ã©ãŒã¡ã³äºébotãäœã£ãåäºãçµå©ãæ©ã«è»¢è·ã決ããæ²³åââã€ããŒã«å ¥ç€ŸããŠã¶ã£ã¡ããã©ãã ã£ãïŒ
ã€ããŒã«ã¯æ©æ¢°åŠç¿ããã£ãŒãã©ãŒãã³ã°ãªã©äººå·¥ç¥èœïŒAIïŒãã¯ãããžãŒãé§äœ¿ããããŒã¿è§£æã匷åããŠããã€ããŒã«ã¯ãããŒã¿ãµã€ãšã³ã¹åéã®ãšãŠãåªç§ãªç ç©¶è ã»ãšã³ãžãã¢ãã¡ãç¶ã ãšå ¥ç€ŸããŠããŸãã
ä»åã¯ãã®äžãã2åã®æ©æ¢°åŠç¿ãšã³ãžãã¢ãæ²³åä¿å žïŒ2017幎10æå ¥ç€ŸïŒãããšåäºè³¢æ²»ïŒ2018幎4æå ¥ç€ŸïŒããã«ããã€ããŒã«è»¢è·ããŠã©ãã ã£ãïŒããšãããšãããããããèªãåã£ãŠããããŸããã

2018幎4æã«ã€ããŒã«äžéå ¥ç€ŸãããŒã¿ãµã€ãšã³ã¹ãçšããŠã€ããªã¯!ãæ¹åããæ¥åã«æºãã£ãŠããã倩ç¥ãªãã£ã¹å€åã

2017幎10æã«ã€ããŒã«äžéå ¥ç€Ÿãå€§èŠæš¡ããŒã¿ãåŠçãã忣åŠçæè¡ãå¿çšããã€ããªã¯!ãµãŒãã¹ã®æ¹åãè¡ã£ãŠããã
çµå©ãæ©ã«ãåãæ¹ãå€ããŠã¿ãããšæã£ã

ç§ãšæ²³åããã¯åãéšéã«æå±ããŠããŠãçŸåšã¯ã€ããªã¯!ã®ãµãŒãã¹æ¹åã®ããã«ãæ©æ¢°åŠç¿ã掻çšããæè¡éçºãããŠãŸããã€ããªã¯!ã®æ€çŽ¢ã§ã¯ãªã¹ã¹ã¡é ã§åå衚瀺ãããã®ã§ãããç§ã¯ãã®ç²ŸåºŠãããã«äžããããšãåœé¢ã®ããã·ã§ã³ã§ãã


ç§ã¯åé¡ã®ããåºåè
ã®åŸåããæ©æ¢°åŠç¿ã§å€æããã¢ã«ãŽãªãºã ãæžããŠããŸãããããŸã§ã¯äžã®ãããé 匵ã£ãŠäººåã§å€æããŠããæ¥åããæ©æ¢°åŠç¿ãçšããŠãµããŒãããããšã§ããå¹çåãããããšãã§ãããšããããã§ããããã€ãã®ã¢ãã«ãéçºããå°ããã€ç²ŸåºŠã¯åäžããŠããŸãã


ãšããã§ã€ããŒå
¥ç€Ÿã®åæ©ãªã©ãèªãã®ãã仿¥ã®ããŒãã§ãããã

ç§ã®å Žåã¯ãåŠçæä»£ããããŒã¿ãµã€ãšã³ã¹é¢ä¿ã®ã¢ã«ãã€ããããŠããŠãå°±è·åŸãåæ§ã®æ¥åã«åŸäºããŠããŸããã
äŒç€Ÿã®èŠæš¡ãããã£ãŠããèšèšããå®è£ åŸã®ç®¡çãŸã§å°äººæ°ã§åãããšãå€ããŠãæ¬åœã«æ¥ã å匷ãšããæãã§ãããåªç§ãªãšã³ãžãã¢ãå€ããåçºããããã®ãå€ãã£ãã®ã§ãšãŠã楜ããã£ãã§ãã
転è·ã¯ãæšå¹Žçµå©ããäºããããåãæ¹ãå°ãå€ããŠã¿ããããšæã£ãã®ããã£ããã§ãã
ã€ããŒã®å æ ã«ã€ããŠã¯ç¥äººãéããŠç§ãªãã«ç¥ã£ãŠããŠãããªãŒã¢ãã¬ã¹ããªã¢ãŒãæ¥åå¶åºŠãå å®ããŠããã奜ããªæéã«å¥œããªå Žæã§ä»äºã«éäžãã¿ã¹ã¯ãçµäºããããã£ããšåž°ããããããªãããšããããªã€ã¡ãŒãžããããŸããã

