ืชืฉืข ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ืจื•ืกื™ื•ืช ื”ืฉื™ืงื• ืชื•ื›ื ื™ื•ืช ืœืชื•ืืจ ืฉื ื™ ื‘ืชืžื™ื›ืช ืžื™ืงืจื•ืกื•ืคื˜

ื‘-1 ื‘ืกืคื˜ืžื‘ืจ, ืกื˜ื•ื“ื ื˜ื™ื ืจื•ืกื™ื ืžื”ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ื”ื˜ื›ื ื™ื•ืช ื•ื”ื›ืœืœื™ื•ืช ื”ื—ืœื• ืœืœืžื•ื“ ืชื•ื›ื ื™ื•ืช ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืคื•ืชื—ื• ื‘ืžืฉื•ืชืฃ ืขื ืžื•ืžื—ื™ ืžื™ืงืจื•ืกื•ืคื˜. ื”ืฉื™ืขื•ืจื™ื ืžื›ื•ื•ื ื™ื ืœื”ื›ืฉืจืช ืžื•ืžื—ื™ื ืžื•ื“ืจื ื™ื™ื ื‘ืชื—ื•ื ื”ื‘ื™ื ื” ื”ืžืœืื›ื•ืชื™ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืื™ื ื˜ืจื ื˜ ืฉืœ ื”ื“ื‘ืจื™ื, ื›ืžื• ื’ื ื˜ืจื ืกืคื•ืจืžืฆื™ื” ืขืกืงื™ืช ื“ื™ื’ื™ื˜ืœื™ืช.

ืชืฉืข ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ืจื•ืกื™ื•ืช ื”ืฉื™ืงื• ืชื•ื›ื ื™ื•ืช ืœืชื•ืืจ ืฉื ื™ ื‘ืชืžื™ื›ืช ืžื™ืงืจื•ืกื•ืคื˜

ื”ืฉื™ืขื•ืจื™ื ื”ืจืืฉื•ื ื™ื ื‘ืžืกื’ืจืช ืชื›ื ื™ื•ืช ื”ืชื•ืืจ ื”ืฉื ื™ ืฉืœ ืžื™ืงืจื•ืกื•ืคื˜ ื”ื—ืœื• ื‘ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ื”ืžื•ื‘ื™ืœื•ืช ื‘ืžื“ื™ื ื”: ื‘ื™ืช ื”ืกืคืจ ื”ื’ื‘ื•ื” ืœื›ืœื›ืœื”, ื”ืžื›ื•ืŸ ืœืชืขื•ืคื” ืฉืœ ืžื•ืกืงื‘ื” (MAI), ืื•ื ื™ื‘ืจืกื™ื˜ืช ื”ื™ื“ื™ื“ื•ืช ื”ืขืžืžื™ืช ืฉืœ ืจื•ืกื™ื” (RUDN), ื”ืื•ื ื™ื‘ืจืกื™ื˜ื” ื”ืคื“ื’ื•ื’ื™ืช ืฉืœ ื”ืขื™ืจ ืžื•ืกืงื‘ื” (MSPU), ืžื•ืกืงื‘ื” ื”ืžื›ื•ืŸ ื”ืžืžืœื›ืชื™ ืœื™ื—ืกื™ื ื‘ื™ื ืœืื•ืžื™ื™ื (MGIMO), ื”ืื•ื ื™ื‘ืจืกื™ื˜ื” ื”ืคื“ืจืœื™ืช ื”ืฆืคื•ืŸ-ืžื–ืจื—ื™ืช ืขืœ ืฉื. ืž.ืง. Ammosov (NEFU), ื”ืื•ื ื™ื‘ืจืกื™ื˜ื” ื”ืจื•ืกื™ืช ื›ื™ืžื™ืช-ื˜ื›ื ื•ืœื•ื’ื™ืช ืขืœ ืฉื. ืžื ื“ืœื™ื™ื‘ (RHTU ืขืœ ืฉื ืžื ื“ืœื™ื™ื‘), ื”ืื•ื ื™ื‘ืจืกื™ื˜ื” ื”ืคื•ืœื™ื˜ื›ื ื™ืช ืฉืœ ื˜ื•ืžืกืง ื•ืื•ื ื™ื‘ืจืกื™ื˜ืช ื˜ื™ื•ืžืŸ.

