ããžã¿ã«æä»£ã®åã¯ããŒã¿ïŒ ããŒã¿ã«ããæææ±ºå®ããã»ã¹æŠç¥ãåŠã³ãŸãããã
ããžã¿ã«æä»£ã®åãããŒã¿ð ããžã¿ã«ãã©ã³ã¹ãã©ãŒã¡ãŒã·ã§ã³ã4æ¬¡ç£æ¥é©åœã人工ç¥èœ ãªã©èŠå¡ããèŠãããåèªããããŸãã
ããããã¹ãŠãå¯èœã«ããã®ã¯ããžã¿ã«æè¡ã§ãããã¹ãŠãèšèãšãžã§ã¹ãã£ãŒã§äŒããææãçŽãšæç« ã䜿ã£ãææãé»è©±é話ãšé»å ±ã䜿ã£ãŠããææãããããèããŠã¿ããšãåæä»£ã®ã³ãã¥ãã±ãŒã·ã§ã³é床ãç¯å²ãšææçºå±ã¯ããããæ¯èŒäžå¯èœãªã¬ãã«ã§å·®ããããŸããã
ãããŠä»ã¯ã€ã³ã¿ãŒããããšç¡ç·éä¿¡æè¡ãæ ªã«ãªã£ãããžã¿ã«æä»£ãå°æ¥ããŸããããŸã ã¢ããã°æ¹åŒãæ¥œãªæ¹ãããŸãããŸã ä¿¡ããŠããçŽæãä¿¡ãç¶ãããæ¹ãããã£ããããŸããããããå€ãã£ãæä»£ã«é©å¿ããªããã°ããããŸã§ããç©ã¿éããŠãããã®ã厩ããç¬éã§ãã
éã«ãããŸã§ç¹å¥ã§ãªãã£ã人ã§ãã誰ãããç¹å¥ã«ãªãããšãã§ããææã§ããæ
å ±ã®ã£ããã¯ãŸããŸãæ¿ãããªã£ãŠããŸããããŒã¿ãããŸã掻çšããããšãç¥ã£ãŠããã°ããéããããããã人ããã倧ããªåãæã€ããšãã§ããŸãããã¡ãããéãã€ããŠããŸããã
DTæä»£ãçãæ®ãããã®æŠç¥ð ããžã¿ã«æè¡ã¯ã転æããšããæåéããäžçãå€ããŠå€ããŠããŸãã
以åãŸã§äœ¿çšããŠããæ¥åæè¡ã¯ãããžã¿ã«æè¡ãçµã¿èŸŒãŸããŠçºå±ãããããã¯æ·æ±°ãããŠããŸãããããŠãã®å Žã¯æ°ããæè¡ãåãæ¿ããŠããŸãã以åã¯ãæ°å€ãã®äººã
ãæã§ããããã¯é ã§ãã£ãããšãä»ã¯ã³ã³ãã¥ãŒã¿ã掻çšããRPA ãšæ©æ¢°åŠç¿ ã«çœ®ãæããŠããŸãããããã®æè¡ãäžå®å®ã§é
ãå Žåãæãšé ã¯ãŸã æå¹ãªããŒã«ã§ããããæ®å¿µãªãããããã®æè¡ã¯éåžžã«é«éã§ä¿¡é Œæ§ãé«ãŸããŸãããã ãããšãã£ãŠäººã¯çéã°ãªããã°ãªããªãããã§ã¯ãããŸããã
ãã§ã«å€ãåºãŠããããžã¿ã«å€æã®é©å¿äºäŸãšæ·æ±°äºäŸãèŠãŠãããžã¿ã«æè¡ã掻çšã§ããæŠç¥ãããã°ãã³ã³ãã¥ãŒã¿ãšå
±åããŠå¯èŠçãªææãçã¿åºãããšãã§ããŸããäžçã¯ã転æããããŠããŸããæŠç¥ãã転æãããªããã°çãæ®ãããšãã§ããŸãã
ããžã¿ã«ãšããŒã¿ã¯ããããŸãããã³ãŒãã£ã³ã°ã¯ãšãŠãã§ããŸãããïŒ ð€· å€§äžå€«ã§ããããžã¿ã«æè¡ã®çºå±ã¯ãã³ãŒãã£ã³ã°ãªãã§é«åºŠãªåææè¡ã掻çšã§ããç°å¢ãäœæããŸããã
