비트윈 데이터팀의 하루

7c7321fc6edf30f24b0c610f0b88c15c?s=47 Kevin (Sangwoo) Kim
October 13, 2017
Programming
2
2.1k

비트윈 데이터팀의 하루

2017년 10월 13일 '데이터야놀자'에서 발표한 주제입니다.

7c7321fc6edf30f24b0c610f0b88c15c?s=128

Kevin (Sangwoo) Kim

October 13, 2017
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Transcript

  1. 1.

    ؘ੉ఠঠ֥੗5SBDL ࠺౟ਦؘ੉ఠ౱੄ೞܖ ӣ࢚਋ 7$/$ LFWJO!CFUXFFOVT

  2. 2.

    ӣ࢚਋ • Ӗ۽ߥழ೒জ࠺౟ਦѐߊ ؘ੉ఠ࠙ࢳ • ೠҴझ౵௼ࢎਊ੗ݽ੐ झࢎݽ ҕزࢸ݀߂਍৔ • "QBDIF4QBSLӝ߈֢౟࠘೐۽ં౟ੋ"QBDIF

    ;FQQFMJOழ޷ఠ • যઁبؘ੉ఠ۽ࢗ૕ೞҊ১
  3. 3.

    #FUXFFO ݺ੄߬ఋਬ੷ ੿ध୹द ݅׮਍۽٘׳ࢿ ݅׮਍۽٘׳ࢿ Ӗ۽ߥ૓୹ ࠺౟ਦ୹द ݅׮਍۽٘׳ࢿ ࠺౟ਦߡ੹୹द ࣻ੊ࢎসद೯

    ݅׮਍۽٘ݾ಴ ࣻ੊ച Ӗ۽ߥഛ੢ ࢜۽਍࠺ૉפझߊҷ
  4. 4.

    ࠺౟ਦؘ੉ఠ౱

  5. 5.

    ࠺౟ਦؘ੉ఠ౱ࣗѐ • ؘ੉ఠূ૑פয  – ੟׮ೠ҃೷җ૑धਸо૓ؘ੉ఠূ૑פযݒפ੷ – ࢲߡѐߊ҃۱੉੓ח઱פযؘ੉ఠূ૑פয – ݆ࣻ਷҃೷җप۱ਸы୸दפযؘ੉ఠূ૑פয

    – Ҵղ୭Ҋউ٘۽੉٘੹ޙоੋؘ੉ఠূ૑פয • ؘ੉ఠ࠙ࢳ߂ݠन۞׬੹ޙоܳ৔ੑ৘੿
  6. 6.

    ࠺౟ਦؘ੉ఠ౱੉ೞחੌ • ࠙ࢳ – ࠺౟ਦ੄ؘ੉ఠܳా೧ࢲ࠺झݽפఠ݂ – ࠺౟ਦӝמ୹ददؘ੉ఠ࠙ࢳ߂ઁಿ੹ۚࣻ݀ • ؘ੉ఠ࠙ࢳੋ೐ۄ –

    ؘ੉ఠ࠙ࢳੋ೐ۄҳ୷߂ҙܻ – 4QBSL "84 ;FQQFMJO #*5PPMT FUD • ॄ٘౵౭ؘ੉ఠઁಿٜҙܻ – .PCJMF"UUSJCVUJPO5PPM ,PDIBWB "QQTGMZFS FUD  – (PPHMF"OBMZUJDT 'JSFCBTF١ – গ٘֎౟ਕ௼ – ௿ۄ੉঱౟ࢿמѐࢶ੘স١
  7. 7.

    ࠺౟ਦؘ੉ఠ౱੉ೞחੌ • ݠन۞׬झఠ٣ܻࢲ஖ – /FYUCVTJOFTTNPEFM • ਍৔ ੹ۚࣻ݀ࢲನ౟ – ࠺ૉפझ

    ઁಿ߂ࣻ੊ച੹ۚࣻ݀ਸਤೠؘ੉ఠ࠙ࢳਸп౱җҕزਵ۽૓೯ • ಌನݢझ݃ா౴࠙ࢳ – ৈ۞଻օী݃ா౴৘࢑੉ബҗ੸ਵ۽૘೯غҊ੓ח૑ • ઁಿѐߊ – ௿ۄ੉঱౟ࢿמѐࢶ੘স١
  8. 8.

    ࠺౟ਦؘ੉ఠ౱੄ೞܖ

  9. 9.