ืกื˜ื•ื“ื ื˜ื™ื ืจื•ืกื™ื ื›ื‘ืจ ื”ื—ืœื• ืœืงื—ืช ืงื•ืจืกื™ื ื‘ืชื—ื•ืžื™ื ื˜ื›ื ื•ืœื•ื’ื™ื™ื ืขื“ื›ื ื™ื™ื: ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ืœืžื™ื“ืช ืžื›ื•ื ื”, ื‘ื™ื’ ื“ืื˜ื”, ื ื™ืชื•ื— ืขืกืงื™, ื”ืื™ื ื˜ืจื ื˜ ืฉืœ ื”ื“ื‘ืจื™ื ื•ืขื•ื“ ืจื‘ื™ื ืื—ืจื™ื. ื‘ื ื•ืกืฃ, ืžื™ืงืจื•ืกื•ืคื˜, ื‘ืชืžื™ื›ืช IT HUB College, ื”ืฉื™ืงื” ืงื•ืจืกื™ื ืžืขืฉื™ื™ื ื‘ื—ื™ื ื ืœืžื•ืจื™ื ืœืฉื™ืคื•ืจ ื›ื™ืฉื•ืจื™ื”ื ื‘ืฉื™ืžื•ืฉ ื‘ืคืœื˜ืคื•ืจืžื•ืช ืขื ืŸ ื‘ืืžืฆืขื•ืช Microsoft Azure ื›ื“ื•ื’ืžื”.

ืžืืžืจ ื–ื” ืคื•ืขืœ ื‘ืืชืจ ืฉืœื ื•.

ยซื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžื•ื“ืจื ื™ื•ืช, ื‘ืคืจื˜ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ื‘ื™ื’ ื“ืื˜ื” ื•ื”ืื™ื ื˜ืจื ื˜ ืฉืœ ื”ื“ื‘ืจื™ื, ื”ืคื›ื• ืœื—ืœืง ื‘ืœืชื™ ื ืคืจื“ ืœื ืจืง ืžืขืกืงื™ื ืžืฆืœื™ื—ื™ื, ืืœื ื’ื ืžื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•. ืœื›ืŸ, ื˜ื‘ืขื™ ืฉืœื ืจืง ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ื˜ื›ื ื™ื•ืช ืืœื ื’ื ื›ืœืœื™ื•ืช ืคื•ืชื—ื•ืช ืชื•ื›ื ื™ื•ืช ื‘ืชื—ื•ืžื™ ื”-IT ื”ืžื•ื“ืจื ื™ื™ื ื‘ื™ื•ืชืจ. ื”ืชืคืงื™ื“ ื”ื”ื•ืœืš ื•ื’ื“ืœ ืฉืœ ื”ื—ื“ืฉื ื•ืช ืฉื™ื ื” ื•ื”ืจื—ื™ื‘ ืืช ื”ื“ืจื™ืฉื•ืช ืœื›ื™ืฉื•ืจื™ื ื”ืžืงืฆื•ืขื™ื™ื ืฉืœ ืžื•ืžื—ื™ื ืžื•ื“ืจื ื™ื™ื. ืื ื• ืฉืžื—ื™ื ืฉื”ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ื‘ืจื•ืกื™ื” ืขื•ืงื‘ื•ืช ืื—ืจ ืžื’ืžื•ืช ื‘ื™ื ืœืื•ืžื™ื•ืช ื•ืžืกืคืงื•ืช ืœืกื˜ื•ื“ื ื˜ื™ื ืฉื™ืจื•ืชื™ื ื—ื™ื ื•ื›ื™ื™ื ื‘ืจืžื” ืขื•ืœืžื™ืช. ื–ื” ื™ืกืคืง ืœืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ืขืฆืžืŸ ื”ื–ื“ืžื ื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืคื™ืชื•ื— ืคืขื™ืœื•ื™ื•ืช ืžื“ืขื™ื•ืช ื•ืžื—ืงืจื™ื•ืช. ื”ืจื—ื‘ืช ืฉื™ืชื•ืฃ ื”ืคืขื•ืœื” ืขื ื”ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ื”ืžื•ื‘ื™ืœื•ืช ื‘ืžื“ื™ื ื” ื”ืคื›ื” ืœืžืจื›ื™ื‘ ืžืจื›ื–ื™ ื‘ืžืขืจืš ื”ื™ื•ื–ืžื•ืช ื”ื—ื™ื ื•ื›ื™ื•ืช ืฉืžื™ืงืจื•ืกื•ืคื˜ ืžืฉื™ืงื” ื‘ืจื•ืกื™ื”", ืฆื™ื™ื ืชื™ ืืœื ื” ืกืœื™ื‘ืงื•-ืงื•ืœืฆ'ื™ืง, ืจืืฉ ืชื—ื•ื ืขื‘ื•ื“ื” ืขื ืืจื’ื•ื ื™ื ื—ื™ื ื•ื›ื™ื™ื ื•ืžื“ืขื™ื™ื ื‘ืžื™ืงืจื•ืกื•ืคื˜ ื‘ืจื•ืกื™ื”.