å®éãæ²³åããã¯çµæ§æ©ãåž°ã£ãŠãŸãããïŒç¬ïŒã

ã¯ãïŒç§ãæ°åŠ»ã®ããã«æ¯æ¥æ©åŸ¡é£¯ã®æºåãããŠããã®ã§ïŒç¬ïŒã

ç§ã¯åè·ãããããSIerã§ãåèšéçºãå€§èŠæš¡ãªã·ã¹ãã æŽæ¹ãããžã§ã¯ãçã®æ¥åãçµãŠãç ç©¶éçºéšéã«é
å±ãæ°ãµãŒãã¹ã®ãããã¿ã€ãéçºãªã©ãæãããŠããŸããã
çŽè¿ã§æºãã£ãŠããã®ã¯ãè·¯é¢æ®åœ±åç»ããã£ãŒãã©ãŒãã³ã°ã§åæã»èšºæããŠè·¯é¢ã®äžå ·åãææ¡ãããšãããã®ãæ©æ¢°åŠç¿ããã£ãŒãã©ãŒãã³ã°ã¯ããããŸã§ã¯ç¬ãšç«ã®èå¥ã¿ãããªè¶£å³ã¬ãã«ã§ãã£ãŠãããã§ãããä»äºãšããŠé¢ããã®ã¯ãããåããŠã§ããã

ãã®ãã©ãŒã¡ã³äºéå šåºåé¡åšãã®äººãã€ããŒã«

åäºãããšããã°ãã©ãŒã¡ã³ã®ç»åãæ©æ¢°åŠç¿ããŠèŠåãããµãŒãã¹ãéçºããããšã§ããã®æ¥çã§ã¯æåã§ãããã

ãã©ãŒã¡ã³äºéå
šåºåé¡åšãã§ãããããã¯åè·æä»£ã®æ¥åæéå€ã«å人ã§éçºãããã®ã§ãã
ã€ã³ã¿ãŒãããããåéãã倧éã®ã©ãŒã¡ã³ç»åã§ãã£ãŒãã©ãŒãã³ã°ãè¡ãããã©ãŒã¡ã³äºéãã®ã©ãŒã¡ã³ã®åçããããããã©ã®åºèã®ãã®ãªã®ããèå¥ã§ããbotãéçºããŸãããTwitterã®botã«ç»åãæ·»ããŠãªãã©ã€ãããšãäºæž¬ããåºèåãæããŠãããŸãã

ããããŸãçµæ§ç²ŸåºŠãé«ããã§ãããïœã

çŽ4äž8000æã®ã©ãŒã¡ã³åçã§åŠç¿ããŠã¿ããæ£ççã95ïŒ
ååŸã«ããªã£ãŠèªåã§ãã³ã£ããããŸãããæ©æ¢°åŠç¿ã®åšåãææãäžè¬ã®äººã«ãããããããäŒããããšãã§ãããµãŒãã¹ãããªãããšèªè² ããŠããŸãïŒâ»æ®åœ±ãçŠæ¢ããŠããåºèã§ã®æ®åœ±ãæšå¥šãããã®ã§ã¯ãããŸããïŒã


ã§ãåäºããã®ã€ããŒè»¢è·ã®ãã£ããã¯ïŒ

ç§ã®å Žåãã€ããŒã¯çŠå²¡æ ç¹ã®æ¡çšãªãã§ããç§èªèº«ã¯åºå³¶åºèº«ãªãã§ããã劻ãé·åŽã®äœäžä¿åºèº«ãé·ãéæ±äº¬ã§ä»äºãããŠãããã®ã®ãå®å®¶ãé ãããšãåž°çã®å€§å€ããããããããã¯ç§ãšåŠ»ã®å®å®¶ã®äžéå°ç¹ã§ããçŠå²¡ãããã§ä»äºãã§ããããããªãšèããŠããŸããã
ãããªãšããã€ããŒãçŠå²¡ã§æ©æ¢°åŠç¿ã®ãšã³ãžãã¢ãæ±ããŠãããšãã話ãTwitterã§èŠãããåšãã¡ããã©å°åŠæ ¡ã«äžããã¿ã€ãã³ã°ãšããã®ããã£ãŠã転è·ãšåŒã£è¶ããæ±ºããŸããã
ç§ã®å Žåã¯ãå€åå°ãšçµŠäžããšããã®ã転è·ã®éèŠãªæ¡ä»¶ã§ãããã幎åãåè·ããå¢ããŠããŸããã転è·ã«ããã£ãŠæ€èšããä»ç€Ÿãããé«ãã£ãããããæ±ºãæã®äžã€ã§ããã
å€ããŠå€§ããªäŒç€Ÿã®ã€ã¡ãŒãžã厩ããã»ã©ã®ã¹ããŒãæ

