鐃緒申鐃銃ワ申鐃緒申:
Data Mining
鐃緒申年鐃緒申鐃緒申鐃緒申法鐃緒申鐃緒申鐃夙わ申鐃銃￥申発鐃緒申鐃緒申鐃竣わ申鐃緒申鐃緒申鐃緒申覆鐃緒申鐃盾、鐃瞬ワ申鐃緒申鐃塾器申鐃緒申鐃緒申鐃縮を開わ申鐃緒申鐃夙のでわ申鐃縮ままはわ申半年鐃緒申鐃潤ぎ鐃緒申鐃緒申鐃緒申箸鐃緒申討鐃緒申泙鐃緒申鐃粛ワ申鐃緒申鐃緒申鐃瞬を集わ申鐃祝はブワ申鐃緒申鐃緒申颪�のわ申鐃緒申鐃瞬わ申鐃夙わか鐃緒申弔弔癲�筆鐃緒申鐃重わ申鐃塾でわ申鐃緒申鐃緒申鐃緒申鐃銃人削申呂硫鐃述わ申鐃緒申鐃緒申鐃緒申粒銅鐃緒申鐃渋ワ申瓠種申鐃緒申溜鐃殉ってわ申鐃緒申鐃塾でわ申鐃緒申鐃粛削申鐃順集鐃祝つわ申鐃銃は種申鐃塾ワ申鐃緒申肇蝓種申能颪�まわ申鐃緒申鐃緒申鐃緒申鐃�

鐃緒申鐃緒申鐃緒申罅�鐃緒申鐃緒申辰箸鐃緒申發件申鐃緒申鐃緒申優鐃緒申鐃緒申鐃緒申辰鐃緒申里如鐃緒申辰縫鐃緒申鐃緒申呂覆鐃緒申鐃緒申疋鐃熟ビリが鐃銃わ申筆鐃薯執ってみわ申鐃緒申鐃処。鐃宿わ申鐃淑醐申里能颪い討鐃緒申鐃緒申鐃祝削申鐃銃わ申鐃盾う鐃緒申鐃緒申