ืขื‘ื•ืจ ื›ืœ ืžื•ืกื“ ื—ื™ื ื•ื›ื™ ืคื™ืชื—ื• ืžื•ืžื—ื™ ืžื™ืงืจื•ืกื•ืคื˜, ื™ื—ื“ ืขื ืžื•ืจื™ื ื•ืžืชื•ื“ื•ืœื•ื’ื™ื ื‘ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช, ืชื•ื›ื ื™ืช ื—ื™ื ื•ื›ื™ืช ื™ื™ื—ื•ื“ื™ืช. ืื–, ื‘ MAI ื”ืคื•ืงื•ืก ื”ืขื™ืงืจื™ ื™ื”ื™ื” ืขืœ ืžืฆื™ืื•ืช ืจื‘ื•ื“ื” ื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช AI, ื‘ ืื•ื ื™ื‘ืจืกื™ื˜ืช RUDN ืœื”ืชืžืงื“ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืชืื•ืžื™ื ื“ื™ื’ื™ื˜ืœื™ื™ื, ืฉื™ืจื•ืชื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื›ื’ื•ืŸ ืจืื™ื™ื” ืžืžื•ื—ืฉื‘ืช ื•ื–ื™ื”ื•ื™ ื“ื™ื‘ื•ืจ ืœืจื•ื‘ื•ื˜ื™ื. IN MSPU ืžืกืคืจ ื“ื™ืกืฆื™ืคืœื™ื ื•ืช ืžื•ืฉืงื•ืช ื‘ื‘ืช ืื—ืช, ื›ื•ืœืœ "ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืจืฉืช ืขืฆื‘ื™ื•ืช ื‘ืขืกืง" ื”ืžื‘ื•ืกืกื•ืช ืขืœ ืฉื™ืจื•ืชื™ ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœ ืžื™ืงืจื•ืกื•ืคื˜, "ืคื™ืชื•ื— ืืคืœื™ืงืฆื™ื•ืช ืื™ื ื˜ืจื ื˜" ื‘-Microsoft Azure Web Apps. ื‘ื™ืช ืกืคืจ ืชื™ื›ื•ืŸ ืœื›ืœื›ืœื” ะธ ื™ืืงื•ื˜ NEFU ื‘ื—ืจื• ื‘ืจืืฉ ืกื“ืจ ื”ืขื“ื™ืคื•ื™ื•ืช ื‘ื”ื›ืฉืจืช ื“ื•ืจ ื—ื“ืฉ ืฉืœ ืžื•ืจื™ื ื‘ืชื—ื•ื ืžื—ืฉื•ื‘ ืขื ืŸ ื•ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช. RKhTU im. ืžื ื“ืœื™ื™ื‘ ะธ ื”ืื•ื ื™ื‘ืจืกื™ื˜ื” ื”ืคื•ืœื™ื˜ื›ื ื™ืช ืฉืœ ื˜ื•ืžืกืง ื”ืขื“ื™ืคื• ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื‘ื™ื’ ื“ืื˜ื”. IN ืื•ื ื™ื‘ืจืกื™ื˜ืช ื˜ื™ื•ืžืŸ ื”ืชื•ื›ื ื™ืช ืžื›ื•ื•ื ืช ืœื—ืงืจ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžื™ื“ืข ื—ื›ืžื•ืช ื‘ืืžืฆืขื•ืช ืœืžื™ื“ืช ืžื›ื•ื ื”, ื›ืžื• ื’ื ื‘ื ื™ื™ืช ืžืžืฉืงื™ ืื“ื-ืžื›ื•ื ื”, ื›ื’ื•ืŸ ืฆ'ืื˜ ื‘ื•ื˜ื™ื ืขื ื–ื™ื”ื•ื™ ื“ื™ื‘ื•ืจ.