転è·ã®ãã£ããããäžè¬çãªæ±äººåºåãžã®å¿åã§ã¯ãªããTwitterããã£ãããšããŠãããšããã®ããç§ãšåäºããã§ã¯å
±éããŠããŸããã
ç§ãTwitterã§ãã©ããŒããŠããããå匷äŒã§ç¥ãåã£ããããåªç§ãªãšã³ãžãã¢ãããäŒç€Ÿããšããã®ã転è·ã®éèŠãªæ¡ä»¶ã«ãªã£ãŠããŸãããçŸåšã®äžåžããã€ãã«ãããããšãããã§ããã圌ã®ããšã¯å匷äŒã§ããäŒãããŠç¥ã£ãŠããã圌ãšäžç·ã«åãã®ãªãããããªãšâŠâŠã


äžçš®ã®ãªãã¡ã©ã«ïŒç¥äººç޹ä»ïŒæ¡çšã§ãããäŒç€Ÿã®å®æ
ãäºåã«ããã£ãŠããããã転è·åŸã®ã®ã£ããã¯å°ãªããšæããŸãã

ããã§ãç§ã¯è»¢è·åã«ã¯ãã€ããŒã¯å€ããŠå€§ããªäŒç€Ÿãšããã€ã¡ãŒãžããããŸãããããã ãæææ±ºå®ã®ã¹ããŒããé
ãããããªããããšããã ããã転è·ããŠã¿ãããå®éã¯ãããžã§ã¯ãã®ææå€æãéããŠãã©ãã©ãæ°ããããšã«ææŠããŠããã
ã€ããŒã¯èªåã§åæç°å¢ãã¹ãã³ã³ãéçºããŠããã®ã§ããã¡ããå©çšããŠé«éã«PDCAãåãäºãå¯èœã§ããèªç€Ÿã®å€§èŠæš¡ãªããŒã¿ã«å¯ŸããŠäœãã¿ãŒã³ãã®æ©æ¢°åŠç¿ææ³ã詊ããŠåããŠäœãææãããã£ããå³å®è·µãžããã¡ã ã£ããæ¬¡ã«ç§»ããšãããããªå€æãããã§ããã®ã¯ã€ããŒãªãã§ã¯ã ãªãšæããŸãã
æ®éã¯ä»®èª¬æ€èšŒã®ãããŒã§æéãããã£ãŠããŸããã®ã§ãããæŽã£ãç°å¢ãããããã«ããŒããŠãããŠããŸãããã¡ãªä»®èª¬ããã¡ãªããŒã¿ã«åºå·ããŠããããã¯ãããã«ããŒã¿ãæ€èšŒããŠææãèŠãäºã§ãµãŒãã¹å šäœã®ã¹ããŒãã®åäžã«ã€ãªãããŸãã

ãããããã«ãããã°ããŒã¿ã瀟å
ã«ãããšããã®ã匷ã¿ã§ãããèšå€§ãªããŒã¿ãé§äœ¿ããŠãèªç€ŸãµãŒãã¹ãéçºããŠããããšããç§ã«ãšã£ãŠã¯éèŠãªãã€ã³ãã§ããåè·ã®SIerã®ãããªæ¥æ
ã ãšäžè¬çã«ã客æ§ã®ãµãŒãã¹éçºã®ããã®ã·ãŽãã§çµãã£ãŠããŸãããšãå€ãã§ãããã


æ©æ¢°åŠç¿ã®ãšã³ãžãã¢ã«ãšã£ãŠã¯ãèªç€Ÿéå¶ã®è€æ°ã®ãµãŒãã¹ã«ãã£ãŠåŸããããã«ãããã°ããŒã¿ããããšããããšããã®ããŒã¿ããµãŒãã¹ã«éå
ã婿޻çšã§ããç°å¢ãæŽã£ãŠãããšããããšããããã®ç¹ã«ãããŠã¯æ¥æ¬ã®ã©ã®äŒæ¥ã«æ¯ã¹ãŠããæµãŸããç°å¢ã ãšæããŸãã
瀟å å匷äŒãå å®ããŠããã®ã§ãå€ã«åºãªããªãïŒïŒ

