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비트윈 데이터팀의 하루
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Kevin (Sangwoo) Kim
October 13, 2017
Programming
2
2.5k
비트윈 데이터팀의 하루
2017년 10월 13일 '데이터야놀자'에서 발표한 주제입니다.
Kevin (Sangwoo) Kim
October 13, 2017
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Transcript
ؘఠঠ֥5SBDL ࠺ਦؘఠೞܖ ӣ࢚ 7$/$ LFWJO!CFUXFFOVT
ӣ࢚ • Ӗ۽ߥழজ࠺ਦѐߊ ؘఠ࠙ࢳ • ೠҴझࢎਊݽ झࢎݽ ҕزࢸ݀߂ • "QBDIF4QBSLӝ߈֢࠘۽ંੋ"QBDIF
;FQQFMJOழఠ • যઁبؘఠ۽ೞҊ১
#FUXFFO ݺ߬ఋਬ धद ݅۽٘׳ࢿ ݅۽٘׳ࢿ Ӗ۽ߥ ࠺ਦद ݅۽٘׳ࢿ ࠺ਦߡद ࣻࢎসद೯
݅۽٘ݾ ࣻച Ӗ۽ߥഛ ࢜۽࠺ૉפझߊҷ
࠺ਦؘఠ
࠺ਦؘఠࣗѐ • ؘఠূפয – ೠ҃җधਸоؘఠূפযݒפ – ࢲߡѐߊ҃۱חפযؘఠূפয – ݆ࣻ҃җप۱ਸыदפযؘఠূפয
– Ҵղ୭Ҋউ٘۽٘ޙоੋؘఠূפয • ؘఠ࠙ࢳ߂ݠन۞ޙоܳੑ
࠺ਦؘఠೞחੌ • ࠙ࢳ – ࠺ਦؘఠܳా೧ࢲ࠺झݽפఠ݂ – ࠺ਦӝמददؘఠ࠙ࢳ߂ઁಿۚࣻ݀ • ؘఠ࠙ࢳੋۄ –
ؘఠ࠙ࢳੋۄҳ୷߂ҙܻ – 4QBSL "84 ;FQQFMJO #*5PPMT FUD • ॄ٘౭ؘఠઁಿٜҙܻ – .PCJMF"UUSJCVUJPO5PPM ,PDIBWB "QQTGMZFS FUD – (PPHMF"OBMZUJDT 'JSFCBTF١ – গ٘֎ਕ – ۄࢿמѐࢶস١
࠺ਦؘఠೞחੌ • ݠन۞झఠ٣ܻࢲ – /FYUCVTJOFTTNPEFM • ۚࣻ݀ࢲನ – ࠺ૉפझ
ઁಿ߂ࣻചۚࣻ݀ਸਤೠؘఠ࠙ࢳਸпҗҕزਵ۽೯ • ಌನݢझ݃ா࠙ࢳ – ৈ۞օী݃ாബҗਵ۽೯غҊח • ઁಿѐߊ – ۄࢿמѐࢶস١
࠺ਦؘఠೞܖ
য়दद࠙ • Ӕ • द࠙ী ח߈ળ࠺ ܳѿೠؘੌܻస • যઁ೮؍ੌٜҗ য়ט҅ദਸр
ױೞѱࢲ۽ঠ ӝ
য়द࠙द࠙ • ࠺ਦ߈ • ઁಿо ଵࢳೞחझగ٬ • সޖ೯࢚ട աग١ਸр
ۚҕਬ
য়द࠙য়റद • ࠄѺੋসޖܳद • ইஜীрױೠؘੌܻస৻ীખ؊֤ೡѢܻоח҃ ۽࠺աഥपীࢲঠӝܳೞӝبೣ
ਘਃੌ য়द࠙द • ਘਃੌद࠙ ࠺ૉפझ ઁಿ ۚ ؘఠ ݽفݽח •
ઁಿ߂ഥࢎۚ١ߑೱࢿਸ֤ೞݴّܳ߉ஜೞחߔসؘ ఠܳѨష
