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ΠϯλʔωοτɺεϚʔτϑΥϯɻ
͝ͱͷ৽ٕज़ɻ
ͦͯ͠ࠓզʑ͍͔ʹͯ͠
ػցֶशϓϩδΣΫτΛ
Ϛωʔδϝϯτ͍͖͔ͯ͘͠ɻ
%FW-07&9
גࣜձࣾͯͳcപ୩େี JEEBJLTZ
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ࣗݾհ
w പ୩େี JEEBJLTZ!EBJLTZ
w גࣜձࣾͯͳ.BDLFSFMνʔϜσΟϨΫλʔ
w גࣜձࣾτϚϧόΤϯδχΞ৫։ൃࢧԉ
w $IBUXPSLגࣜձࣾݱϚωʔδϟࢧԉ
w ೝఆεΫϥϜϚελʔ
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%FW-07&
͓ΊͰͱ͏͍͟͝·͢ʂ
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ੜ·Εͯ͡Ίͯͷ-5
݄
΄΅
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%FW-07&ؔ
ॳొஃ
݄
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ུྺ
w େֶଔۀޙ৽ଔೖࣾ4&4ɻ
w ࠷ॳͷస৬ɻ4&4ɻͰ࢈ɻ
w ͷస৬ɻৗறઌʹरΘΕΔɻडୗ։ൃɻ
w ͷస৬ɻιʔγϟϧήʔϜ։ൃɻ
w ͷస৬ɻݱ৬ɻ
w ۀքྺɻ%FW-07&ճɻ
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৽ଔೖࣾ࣌ લ
w ब৬ණՏظ
w ৬ۀϓϩάϥϚσϏϡʔ$0#0-
w ௨ۈ͔ΜͷதʹϑϩοϐʔσΟεΫຕ͘Β͍ೖͬͯ
ͨʢதςΩετΤσΟλͳͲͷศརπʔϧʣ
w +BWBͷҊ͕݅૿͑࢝Ίͨͷ͜ͷ͘Β͍͔Βʁ
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৽ଔೖࣾ࣌ લ
w େֶੜͷͱ͖ʹܞଳిɻੈͷதతʹ1)4͕ओྲྀʁ
w εϚϑΥӨܗଘࡏ͠ͳ͔ͬͨɻ
w ΠϯλʔωοτΛੜۀΛ͍ͯ͠ΔΤϯδχΞͨͿΜগ
ɻ
w झຯͰϨϯλϧαʔόʔΛआΓͯʮϗʔϜϖʔδʯ࡞ͬͯ
ͨɻѨ෦ͷͭΈ͍ͨͳͷɻ
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લ
w ιʔγϟϧήʔϜ։ൃ
w ͜ͷࠒ·ͩϑΟʔνϟʔϑΥϯʢΨϥέʔʣओྲྀ
w ͦΖͦΖεϚϑΥରԠ͍ͨ͠Ͷͱ͔ݴͬͯͨ
w ͦͷޙ͘Β͍ͰεϚϑΥ͕ओྲྀʹʢҰॠͩͬͨʣ
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લ
w ΠϯλʔωοτΛੜۀʹ͢ΔͷׂͱͨΓલɻۀΞ
ϓϦ8FCϒϥβͰಈ͘ɻ
w ˢ৽ଔͷࠒ༡ͼΈ͍ͨͳײͩͬͨ͡ͷʹͶ
w εϚϑΥΞϓϦΤϯδχΞͱ͍͏৽͍͠৬छ
w ˢ৽ଔͷࠒʹ૾Ͱ͖ͳ͔ͬͨ৬छͰ͢Ͷ
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ݱ
w 4BB4αʔϏεͷσΟϨΫλʔ
w ػցֶशϓϩδΣΫτͷϚωʔδϝϯτΔ
w ˢιʔγϟϧήʔϜ࣌ʹࣄͰ͜Μͳ͜ͱͬͯΔͱ
૾ͯ͠ͳ͔ͬͨ
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ະདྷ
w ޙɻɻ ࡀ
w ޙɻɻ ࡀ
w ఆ͕ࡀͱԾఆʢͨͿΜࡀͱ͔ʹͳͬͯͦ͏͚ͩͲ
w ͋ͱ
ճࣄͷݱʹະͷٕज़͕ొͦ͠͏
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ະདྷ
w ྔࢠίϯϐϡʔλʔ
w ʮ͍ͩ͘͠ʔ͞Μɻ·ͩϊΠϚϯܕίϯϐϡʔλͳΜͯ
৮ͬͯΔΜͰ͔͢ʁΫεΫεʯ
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ͭΒ͘ͳ͖ͬͯͨʜ
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͜͜ͰλΠτϧ
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ΠϯλʔωοτɺεϚʔτϑΥϯɻ
͝ͱͷ৽ٕज़ɻ
ͦͯ͠ࠓզʑ͍͔ʹͯ͠
ػցֶशϓϩδΣΫτΛ
Ϛωʔδϝϯτ͍͖͔ͯ͘͠ɻ
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Πϯλʔωοτ
εϚʔτϑΥϯ
ػցֶश
͜Ε·Ͱͷ
ͳΜͱ͔ͳ͖ͬͯͨ
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͜ͷௐࢠͰΓͷ
ͳΜͱ͔
͍͖ͬͯ·͠ΐ͏
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ػցֶशͷ
Ϛωʔδϝϯτ
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.BDLFSFMͷ
ϩʔϧҟৗݕ
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No content
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ػցֶशΛͬͨ։ൃ
͡Ίͯͷܦݧ
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ԿΘ͔Βͳ͍ͷͰ
ษڧͯ͠ΈΔ
ͨ·ͨ·ਖ਼݄ٳΈͷ࣌ظͩͬͨ
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https://github.com/hatena/Hatena-Textbook
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ػցֶशϚωʔδϝϯτ
ͷϙΠϯτ
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ෆ࣮֬ੑͷଊ͑ํ