æµãŸããŠãããšããç¹ã§ã¯ãããäžã€ãçŽå°Ÿäºçºã®ãªãã£ã¹ã¯ããã§ãããã©ã³ãã¯ç€Ÿå¡é£å ã§æ é€ãã©ã³ã¹ãæŽã£ãé£äºãã§ããŸãããããªãŒã¢ãã¬ã¹å¶ãªã®ã§ãä»äºå
å®¹ãæ°åã«ãã£ãŠåžã®ã¿ã€ããéžã¹ãããªã©ãã¯ã¹ãããæãéäžããŠäœæ¥ããããæãªã©ã§ãããã䜿ãåããŠãŸãã

確ãã«ç€Ÿé£ãªã©ã®ç°å¢ãæŽã£ãŠããã®ã§ãç§»åããªãéäžããŠ1æ¥äžéçºããŠãæãããŸããïŒç¬ïŒã
瀟å ç°å¢ãšããã°ãã€ããŒã®å€ã«ãããšãã¯å匷äŒã§ã€ããŒã®äººãç»å£ããã±ãŒã¹ãããŸãèŠãªãã£ãã®ã§ããã®ãããã©ããªãã ãããšæã£ãŠãããã§ãããå®éã¯LODGEãšãããªãã£ã¹å ã®ã³ã¯ãŒãã³ã°ã¹ããŒã¹ã§ããŸããŸãªå匷äŒã宿œããŠããããåœéåŠäŒã«ã人ãããããéã£ããããŠããŠããã®å ±åäŒã瀟å ã§é »ç¹ã«éãããŠããã
å ããŠãäœéšããŠã¿ãŠåãããŸããããã€ããŒã«ã¯ããããšã³ãžãã¢ãããããããŠã瀟å ã§éãããå°äžèŠæš¡ã®å匷äŒã§ã¯ããã€ã¬ãã«ã§ãã€æ¥åã«è¿ãå¯ãªè°è«ãè¡ãããŠããŸããããããã£ã瀟å ã§éãããæè¡å匷äŒãåŠäŒèŽè¬å ±åã®æºè¶³åºŠã¯éåžžã«é«ãã§ãã


å€ããã¯ããããããªããããããªãããã©ãå®éã«ã¯ã€ããŒã®ç ç©¶è
ããšã³ãžãã¢ãçºè¡šãããããŒã¿ãµã€ãšã³ã¹é¢ä¿ã®è«ææ°ã¯äžççã«ããšãŠãå€ããã§ãããã
ç§ã¯è»¢è·åŸã«ç€Ÿå ã®ã¡ã³ããŒã§ããŒã ãçµãã§ãäžçäžã®ããŒã¿ãµã€ãšã³ãã£ã¹ãããã£ã¬ã³ãžãããKaggleãã®ã³ã³ãã«åå ããŸãããææ¢ãã§ããããããŒã ã¡ã³ããŒå šå¡ã®å¥éã®æ«ãã·ã«ããŒã¡ãã«ãšããææãæ®ãããšãã§ããŸãããæè¡çãªéšåã§åç£ç¢ç£šã§ãã人ãã¡ããããšããã®ã¯ãæ¬åœã«åºæ¿ã«ãªããŸãã

ç§ãå
¥ç€ŸåŸããã«ã·ã³ã¬ããŒã«ã§éå¬ãããæ©æ¢°åŠç¿é¢ä¿ã®åŠäŒã«åå ããŸãããä»ãåãéšçœ²ã®ã¡ã³ããŒãåœéåŠäŒç»å£ã®æºåãæ¥åã®äžç°ãšããŠè¡ã£ãŠããŠãããç ç©¶ã¬ãã«ã®è©±ãããŠããŸããåŠè¡çãªé¢ã§ããäŒç€Ÿã®äžã§åŠã¶äºã¯æ¬åœã«å€ãã§ããã
ãã¡ããªãŒããŒã§åŠ»ããããã«è»¢è·ããŠããã£ããã

ã»ãã«ã€ããŒã«å
¥ã£ãŠããã£ãããšã£ãŠãäœããããŸããã

倧æSIerã ãšã幎霢ãéããã«åŸã£ãŠãéçºã®çŸå Žããå€ããèªåã®ãã£ãªã¢ããããžã¡ã³ãã«ã»ãŒç¹åããŠããŸãããšãå€ããšæããŸãããã®ç¹ãã€ããŒã¯èªåããã€ãŸã§ãšã³ãžãã¢ãšããŠãããã§ãã·ã§ãã«ã§ãããããããžã¡ã³ãã«é²ããããã£ãªã¢ã®éžæãã§ããŸããäºã€ã®éãè¡ãæ¥ããŠããããå®éãç§ãã幎äžã§ãéçºäžçãšãããšã³ãžãã¢ãããããããŸããããã