鐃緒申鐃緒申2017年鐃緒申鐃緒申鐃熟「人刻申鐃緒申能鐃緒申AI鐃祝」「居申鐃緒申鐃舜緒申鐃淑マワ申鐃緒申蕁種申縫鵐亜法廚鐃緒申媛擇龍砲澆鐃殉わ申鐃銃わ申鐃緒申泙鐃緒申鐃緒申曚鐃塾常申鐃緒申鐃緒申鐃殉では「デ￥申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申謄鐃緒申鐃緒申函廖屮咼奪鐃緒申如鐃緒申鐃緒申廚鐃緒申辰鐃緒申錣縁申任鐃緒申鐃緒申鐃緒申泙鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申錣￥申匹呂鐃緒申弔鐃緒申鐃緒申鐃緒申鐃緒申鐃宿�鐃緒申鐃緒申鐃緒申鬚△鐃緒し鐃盾う鐃緒申鐃緒申鐃殉わ申鐃緒申鐃緒申鐃緒ー鐃宿は常申鐃緒申砲鐃獣てわ申鐃緒申箸鐃緒申鐃緒申鐃緒申鐃緒申如鐃緒申鐃緒申佞鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃塾とわ申鐃緒申鐃緒申鐃緒申鐃祝随申友鐃獣計でわ申鐃粛￥申鐃緒申鐃竣なのは￥申鐃縦駈申鐃塾件申的鐃淑進駕申鐃叔わ申鐃緒申
  1. 鐃竣誌申鐃緒申蠅�鐃緒申鐃緒申鐃緒申鐃緒申CSV鐃緒申DB鐃緒申DWH鐃緒申鐃緒申鐃初ウ鐃緒申DB鐃緒申鐃術わ申辰董鐃緒申鐃重�鐃緒申鐃潤い鐃緒申鐃渋わ申鐃緒申鐃楯わ申鐃緒申鐃緒申鐃緒申鐃緒申鐃祝￥申
  2. 鐃緒申鐃殉わ申鐃殉醐申鐃縮に駈申鐃淑緒申鐃緒申匹泙鐃緒申董鐃緒申鐃緒申鬚気鐃緒申董乏惱鐃緒申鐃緒申鐃緒申鐃緒申鐃遵か鐃初、鐃叔ワ申鐃緒申鐃竣ラー鐃祝ングわ申鐃緒申表鐃緒申鐃緒申鐃処う鐃淑￥申鐃緒申鐃所集鐃夙駕申鐃緒申鐃緒申鐃緒申鐃緒申鐃薯ぜわ申鐃緒申匹泙鐃緒申導惱鐃緒申鐃緒申鐃緒申鐃緒申法鐃緒申鐃緒申鐃緒申鐃緒申的鐃緒申動鐃緒申鐃緒申鐃緒申茲�鐃祝なってわ申鐃緒申鐃緒申鐃夙￥申
  3. 鐃緒申鐃緒申鐃緒申淵如鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申譟�鐃緒申鐃初ウ鐃宿常申離鐃緒申肇譟種申鐃緒申忙鐃緒申他鐃縮居申造鐃緒申鐃緒申僂任鐃緒申鐃処う鐃祝なってわ申鐃緒申鐃緒申鐃夙￥申鐃緒申1.鐃夙わ申鐃瞬わ申鐃�
  4. ...鐃盾う鐃緒申鐃銃わ申鐃緒申鐃緒申
鐃緒申鐃緒申鐃緒申罅�鐃緒申味鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃遵が鐃緒申泙鐃緒申鐃緒申鐃緒申泙鐃緒申鐃緒申鐃緒申匹鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申朕鐃重�鐃祝わ申分鐃熟をすわ申屬鐃緒申鐃緒申鐃竣わ申鐃叔わ申鐃緒申廚鐃緒申隼廚辰討泙鐃緒申董鐃緒申鐃緒申鐃緒申鐃緒申鐃叔�鐃祝駕申鐃盾さ鐃緒申討鐃緒申泙鐃緒申鐃緒申鐃緒申鐃緒申錙種申匹鐃緒申鐃淑わ申鐃銃￥申
R, Python, SAS, SPSS鐃緒申茵種申鐃緒申奪僂離如鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃銃ワ申鐃緒申鐃夙の誌申鐃緒申鐃緒申鐃緒申戮討澆鐃�
http://qiita.com/KanNishida/items/3308de6cdea98d89edc7
鐃緒申郎廼鐃緒申Python鐃薯触ってわ申鐃緒申屬鐃緒申鐃緒申屬鐃緒申鐃緒申長鐃緒申鐃緒申任鐃緒申鐃緒申鐃緒申造魯如鐃緒申鐃淑�鐃熟はほとわ申鐃�SPSS Modeler鐃叔わ申辰討泙鐃緒申鐃緒申鐃緒申佞鐃緒申鐃緒申鐃緒申里蓮鐃緒申鐃緒申竜鐃緒申鐃緒申埜鐃緒申鐃緒申鐃�SPSS鐃竣とは￥申SPSS Statistics鐃竣（以後、Stats鐃祝のわ申鐃夙でわ申鐃獣て￥申鐃巡が鐃夙ってわ申鐃緒申里蓮鐃�SPSS Modeler鐃竣（以後、Modeler鐃祝￥申Stats鐃緒申鐃緒申鐃緒申分鐃熟始めた鐃緒申鐃夙ってわ申鐃緒申鐃緒申鐃緒申鐃�Excel鐃塾ワ申鐃出ワ申鐃塾よう鐃淑わ申里如鐃�Modeler鐃熟デ￥申鐃緒申分鐃熟のワ申鐃緒申鐃出ワ申鐃塾よう鐃淑わ申里覆里如鐃緒申造呂鐃緒申鵑爾鐃純う鐃緒申
鐃緒申鐃緒申鐃緒申辰縫廛鐃緒申鐃緒申鐃淳ング醐申鐃緒申縫侫鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃俊でわ申鐃塾で￥申SAS Enterprise Miner 鐃殉わ申鐃緒申 SPSS Modeler鐃塾よう鐃緒申UI鐃熟削申鐃緒申鐃緒申鐃俊リス鐃夙わ申鐃緒申漏鐃緒申鐃緒申討泙鐃緒申鐃�
鐃緒申鐃緒申鐃瞬わ申鐃緒申鐃緒申鐃緒申里鐃緒申鐃緒申鐃宿￥申分鐃熟ツ￥申鐃緒申砲箸辰鐃�UI鐃夙わ申鐃緒申鐃緒申里鐃緒申鐃緒申暴鐃緒申廚箸鐃緒申鐃緒申里鐃緒申里鐃緒申鐃塾誌申鐃緒申鐃緒申鐃淑ので￥申鐃緒申鐃塾居申鐃緒申鐃叔はまわ申辰鐃夙器申鐃緒申討鐃緒申鐃�User Interface鐃夙わ申鐃銃どわ申分鐃熟環駈申鐃緒申鐃循わ申鐃緒申里鐃緒申匹鐃緒申鐃緒申箸鐃緒申鐃緒申里鐃緒申鐃緒申鐃塾ワ申鐃緒申肇蝓種申鐃緒申鐃緒申鐃淑とわ申鐃緒申鐃緒申鐃夙にわ申鐃緒申鐃祝￥申鐃緒申年鐃緒申Modeler (+Modeler Server)鐃熟わ申呂鐃�UI鐃緒申鐃緒申鐃叔わ申鐃獣て￥申鐃緒申鐃暑ゴ鐃所ズ鐃緒申鐃竣誌申鐃熟ほとわ申鐃�DB側鐃叔行わ申鐃緒申鐃夙わ申鐃緒申鐃所さ鐃緒申討襦�鐃夙思わ申鐃緒申鐃緒申鐃緒申弌鐃緒申鐃緒申錙�

