Artificial Intelligence

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ื”ื•ืจื“ื•ืช
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš

ืžื™ื“ืข ืขืœ ื”ืืคืœื™ืงืฆื™ื” ื”ื–ื•

ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื”ื™ื ืืคืœื™ืงืฆื™ื™ืช ืœืžื™ื“ื” ื•ื™ืฆื™ืจืชื™ื•ืช ืžื‘ื•ืกืกืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืœืกื˜ื•ื“ื ื˜ื™ื, ืื ืฉื™ ืžืงืฆื•ืข, ื™ื•ืฆืจื™ื, ืžืคืชื—ื™ื ื•ืœื•ืžื“ื™ื ืกืงืจื ื™ื ืฉืจื•ืฆื™ื ืœื—ืงื•ืจ ืืช ื”ื‘ื™ื ื” ื”ืžืœืื›ื•ืชื™ืช ื‘ืžืงื•ื ืื—ื“ ืคืฉื•ื˜.

ืขื ืืคืœื™ืงืฆื™ื™ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื—ื™ื ืžื™ืช ื–ื•, ืชื•ื›ืœื• ืœืฉื•ื—ื— ื‘ืฆ'ืื˜ ืขื ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ืœื™ืฆื•ืจ ืชืžื•ื ื•ืช, ืœืฉืคืจ ื›ืชื™ื‘ื”, ืœืกื›ื ื˜ืงืกื˜, ืœื”ืฉืชืžืฉ ื‘ื›ืœื™ื ืงื•ืœื™ื™ื, ืœืœืžื•ื“ ืžื•ืฉื’ื™ื ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ืœืชืจื’ืœ ืฉืืœื•ืช ื•ืชืฉื•ื‘ื•ืช, ืœื—ืงื•ืจ ืคืจื•ื™ืงื˜ื™ื, ืœื’ืœื•ืช ืกืคืจื™ื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ืœืฉื—ืง ืžืฉื—ืงื™ ืžื—ืฉื‘ื” ื•ืœื”ื™ืฉืืจ ืžืขื•ื“ื›ื ื™ื ื‘ืชื•ื›ืŸ ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช.

ื‘ื™ืŸ ืื ืืชื ืจื•ืฆื™ื ืœื›ืชื•ื‘ ื˜ื•ื‘ ื™ื•ืชืจ, ืœืœืžื•ื“ ืžื”ืจ ื™ื•ืชืจ, ืœื™ืฆื•ืจ ืจืขื™ื•ื ื•ืช, ืœื”ื‘ื™ืŸ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืื• ืœื”ืชื ืกื•ืช ื‘ื›ืœื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ืืคืœื™ืงืฆื™ื” ื–ื• ื ื•ืชื ืช ืœื›ื ื ืงื•ื“ืช ื”ืชื—ืœื” ื™ื“ื™ื“ื•ืชื™ืช.

ื”ืืคืœื™ืงืฆื™ื” ืžืกืคืงืช:

ืขื•ื–ืจ ืฆ'ืื˜ ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ืœืฉื•ื—ื— ื‘ืฆ'ืื˜ ืขื ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืืžืฆืขื•ืช ืชื’ื•ื‘ื•ืช ืกื˜ืจื™ืžื™ื ื’, ืœืฉืžื•ืจ ื”ืคืขืœื•ืช, ืœื”ืžืฉื™ืš ืฉื™ื—ื•ืช ืžืื•ื—ืจ ื™ื•ืชืจ ื•ืœื—ืงื•ืจ ืกื’ื ื•ื ื•ืช ืฉืœ ืขื•ื–ืจื™ื. ื ื™ืชืŸ ื’ื ืœื™ืฆื•ืจ ื“ืžื•ื™ื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืžื•ืชืืžื•ืช ืื™ืฉื™ืช ืขื ืฉื, ืื™ืฉื™ื•ืช ื•ืชืžื•ื ื” ืื•ืคืฆื™ื•ื ืœื™ืช.