    য়੹दद࠙ • ୹Ӕ • द࠙ী੓ ח஢߈޷౴ળ࠺ ܳѿೠؘੌܻస • যઁ೮؍ੌٜҗ য়ט੄҅ദਸр

    ױೞѱࢲ۽੉ঠ ӝ
  10. 10.

    য়੹द࠙द࠙ • ࠺౟ਦ஢߈޷౴ • ઁಿ౱੹୓о ଵࢳೞחझగ٬ ޷౴ • সޖ૓೯࢚ട੉ ա੉ग١ਸр

    ۚ൤ҕਬ
  11. 11.

    য়੹द࠙য়റद • ࠄѺ੸ੋসޖܳद੘ • ইஜীрױೠؘੌܻస৻ীખ؊֤੄ೡѢܻо੓ח҃ ਋۽࠺աഥ੄पীࢲ੉ঠӝܳೞӝبೣ

  12. 12.

    ਘਃੌ য়੹द࠙द • ਘਃੌद࠙਷؀಴ ࠺ૉפझ౱ ઁಿ౱ ੹ۚ౱ ؘ੉ఠ౱੉ ݽفݽ੉ח޷౴ •

    ઁಿ߂ഥࢎ੹ۚ١੄ߑೱࢿਸ֤੄ೞݴ੉ّܳ߉ஜೞחߔসؘ ੉ఠܳѨష
  13. 13.

    য়റदद • ੼बदр • ࢟۞٘بदۅਸߓ׳߉ইݡѢա߆ীաоࢲधࢎܳ ೞѢա ੼बदрਸഝਊ೧೾झ੢ীоӝبೣ

  14. 14.

    য়റदद • ৌੌఋ੐ • ݃ா౴౱ ઁಿ౱ ҟҊ৔স౱١җٮ۽޷౴੉੟൤ח҃਋ • ਍જѱ ޷౴੉হ׮ݶӒզ਷সޖী૘઺

  15. 15.

    ച੢प੹҃!࠺౟ਦ

  16. 16.

    য়റदद • য়ېঊই੓ਵݶރ੉ߓӝחदр • ࠺੿ӝ੸ਵ۽੉ܖয૑ח౱޷౴഑਷ܻ೐ۨएܳਤೠ ౭ఋ੐

  17. 17.

    য়റदद • ׮दসޖী૘઺ೞחदр • ੉दрତغݶ೦࢚ڂपन • ৷૑ృӔೡٸооөਕ૑ݶ૘઺بоৢۄр׮

  18. 18.

    য়റद • ృӔ • ޖୋ૘઺೧ࢲੌೞӝী੉दр੉غݶݒ਋ೖҌ • ঠӔ਷੢۰ೞ૑ঋ૑݅޷୊ޅ՘մੌ੉੓׮ݶןѱө ૑ੌਸೞӝب ృӔ૒੹੄ղ࢚కKQH

  19. 19.

    ృӔदр࠺౟ਦࢎޖप੄ࢳন

  20. 20.

    Әਃੌ য়റद_ • ࠛӘ਷ݠन۞׬ҕࠗ৬ೣԋ • э੉ࣻসਸٜਵݶࢲషۿ ֤ޙܻ٬ ೐۽ં౟١

  21. 21.

    ࠺౟ਦؘ੉ఠ౱੄ੌೞחߑध

  22. 22.

    ૑ೱ੼ • ੗ਯ੸ੋসޖߑध – NBOBHFSоݽٚѪਸEJSFDUJOHೞӝয۰਑ – ڪযդࢎۈٜ੉ݽ৓ਵ޲۽п੗੄מ۱җই੉٣যܳ୭؀ೠ࢓ܻӝ • ੗न੉ݐ਷ੌী؀ೠ଼੐х –

    ੗ਯ੸ੋߑध੉ࢿ݀ೞӝਤೠ೙ਃઑѤ • प۱ – ୭Ҋ੄ࠂ૑ח୭Ҋ੄زܐ੉׮ – ࠗױೠ֢۱੉೙ਃ
  23. 23.

    ழޭפா੉࣌ • ؘ੉ఠܳ઱ઁ۽ৈ۞ࢎۈ੉ੌೞ׮ࠁפழޭפா੉࣌੉઺ਃೞ׮חѪ ӵ׳਺ • ழޭפா੉࣌بҳ۽5SFMMPࢎਊ5BTLীੋਗ૑੿ ࢚ࣁೠ֢౟ա ழݭ౟ 50%0 ੌ੿ҙܻ١੉оמ

    • ઱ഥ੿ب੄࠺੿ӝ੸ੋসޖഈস޷౴ਸా೧അട߂ߑೱࢿҕਬ
  24. 24.