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https://tech.nikkeibp.co.jp/it/article/COLUMN/20131001/508039/
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ҰൠతͳιϑτΤΞ։ൃ
ޙఔʹ͍͘ʹͭΕͯ
࣮֬ੑ͕૿͢
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ػցֶशϓϩδΣΫτ
ऴ൫ʹ͏Ұࢁ͕๚ΕΔ
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ςετఔͰͷ
ࢼߦࡨޡ
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.BDLFSFMͷ߹
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։ൃॳظ
w ࣾͷোࣄྫΛऩू
w ͞·͟·ͳΞϧΰϦζϜΛͯΊͯϓϩτλΠϓ࣮
w қܭࢉྔͷഽײ֮Λ͑Δ
w ͍ΘΏΔ1P$ 1SPPGPG$PODFQU
ͱݺΕΔϑΣʔζ
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։ൃॳظ
w ΞϧΰϦζϜͷબఆ݅
w ݁Ռʹରͯ͠આ໌ՄೳͰ͋Δ͜ͱ
w ػցֶशͷઐՈҎ֎ʹཧղ͕༰қͰ͋Δ͜ͱ
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https://www.slideshare.net/syou6162/mackerel-108429592
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։ൃऴ൫
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։ൃऴ൫
w ޡݕͱͷઓ͍
w හײ͗ͯ͢ҟৗͰͳ͍ͷʹݕ͞ΕΔ
w ಷײ͗ͯ͢ҟৗΛݕ͠ͳ͍
w ਓؒͷײͱҰக͢ΔΑ͏ʹνϡʔχϯά
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͜͏͍ͬͨಛੑʹ
ରͯ͠զʑͲ͏ରॲ͢Ε
Α͍ͷ͔ʁ
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CRIPS-DM(CRoss-Industry Standard Process for Data Mining)
https://dev.classmethod.jp/business/business-analytics/data-analysis-crisp-dm/
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ΞδϟΠϧ։ൃ
• “The New New Product Development Game” (1986, தҮ࣍)
◦ ৽։ൃͷϓϩδΣΫτཧʹ͍ͭͯͷจ
◦ ͜ͷจʹΠϯεύΠΞ͞ΕͯɺδΣϑɾαβʔϥϯυ͕εΫϥϜ
ΛମܥԽ
◦ ۃΊͯෆ࣮֬ੑͷߴ͍։ൃϓϩδΣΫτΛཧ͢ΔͨΊͷख๏͕େ
ݩͷग़ࣗ
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ήʔϜ։ൃ
• ͓͠Ζ͞Λٻ͢ΔࢼߦࡨޡػցֶशͷνϡʔχϯάͷఔͱΑ
͘ࣅ͍ͯΔ
• ఆྔతͳ࣭ࢦඪͱਓؒͷײͱͷόϥϯγϯά
• CEDECͳͲͰࣄྫ͕දʹग़͖ͯͭͭ͋Δ
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৽͍͠ύϥμΠϜͷ
ಛΛଊ͑Δֶश
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طଘͷzਓྨͷӥஐzΛ
୳Δ
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ֶशͷతͱ
ֶशൣғͷղ૾
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ؔܕݴޠͷֶश
ϓϩάϥϚͱͯ͠
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ػցֶशͷֶश
Ϛωʔδϟͱͯ͠
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৽͍͠ύϥμΠϜ
νϟϯε
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ઌߦऀརӹ
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ݱࡏͷඪ
ػցֶशϚωʔδϝϯτͷ
ݟΛମܥԽͯ͠
ػցֶशֶͷͰߩݙͰ͖ͳ͍͔
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https://speakerdeck.com/twada/understanding-the-spiral-of-technologies?slide=10
ٕज़બఆͷ৹ඒ؟6OEFSTUBOEJOHUIF4QJSBMPG5FDIOPMPHJFTc!U@XBEB
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ࣗͷಘҙͱ
৽͍͠ύϥμΠϜΛ
Έ߹ΘͤΔ
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w͋ͱ͘Β͍ͳΜͱ͔Εͦ͏ͳ
ؾ͕͢Δ
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·ͱΊ
w ΤϯδχΞਓੜͰճඞͣʮੈքͷେมԽʯ͕ى͖Δ
w ֶशͷղ૾ͱࣗͷཱΛ͏·͘߹ΘͤΔ
w ࣗͷಘҙͷ্ʹ৽͍͠มԽΛੵΈ্͛Δ
w աڈͷਓྨͷӥஐΛ৴͡Δ