๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ๊ตฌ๋…์ž ์ถ”์ด๋ฅผ ์˜ˆ์ธกํ•˜๊ณ , ๊ตฌ๋…์ž ์ˆ˜๋ฅผ ๋Š˜๋ฆฌ๊ธฐ ์œ„ํ•œ ๋ฐฉ์•ˆ์„ ์ œ๊ณตํ•˜๋Š” ๊ฒƒ์ด ํ”„๋กœ์ ํŠธ์˜ ๋ชฉํ‘œ์ž…๋‹ˆ๋‹ค.

์ฃผ์š” ์ง„ํ–‰ ์ƒํ™ฉ

  • ๋ฐ์ดํ„ฐ ๊ตฌ์กฐ

  • ๋ชจ๋ธ: LSTM, ARIMA

๐Ÿƒโ€โ™‚๏ธํ”„๋กœ์ ํŠธ ๊ธฐ๊ฐ„

  • 2020.09~2020.12

๐Ÿ‘€๋””๋ ‰ํ† ๋ฆฌ ๊ตฌ์กฐ

AIYTBConsultant
โ”œโ”€data                # ๋ฐ์ดํ„ฐ๊ฐ€ ์ €์žฅ๋œ ํด๋”
โ”‚  โ”œโ”€raw              # ์ˆ˜์ง‘ํ•œ raw ๋ฐ์ดํ„ฐ๊ฐ€ ์ €์žฅ๋œ ํด๋”
|  โ””โ”€train_raw.csv    # ํ•™์Šต์— ํ™œ์šฉ๋˜๋Š” ๋ฐ์ดํ„ฐ
โ”œโ”€etc                 # ๋…ธํŠธ๋ถ ์ปค๋„, ๊ฐ์ข… ๋ถ„์„ ํ”Œ๋กฏ ๋“ฑ์ด ์ €์žฅ๋œ ํด๋”
โ”œโ”€model               # ๋ชจ๋ธ ๋ชจ๋“ˆ ์ €์žฅ ํด๋”
โ””โ”€preprocessing       # ์ „์ฒ˜๋ฆฌ ๋ชจ๋“ˆ ์ €์žฅ ํด๋”

๐Ÿ‘ฉโ€๐Ÿ‘งโ€๐Ÿ‘ฆํ”„๋กœ์ ํŠธ ์ธ์›

  • ํ”„๋กœ์ ํŠธ ์ฐธ์—ฌ์ž: ๊ณ ์ง€ํ˜•(๋ณธ์ธ), ๊น€์–‘๊ธฐ, ๋ฐ•์ง„์ˆ˜, ์•ˆ๋‚˜๋ฏผ
  • ๋‹ด๋‹น ๊ต์ˆ˜: ๊น€์ •๋ž˜
  • Capstone projects in the department of mathematics, University of Seoul
  • Period: September 2020 ~ December 2020
  • Advisor: Prof. Jungrae Kim
  • Participants: Jihyeong Ko, Yanggi Kim, Jinsu Park, Namin Ahn