Excel ã®åºæ¬çãªæ©èœã ãã§ãã»ãšãã©ã®çµ±èšåæææ³ã掻çšã§ããExcelã®è¿œå æ©èœã§ããPowerQuery ã¯ããŒã¿åæã®ããã®ååŠçéçšãç»æçã«ç°¡çŽ åããŠãããŸãããšã¯ã»ã«ã®è¿œå æ©èœãšããŠåºçºããŠãä»ã¯ç¬ç«ããŠé²åããŠãããã¯ãŒBI ã¯ãåæããããŒã¿ãèŠèŠåããã®ã«éåžžã«æçšã§åŒ·åãªæ©èœãæã£ãŠãããMicrosoftã®Azure ML ã¯èª°ã§ãç°¡åã«æ©æ¢°åŠç¿ã䜿çšããã®ã«åœ¹ç«ã¡ãŸãã
ã³ãŒãã£ã³ã°ãã§ããã®ã¯æãããªå©ç¹ã§ãããã³ãŒãã£ã³ã°ãã§ããªãããšã¯ä»ãæ·±å»ãªæ¬ ç¹ã§ã¯ãããŸããããããä»ãçŸæ¥ã«é©çšããããã«ã¯ãã³ãŒãã£ã³ã°åŠç¿ã«æéãè²»ããã®ã§ã¯ãªããåæææ³ãšããŒã¿ã®æŽ»ç𿹿³ãç¿åŸããæ¹ã倧ããªå¹æããããŸãã
è¬çŸ©ã®ã³ã¢ãã€ã³ãð æ¬è¬çŸ©ã§ã¯ãããŒã¿ã«åºã¥ãæææ±ºå®èœåãçã蟌ãã§ãããžã¿ã«è»¢ææä»£ãšããå·šå€§ãªæ°Žæ®ºã«ãããããããšãªãæé·ã®æ©äŒãšããŠæŽ»çšããŠã¿ãããšãã§ããŸãã
STEP 1.ããŒã¿é§ååæææ±ºå®ã®äžå¿ç ãªã¢ãã«ã®åãæ±ã ããŒã¿é§ååã®æææ±ºå®ã¯ãåŸæ¥ã®æ¹æ³ãããã¯ããã«å®å®ããææéžæãå¯èœã«ããŸãããããããŒãªã¹ã¯ ããŒãªã¿ãŒã³ã§ã¯ãªãããããã§ããã€ãªã¿ãŒã³ãåµåºã§ããŸãã
STEP 2.èªååããã»ã¹ã® ç·Žç¿ æ¥åèªååã®ããã®æºåããå®è¡ãŸã§ïŒãã§ã«å¹ççãªèªååã®å¹çãããã«äžããæ¹æ³ãŸã§ãç¥ããããŸãã
STEP 3. ããžã¿ã«äžçã§çºèŠããã€ã³ãµã€ã ãçŸå®äžçãž ããŒã¿ã«åºã¥ããŠåçš®ææ³ã®æ©æ¢°åŠç¿ãè¡ã£ãåŸã«åŸãããã€ã³ãµã€ããå®éã®æ¥åçŸå Žã«é©çšããã°ãå¶æ¥ãéçºã人äºãŸã§èšå€§ãªéšåã®æææ±ºå®ã«é©åœçãªçºå±ãããããããšãã§ããŸãã
è¬çŸ©ãèãããïŒ ð è¬çŸ©ãåããããããªãã¯æ¬¡ã®ãããªèœåã確ä¿ããããšãã§ããŸãã
âïžããžã¿ã«ç°å¢ã®æææ±ºå®ã®çè§£ïŒ ããŒã¿åæã掻çšããæææ±ºå®ã§å€§ããªäŸ¡å€ãçã¿åºãèœå âïžçµ±èšæè¡ã®æŽ»çšèœåïŒ ããŒã¿ã®åéãååŠçãå