鐃緒申鐃緒申鐃緒申鐃緒申鐃塾駕申劼鐃緒申鐃緒申鐃遵い鐃銃わ申鐃緒申鐃緒申鐃緒申呂鐃緒申鐃淑器申鐃緒申鐃緒申
  1. Python鐃叔デ￥申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申擇鐃緒申鐃緒申鐃�
  2. 鐃緒申鐃夙レー鐃緒申(Amazon S3)鐃祝鰹申納
  3. DWH(Amazon Redshift)鐃緒申転鐃緒申
  4. SPSS Modeler鐃緒申UI鐃緒申分鐃熟わ申流鐃緒申鐃緒申鐃�
  5. SPSS Modeler鐃緒申孫圓鐃緒申鐃夙￥申鐃緒申動鐃緒申鐃緒申鐃緒申鐃曙たSQL鐃緒申Redshift鐃緒申鐃所げ鐃緒申譟�鐃叔常申鐃渋のデ￥申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃重常申鐃緒申鐃緒申鐃緒申
  6. 鐃緒申妊鐃緒申 or 鐃緒申鐃緒申鐃緒申鐃緒申鐃�
  7. 鐃緒申鐃熟わ申鐃曙た鐃粛わ申鐃緒申鐃瞬ワ申鐃緒申鐃銃ワ申鐃緒申呂鐃�
鐃緒申鐃殉ドワ申鐃淑のわ申6, 7鐃緒申鐃緒申分鐃熟ワ申鐃初ウ鐃緒申側鐃叔わ申鐃夙思わ申鐃緒申鐃宿￥申Modeler鐃緒申鐃緒申鐃�Python鐃巡コ鐃殉ワ申匹鐃獣￥申鐃緒申鐃塾で￥申鐃叔わ申鐃緒申箸鐃緒申鐃緒申个任鐃緒申襦ｏ申鐃緒申函鐃緒申廼鐃緒申Amazon Kinesis, Lambda鐃夙わ申鐃夙っわ申1-3鐃薯ストリー鐃淳ングへ移刻申鐃醇。鐃緒申鐃緒申箸鐃緒申鐃銃わ申鐃緒申鐃塾で簡件申妨鐃緒申鐃緒申弌鐃淑�鐃熟わ申R, Python, SAS, SPSS (Stats)鐃夙わ申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申覆鐃緒申鐃�SPSS Modeler + Python鐃緒申鐃緒申鐃緒申鐃緒申鐃処！鐃夙わ申鐃緒申鐃緒申鐃夙でわ申鐃緒申鐃緒申

鐃緒申鐃銃￥申鐃叔ワ申鐃緒申鐃竣ラー鐃祝ワ申的鐃緒申鐃緒申鐃緒申鐃祝なっても、鐃緒申呂鐃緒申僂鐃緒申未里鐃緒申竸鐃緒申鐃緒申佑鐃緒申隼廚鐃緒申里任鐃緒申鐃熟件申鐃緒申噺討戮个鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃淑ニュー鐃緒申鐃盾あ鐃緒申泙鐃緒申鐃緒申鐃�
鐃緒申鐃春トバンク￥申鐃緒申卒鐃緒申鐃術にｏ申鐃宿わ申鐃緒申僉鐃緒申鐃緒申鐃夙リー鐃緒申鐃緒申鐃夙わ申評鐃緒申鐃緒申鐃緒申鐃�

鐃緒申鐃塾テ￥申鐃殉わ申有鐃緒申鐃夙わ申鐃緒申鐃竣わ申鐃淑わ申鐃叔わ申鐃粛￥申鐃緒申鐃緒申平鐃緒申鐃緒申鐃塾醐申鐃巡か鐃初、鐃緒申鐃緒申鐃緒申鐃駿の醐申鐃緒申帽覆鐃緒申鐃準、鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申竸鐃緒申鐃緒申鐃緒申痢鐃緒申鐃緒申鐃緒申鐃緒申任麓鐃粛鰹申鐃緒申鐃緒申鐃緒申評鐃緒申鐃緒申鐃緒申鐃淳わ申鐃緒申鐃叔わ申鐃緒申鐃緒申