ะ’ MGIMO, ืฉื‘ื• ืœืคื ื™ ืฉื ื” ื™ื—ื“ ืขื ืžื™ืงืจื•ืกื•ืคื˜ ื• ืงื‘ื•ืฆื” ADV ื”ืฉื™ืงื” ืชื›ื ื™ืช ืœืชื•ืืจ ืฉื ื™"ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช", ื ืคืชื— ืงื•ืจืก ื—ื“ืฉ "ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืฉืœ ืžื™ืงืจื•ืกื•ืคื˜" ื”ืžื‘ื•ืกืก ืขืœ ืคืœื˜ืคื•ืจืžืช ื”ืขื ืŸ ืฉืœ Microsoft Azure. ื‘ื ื•ืกืฃ ืœืœื™ืžื•ื“ ืžืขืžื™ืง ืฉืœ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื›ื’ื•ืŸ ืœืžื™ื“ืช ืžื›ื•ื ื”, ืœืžื™ื“ื” ืขืžื•ืงื”, ืฉื™ืจื•ืชื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื, ืฆ'ื˜ื‘ื•ื˜ื™ื ื•ืขื•ื–ืจื™ื ืงื•ืœื™ื™ื, ื”ืชื•ื›ื ื™ืช ื›ื•ืœืœืช ื“ื™ืกืฆื™ืคืœื™ื ื•ืช ื‘ื ื•ืฉื ื˜ืจื ืกืคื•ืจืžืฆื™ื” ืขืกืงื™ืช ื“ื™ื’ื™ื˜ืœื™ืช, ืฉื™ืจื•ืชื™ ืขื ืŸ, ื‘ืœื•ืงืฆ'ื™ื™ืŸ, ืื™ื ื˜ืจื ื˜ ืฉืœ ื”ื“ื‘ืจื™ื, ืžืฆื™ืื•ืช ืจื‘ื•ื“ื” ื•ืžืฆื™ืื•ืช ืžื“ื•ืžื”, ื›ืžื• ื›ืžื• ื’ื ืžื—ืฉื•ื‘ ืงื•ื•ื ื˜ื™.