·äœçãªã¢ããªã³ã°ãŸã§è¡ãèœåâïžDTã«ããç»å Žããææ³ã®æŽ»çšïŒ RPAãæ©æ¢°åŠç¿ãªã©ãçè§£ããå®éã«æ¥åã«é©çšããèœåâïžåæçµæã«åºã¥ããŠæŠç¥ãçå®ããå®è¡ããèœåïŒ ããŒã±ãã£ã³ã°ãHRãªã©å€æ¹é¢ã§ããŒã¿åæãè¡ããã€ã³ãµã€ããæŽ»çšããŠDTæä»£ã®å®åè
ãšããŠåé²ã§ããããã«ããèœåãé€ãããšãã§ããŸãã誰ãããéãããã£ãããšããžã¿ã«åãæ¿ãæä»£ãå®å
šåŸæããŠã¿ãŠãã ããïŒ
åŠç¿å
容ð ã¹ãã«1 - Microsoft Azure MLã䜿çšããŠèª°ã§ãç°¡åã«æ©æ¢°åŠç¿ã䜿çšãã
æ©æ¢°åŠç¿ã䜿çšããŠåæãè¡ãããšãã§ããŸãã
ã¹ãã«2 - æ¯èŒåæã¢ãã«ã§ææ¡ïŒ
ãã£ãŒããšã°ã©ãã䜿ã£ãŠæ¯èŒãåæã§ããŸãã
ã¹ãã«3 - K-Meansã¯ã©ã¹ã¿ã¢ãã«ã§æŠç¥ãç«ãŠããïŒ
ã¯ã©ã¹ã¿ã¢ãã«ãå©çšã§ããããã«ãªããŸãã
ã¹ãã«4 - æè¡çµ±èšã«åºã¥ããŠå¯ºé¢ã®å¹çãé«ããïŒ
ã¹ãã«5 - ãã¹å°çæéã§çµ±èšéãåŠã¶ïŒ
ãã®è¬çŸ©ç¥è å
±æè
ã¯âïž
Q&Aããã§ãã¯ããŠã¿ãŠãã ããïŒ ð¬ Q. ããŒã¿ãµã€ãšã³ã¹ã«é¢ããéžæã®ç¥èãå¿
èŠã§ããïŒ
æ¬è¬çŸ©ã§ã¯ãé«åºŠãªExcelåæå®ç¿ãšAzure MLãæŽ»çšããå®ç¿ãè¡ãããŸãã®ã§ãåºæ¬çãªExcel掻çšèœåãšããŒã¿ãµã€ãšã³ã¹ã«é¢ããåºç€ç¥èãçã蟌ããããœãã£ã³ãã¹ã®ãããŒã¿ãµã€ãšã³ã¹å
¥éããŒããã£ã³ãããå
ã«åè¬ããŠããåè¬ããå§ãããŸãã
Q. è¬çŸ©ãåè¬ããããã®èŠä»¶ãå¿
èŠæ¡ä»¶ã¯ãããŸããïŒ
å®ç¿äžå¿ã®è¬çŸ©ã§ãã®ã§ãè¬çŸ©ç»é¢ãšå®ç¿ç»é¢ãåé¢ã§ãããã¥ã¢ã«ã¢ãã¿ãŒãäœåãªæ©åšãäžç·ã«çšæããŠããã ããã°ãšæããŸãã
Q. ããã°ã©ãã³ã°ãããŠã¿ãããšã®ãªãããŒã¿åæ ã¡ãã£ãšåæ©ãªã®ã§ãããå¯èœã§ããããïŒ
ã¯ãïŒãã®ã¬ãã¹ã³ã§ã¯ãExcelã§ç°¡åã«èŠèŠååæãè¡ãããšãã§ããPower BIãšãç°¡åã«æ©æ¢°åŠç¿ãè¡ãããšãã§ããããŒã«ã§ããAzure MLãæŽ»çšããŠå®ç¿ãé²ãããããããã°ã©ãã³ã°ç¥èã¯å¿
èŠãããŸããã
â
åè¬åã«ç¢ºèªããŠãã ããïŒ
å®ç¿äžå¿ã®è¬çŸ©ã§ãã®ã§ãè¬çŸ©ç»é¢ãšå®ç¿ç»é¢ãåé¢ã§ãããã¥ã¢ã«ã¢ãã¿ãŒãäœåãªæ©åšãäžç·ã«çšæããŠããã ããã°ãšæããŸãã