য়റदद • बदр • ࢟۞٘بदۅਸߓ׳߉ইݡѢա߆ীաоࢲधࢎܳ ೞѢա बदрਸഝਊ೧झীоӝبೣ
য়റदद • ৌੌఋ • ݃ா ઁಿ ҟҊস١җٮ۽ח҃ • જѱ হݶӒզসޖী
ചप҃!࠺ਦ
য়റदद • য়ېঊইਵݶރߓӝחदр • ࠺ӝਵ۽ܖযחܻۨएܳਤೠ ౭ఋ
য়റदद • दসޖীೞחदр • दрତغݶ೦࢚ڂपन • ৷ృӔೡٸооөਕݶبоৢۄр
য়റद • ృӔ • ޖୋ೧ࢲੌೞӝীदрغݶݒೖҌ • ঠӔ۰ೞঋ݅ޅմੌݶןѱө ੌਸೞӝب ృӔղ࢚కKQH
ృӔदр࠺ਦࢎޖपࢳন
Әਃੌ য়റद_ • ࠛӘݠन۞ҕࠗ৬ೣԋ • эࣻসਸٜਵݶࢲషۿ ֤ޙܻ٬ ۽ં١
࠺ਦؘఠੌೞחߑध
ೱ • ਯੋসޖߑध – NBOBHFSоݽٚѪਸEJSFDUJOHೞӝয۰ – ڪযդࢎۈٜݽਵ۽пמ۱җই٣যܳ୭ೠܻӝ • नݐੌীೠ଼х –
ਯੋߑधࢿ݀ೞӝਤೠਃઑѤ • प۱ – ୭Ҋࠂח୭Ҋزܐ – ࠗױೠ֢۱ਃ
ழޭפா࣌ • ؘఠܳઁ۽ৈ۞ࢎۈੌೞࠁפழޭפா࣌ਃೞחѪ ӵ׳ • ழޭפா࣌بҳ۽5SFMMPࢎਊ5BTLীੋਗ ࢚ࣁೠ֢ա ழݭ 50%0 ੌҙܻ١оמ
• ഥب࠺ӝੋসޖഈসਸా೧അട߂ߑೱࢿҕਬ
ӝࣿҗبҳ • ੋਗ݆ੌਸ೧ঠೣ • बೞݶࢲਕಽೠӝٜࣿਸਤ۽بੑ • ࠻ؘఠੋۄ – "QBDIF4QBSL "QBDIF;FQQFMJO
"84$MPVE • ؘఠҕਬ – (PPHMF%PDT ;&1- ઁܽҕਬ )PMJTUJDT #*5PPM ,PDIBWB ݃ ாېఊో ١ • সޖഛغݶࢲпઙॄ٘౭بҳоֈաחѪҊѢܻ
࠺ਦؘఠࢤп
࠺ਦؘఠীࢲਃೞҊࢤпೞחѪٜ • ࢲನ – пؘఠܳࠁҊৢ߄ܲѾਸೡࣻب۾ࢲನ – ӝੋҗ࠺ӝੋؘఠਃীೠࡅܻܲ – ٜৢ߄ܰѱࣻغҊ೧ࢳೞҊח҅ࣘ೧ࢲҊೞҊݽפց݂ –
ഥࢎ࠺ૉפझоੜجইоب۾ೞחѪਸݾ۽೦࢚֢۱ • ӝܻࣿ٘ – ഥࢎ৬ѐੋਸਤ೧ӝࣿੋైܳ҅ࣘೞӝ – ࠺ਦীࢲੌೞחѪѐѐੋীѱ୭Ҋ҃ؼࣻب۾ – ࠻ؘఠ য়ࣗझ ۄ٘ ݠन۞࠙ঠী҅ࣘ೧ࢲदрҗ֢۱ਸ ై
࠺ਦؘఠীࢲਃೞҊࢤпೞחѪٜ • ࢎഥӝৈ – ഥࢎীࢲೞחসޖоࢎഥਵ۽بооחੌੋՐহ Ҋ – য়ࣗझաழޭפ౭ഝزਸాೠधҕਬীӓਵ۽ଵৈ
࠺ਦؘఠীࢲਗೞחੋ • সޖࠗ࠙ – ؘఠূפয݂ ؘఠ࠙ࢳ ݠन۞١ৈ۞ؘఠҙ ۲࠙ঠীनౠӝоযঠೣ – नౠӝ۽ೞח࠙ঠী೧ࢲח־ҳࠁبੜঌইঠೣ
• ӝসޙചࠗ࠙ – Րহ֢۱ೞҊߓ۰חࢎۈ – नೡੌਸইࢲೞݴ ӭՔೞѱ݃ޖܻחࢎۈ 8FsSFIJSJOH
݄݃ਵ۽ • ؘఠݒ۱j – ࠻ؘఠ ݠन۞١ਵ۽ࡅܰѱߊೞחݒ۱ח࠙ঠ – ೠಞਵ۽ח݆दрҗ֢۱ ੋղоਃೠ࠙ঠ –
ܲਗؘٜఠܳੜഝਊ೧ঠ݅ࡄզࣻח࠙ঠ
5IBOLZPV