鐃緒申鐃駿わ申紊駕申襪随申鐃祝は￥申鐃緒申鐃緒申鐃旬わ申鐃粛っ刻申鐃緒申里鐃宿�鐃旬￥申鐃緒申鐃緒申鐃緒申鐃緒申鐃夙わ申鐃出種申鐃述の種申鐃緒申鐃緒申膺�鐃緒申鐃夙逸申鐃緒申鐃緒申佑鐃宿常申鐃緒申佞鐃緒申如鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申>鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申AI鐃夙呼ぶわ申里鐃緒申佑湛鐃緒申鐃叔も、鐃緒申鐃獣ワ申鐃緒申鐃緒申鐃叔醐申鐃緒申鐃淑わ申鐃熟わ申鐃淑ので￥申鐃緒申鐃塾鰹申鐃緒申鐃緒申鐃出削申鐃粛デ￥申鐃緒申鐃緒申鐃粛わ申鐃緒申錣誌申鐃夙醐申鐃緒申鐃処う鐃祝なわ申呂鐃緒申任鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申>鐃緒申鐃緒申名鐃塾種申由鐃緒申鐃述わ申予鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申譴随申从鐃緒申優如鐃緒申鐃緒申鐃緒申鐃緒申>鐃緒申鐃緒申名鐃塾マワ申鐃緒申鐃熟器申鐃緒申鐃緒申鐃竣わ申鐃淑わ申鐃塾で￥申表鐃緒申鐃緒申鐃緒申鐃獣わ申鐃緒申鐃所、鐃緒申損鐃緒申鐃渋�鐃緒申鐃緒申鐃所す鐃緒申必鐃竣わ申鐃叔てわ申鐃暑。鐃縦随申的鐃祝は￥申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申屬鮠ー鐃祝わ申辰討鐃緒申鐃緒申鐃�AI鐃竣わ申鐃緒申鐃緒申鐃緒申鐃所が鐃緒申鐃緒申鐃緒申鐃叔￥申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申謄鐃緒申鐃緒申箸離鐃緒申鐃緒申鐃緒申鐃緒申鐃夙とでわ申鐃緒申鐃緒申戮鐃緒申鐃緒申鐃緒申屬鐃緒申鐃緒申鐃緒申鐃�>鐃緒申鐃緒申鐃叔￥申鐃緒申鐃緒申鐃緒申鐃初、鐃緒申鐃緒申鐃出削申鐃粛デ￥申鐃緒申鐃夙件申腓件申討鐃緒申鐃竣と醐申鐃緒申覆鐃緒申討眈￥申鐃祝わ申辰討鐃緒申鐃緒申討鐃緒申鐃暑、優鐃緒申鐃淑ワ申鐃緒申鐃緒申鐃緒申鐃緒申函鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鐃緒申鷙�学科」と「刻申鐃緒申鐃緒申鐃緒申鐃緒申慍福廚鐃銃縁申鐃緒申箸澆覆鐃緒申討鐃緒申鐃暑ア鐃緒申鐃緒申鐃緒申鐃緒申函鐃緒申丱鐃出ワ申淵侫鐃緒申鐃緒申泪奪箸鐃緒申鐃緒申鐃緒申鬟好鐃緒申鐃藷しわ申鐃初、
{
  "univercity": {
    "name": "鐃緒申谷鐃緒申鐃�",
    "id": "123",
    "department": {
      "name": "鐃緒申鐃緒申鐃緒申鐃�",
      "dept_id": 3
    }
  }
}
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鐃粛刻申鐃緒申能鐃緒申AI鐃祝バブルが鐃緒申鐃緒申鐃緒申鐃緒申鐃順き鐃緒申鐃淑ってわ申鐃緒申里鐃緒申鐃緒申鐃宿￥申SF鐃緒申鐃緒申覆鐃緒申里如鐃緒申鐃緒申鐃緒申悗龍鐃緒申鐃緒申鐃緒申鐃緒申僂鐃獣わ申鐃緒申鐃初い鐃緒申認鐃緒申鐃緒申留鐃緒申討鐃緒申鐃緒申曚鐃緒申鐃緒申匹鐃緒申里任呂覆鐃緒申鐃緒申隼廚鐃緒申鐃緒申鐃緒申鐃緒申里鐃緒申鐃緒申鐃�

鐃緒申鐃緒申鐃熟もう鐃緒申鐃緒申文鐃熟まとわ申暴颪韻鐃緒申鐃緒申鐃緒申鐃緒申鐃塾わ申鐃緒申鐃緒申鼻鐃緒申鐃緒申鐃緒申離鐃熟ビワ申呂鐃緒申鐃殉で￥申
鐃緒申鐃銃￥申AWS Summit鐃舜でわ申鐃緒申鐃処う鐃緒申