ื›ื—ืœืง ืžืืจื’ื•ืŸ ืชื›ื ื™ื•ืช ื”ืžืืกื˜ืจ, ืขืจื›ื” ืžื™ืงืจื•ืกื•ืคื˜ ื›ื™ืชื•ืช ืืžืŸ ื ื•ืกืคื•ืช ื•ื”ืคืขืœื•ืช ืžืขืฉื™ื•ืช ืœืกื˜ื•ื“ื ื˜ื™ื ื•ืœืžื•ืจื™ื. ืื– ืžื”-1 ื‘ื™ื•ืœื™ ืขื“ ื”-3 ื‘ื™ื•ืœื™ ื‘ืžืฉืจื“ ืžื•ืกืงื‘ื” ืฉืœ ืžื™ืงืจื•ืกื•ืคื˜ ื›ื—ืœืง ืžืคืจื•ื™ืงื˜ AI for Good[1] ืขื‘ืจ ื”ืืงืชื•ืŸ ืกื˜ื•ื“ื ื˜ื™ื, ืฉื‘ื• ืขืฉืจื” ืฆื•ื•ืชื™ื ืžืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช ืžื•ื‘ื™ืœื•ืช ื‘ืžื•ืกืงื‘ื” ื™ืฆืจื• ืคืจื•ื™ืงื˜ื™ื ื˜ื›ื ื•ืœื•ื’ื™ื™ื ื‘ื–ืžืŸ ืืžืช ื‘ืชืžื™ื›ื” ื•ื‘ืœื™ื•ื•ื™ ืฉืœ ืžื•ืžื—ื™ ื”ื—ื‘ืจื”. ื”ื–ื•ื›ื” ื”ื™ื” ืฆื•ื•ืช MGIMO, ืฉื”ืฆื™ืข ืœื”ืฉืชืžืฉ ื‘ืฉื™ืจื•ืชื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื›ื“ื™ ืœื”ืคื•ืš ืืช ืชื”ืœื™ืš ืžื™ื•ืŸ ื”ืคืกื•ืœืช ืœืื•ื˜ื•ืžื˜ื™. ื‘ื™ืŸ ื™ืชืจ ื”ืคืจื•ื™ืงื˜ื™ื ื”ื—ื“ืฉื ื™ื™ื ื”ืžื•ืฆืขื™ื ื‘ืžืกื’ืจืช ื”ื”ืืงืชื•ืŸ: ืžืขืจื›ืช ืœืฆืจื›ื™ื ื—ืงืœืื™ื™ื ื”ืžื–ื”ื” ืื•ื˜ื•ืžื˜ื™ืช ืขืฉื‘ื™ื ืฉื•ื˜ื™ื ื‘ืฉืœื‘ ื”ืฉืชื™ืœ, ืชื•ื›ื ืช ื‘ื•ื˜ ืขื ืคื•ื ืงืฆื™ื™ืช ื–ื™ื”ื•ื™ ื“ื™ื‘ื•ืจ ื”ืžื•ื“ื™ืขื” ืœืžืฉืชืžืฉ ืื ื”ืžืฉืชืžืฉ ื ืžืฆื ื‘ืžืฆื‘ ื—ื™ืจื•ื ื•ืขื•ื“. ื›ืœ ื”ืคืจื•ื™ืงื˜ื™ื ื™ื•ื›ืœื• ืœืื—ืจ ืžื›ืŸ ืœื–ื›ื•ืช ื‘ืžืขืžื“ ืฉืœ ืขื‘ื•ื“ื•ืช ืžืกืžื™ื›ื•ืช ืกื•ืคื™ื•ืช.

[1] AI for Good ื”ื™ื ื™ื•ื–ืžื” ืฉืœ ืžื™ืงืจื•ืกื•ืคื˜ ืฉืžื˜ืจืชื” ืœื”ืฉืชืžืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื›ื“ื™ ืœื”ื™ืœื—ื ื‘ืฉืœื•ืฉ ื‘ืขื™ื•ืช ื’ืœื•ื‘ืœื™ื•ืช: ื–ื™ื”ื•ื ืกื‘ื™ื‘ืชื™ (AI for Earth), ืืกื•ื ื•ืช ื˜ื‘ืข ื•ืืกื•ื ื•ืช (AI ืœืคืขื•ืœื” ื”ื•ืžื ื™ื˜ืจื™ืช), ื•ืชืžื™ื›ื” ื‘ืื ืฉื™ื ืขื ืžื•ื’ื‘ืœื•ื™ื•ืช (AI ืขื‘ื•ืจ ื ึฐื’ึดื™ืฉืื•ึผืช).

ืžืงื•ืจ: www.habr.com

ื”ื•ืกืคืช ืชื’ื•ื‘ื”