    ӝࣿҗبҳ • ੸਷ੋਗ੉݆਷ੌਸ೧ঠೣ • ब೒ೞݶࢲ౵ਕಽೠӝٜࣿਸਤ઱۽بੑ • ࠻ؘ੉ఠੋ೐ۄ – "QBDIF4QBSL "QBDIF;FQQFMJO

    "84$MPVE • ؘ੉ఠҕਬ – (PPHMF%PDT ;&1- ઁ೒ܽҕਬ )PMJTUJDT #*5PPM ,PDIBWB ݃ ா౴౟ېఊో ١ • সޖ৔৉੉ഛ੢غݶࢲпઙॄ٘౵౭بҳоֈ୛աחѪ਷Ҋ޹Ѣܻ
  25. 25.

    ࠺౟ਦؘ੉ఠ౱੄ࢤп

  26. 26.

    ࠺౟ਦؘ੉ఠ౱ীࢲ઺ਃೞ׮ҊࢤпೞחѪٜ • ౱ࢲನ౟ – п౱੉ؘ੉ఠܳࠁҊৢ߄ܲѾ੿ਸೡࣻ੓ب۾ࢲನ౟ – ੿ӝ੸ੋ޷౴җ࠺੿ӝ੸ੋؘ੉ఠਃ୒ী؀ೠࡅܲ୊ܻ – ૑಴ٜ੉ৢ߄ܰѱࣻ૘غҊ೧ࢳೞҊ੓ח૑҅ࣘ೧ࢲҊ޹ೞҊݽפց݂ –

    ഥࢎ੄࠺ૉפझоੜجইоب۾ೞחѪਸݾ಴۽೦࢚֢۱ • ӝࣿ੸ܻ٘ – ഥࢎ৬ѐੋ੄৉۝ਸਤ೧ӝࣿ੸ੋై੗ܳ҅ࣘೞӝ – ࠺౟ਦীࢲੌೞחѪ੉ѐѐੋীѱ୭Ҋ੄҃೷੉ؼࣻ੓ب۾ – ࠻ؘ੉ఠ য়೑ࣗझ ௿ۄ਋٘ ݠन۞׬࠙ঠী҅ࣘ೧ࢲदрҗ֢۱ਸ ై੗
  27. 27.

    ࠺౟ਦؘ੉ఠ౱ীࢲ઺ਃೞ׮ҊࢤпೞחѪٜ • ࢎഥ੸ӝৈ – ഥࢎীࢲೞחসޖоࢎഥ੸ਵ۽بо஖о੓חੌੋ૑Ր੐হ ੉Ҋ޹ – য়೑ࣗझաழޭפ౭ഝزਸాೠ૑धҕਬী੸ӓ੸ਵ۽ଵৈ

  28. 28.

    ࠺౟ਦؘ੉ఠ౱ীࢲਗೞחੋ੤ • সޖࠗ࠙ – ؘ੉ఠূ૑פয݂ ؘ੉ఠ࠙ࢳ ݠन۞׬١ৈ۞ؘ੉ఠҙ ۲࠙ঠী੗न੄ౠӝо੓যঠೣ – ੗न੉ౠӝ۽ೞח࠙ঠী؀೧ࢲח־ҳࠁ׮بੜঌইঠೣ

    • ӝসޙചࠗ࠙ – Ր੐হ੉֢۱ೞҊߓ਋۰חࢎۈ – ੗न੉ೡੌਸ଺ইࢲೞݴ ӭՔೞѱ݃ޖܻ૙חࢎۈ 8FsSFIJSJOH
  29. 29.

    ݃૑݄ਵ۽ • ؘ੉ఠ੄ݒ۱j – ࠻ؘ੉ఠ ݠन۞׬١ਵ۽ࡅܰѱߊ੹ೞחݒ۱੓ח࠙ঠ – ೠಞਵ۽ח݆਷दрҗ֢۱ ੋղо೙ਃೠ࠙ঠ –

    ׮ܲ౱ਗٜ੉ؘ੉ఠܳੜഝਊ೧ঠ݅ࡄ੉զࣻ੓ח࠙ঠ
  30. 30.

    5IBOLZPV