ãã£ãªã¢ãã©ã³ããµããŒãããå¶åºŠãå€ãã§ããããè·å Žã«å®¶æãåŒãã§ã瀟å
ãæ¡å
ããããã¡ããªãŒããŒããšããã€ãã³ãã幎ã«äžåºŠãããã§ãããç§ã¯ãã®åã劻ãåŒã³ãŸããã劻ãããããã€ããŒã«è»¢è·ããŠããã£ããããããªãä»äºãã£ãšé 匵ããããã£ãŠã


ãã¡ããã¡ããã¬ãã·ã£ãŒãããªãã§ããïŒç¬ïŒãã§ããèªåã®ä»äºã«ã€ããŠå®¶æãæäººãçè§£ããŠããããšããã®ã¯ããšã³ãžãã¢ã«ãšã£ãŠã¯ãšãŠãããããšã ãšæããŸãã
æè¡åã®åäžãçã£ãã¯ãªãšã€ã¿ãŒæŽ»åæ¯æŽå¶åºŠãMy Polarisããããã§ããããšã³ãžãã¢ããã¶ã€ããŒåãã®ããŸããŸãªæ¯æŽãããã±ãŒãžã«ãªã£ãŠããŸãããäžçªæ°ã«ãªãã®ã¯ã瀟äŒäººå€§åŠé¢ã®å士課çšã§åŠã¹ãå¶åºŠãé±ã«äžž1æ¥ã¯éåŠã»ç ç©¶ãªã©ã®ããæ¥åãäŒãæš©å©ãããã

æã«1äžåã®è£å©ããã£ãŠãæè¡ååäžã®ããã®ã¬ãžã§ãããæžç±ãè²·ããå¶åºŠãããããããç§ã¯åŠ»ããæ¯æå®é¡ã®å°é£ãå¶ãèšãæž¡ãããŠããã®ã§ãRaspberryPIïŒã©ãºããªãŒãã€ïŒã®ãããªããŒã«ãè²·ãã®ã«æŽ»çšããŠããŸãã

ç§ãæ©éãããAmazon Echo ã®è³Œå
¥è²»ã«å
ãŠãŸãããåè²ãŠæ¯æŽè£å©ã®ãããªçŠå©åçãéèŠã ãšæããŸããããšã³ãžãã¢ã®é¢å¿ã«æ²¿ã£ãŠããã®æè¡ååäžã«çŽçµãããããªå¶åºŠãããã®ã¯è¯ãããšã ãšæããŸãã

仿¥ã¯ãã€ããŒã«è»¢è·ããŠããããã¡ã ã£ãã¿ãããªããã£ãšãã¬ãã£ããªè©±ãåºãã®ããšæã£ãããæå€ãšæãã€ããªããã®ã§ããã

ãããããããããªå£ã«ã¯ã¶ã€ãããšã¯æããã©ããããäžç·ã«ä¹ãè¶ããŠãã仲éããããªããšãã宿ã¯ãããŸããäŒç€Ÿããšã³ãžãã¢ãç©æ¥µçã«ãµããŒãããŠããããããã¯ã»ããšã«ããããããšã§ãã

â» æ¬èšäºã¯ããšã³ãžãã¢ããã¶ã€ããŒåãã®ã€ãã³ãæ å ±ãã¯ãããã€ããŒã§åã瀟å¡ã®ã¯ãŒã¯ã¹ã¿ã€ã«ããã£ãªã¢ãå¹ åºãã玹ä»ããæ å ±çºä¿¡ã¡ãã£ã¢ãlinoticeïŒãªããã£ã¹ïŒããããæäŸããã ããèšäºã§ãã
ããããã€ãã³ã
ããããã®èšäº

æ¥åæéã®10ïŒ ãæŽ»çšã§ããèªäž»æŽ»åãããªãºã ãã§ãæ°ãããµãŒãã¹ããããã¯ããèããæ¥œãããšã¯

ã人ãå¬ãããªãåºåãã£ãŠäœã ïŒââAIãšæãåºåã¯ãªãšã€ãã£ãçæãšéçšæé©åã®æ°æä»£