ืคืจืกื•ื ื•ืช ืฉืœ ืขื•ื–ืจื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ืœื’ืœื•ืช ืขื•ื–ืจื™ื ืœืคืจื•ื“ื•ืงื˜ื™ื‘ื™ื•ืช, ืคื™ืชื•ื— ืชื•ื›ื ื”, ืžื›ื™ืจื•ืช, ืžืฉืื‘ื™ ืื ื•ืฉ, ืฉื™ื•ื•ืง, ื ื™ื”ื•ืœ ืžื•ืฆืจ, ืœืžื™ื“ืช ืžื›ื•ื ื”, ืžื“ืขื™ ื ืชื•ื ื™ื, NLP, MLOps, ื”ื“ืจื›ืช ื‘ืจื™ืื•ืช, ืคืจืกื•ื ื•ืช ื”ื™ืกื˜ื•ืจื™ื•ืช, ืกื•ืคืจื™ื, ืคื™ืœื•ืกื•ืคื™ื ื•ืขื•ื“.

ื›ืœื™ ื›ืชื™ื‘ื” ืžื‘ื•ืกืกื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ื”ืฉืชืžืฉื• ื‘ืžื—ื•ืœืœ ืžืืžืจื™ื, ืžื—ื•ืœืœ ืฉื™ืจื™ื, ืžื—ื•ืœืœ ืกื™ืคื•ืจื™ื, ื›ื•ืชื‘ื™ ืžืืžืจื™ื, ืจืขื™ื•ื ื•ืช ืœื‘ืœื•ื’ื™ื, ืžื™ืœื™ื ื ืจื“ืคื•ืช, ืื ื˜ื•ื ื™ืžื™ื, ื”ื’ื“ืจืช ืžื™ืœื™ื, ืžืจื—ื™ื‘ ืงื™ืฆื•ืจื™ื, ืžืกื‘ื™ืจ ืžื•ืฉื’ื™ื, ืžืกื›ื, ื™ื•ืฆืจ ืฆื™ืจ ื–ืžืŸ ื•ืžืกื›ื ืžื’ืžื•ืช.

ื›ืœื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื—ื›ืžื™ื
ื”ื’ื‘ื™ืจื• ืืช ื”ืคืจื•ื“ื•ืงื˜ื™ื‘ื™ื•ืช ื‘ืขื–ืจืช ืžื—ื•ืœืœ ืงื•ื“, ืžืกื‘ื™ืจ ืงื•ื“, ืžืชืงืŸ ื“ืงื“ื•ืง, ืžื—ืœืฅ ืžื™ืœื•ืช ืžืคืชื—, ืžืฉืคืจ ื”ื ื—ื™ื•ืช ื•ืžืชืจื’ื.

ืกื™ื›ื•ื ื•ื›ืชื™ื‘ื” ืžื—ื“ืฉ ืฉืœ ื˜ืงืกื˜
ืกื›ืžื• ื˜ืงืกื˜ ืืจื•ืš ืœื ืงื•ื“ื•ืช ืชื‘ืœื™ื˜, ืกื™ื›ื•ืžื™ื ืงืฆืจื™ื, ืชืงืฆื™ืจื™ ืžื ื”ืœื™ื ืื• ื ืงื•ื“ื•ืช ืžืคืชื—. ื›ืชื‘ื• ืžื—ื“ืฉ ื˜ืงืกื˜ ื‘ื’ื•ื•ื ื™ื ืคื•ืจืžืœื™ื™ื, ืงื–'ื•ืืœื™ื™ื, ืžืฆื—ื™ืงื™ื, ืžืฉื›ื ืขื™ื, ืžืงืฆื•ืขื™ื™ื ืื• ืคืฉื•ื˜ื™ื.

ืžื—ื•ืœืœ ืชืžื•ื ื•ืช ืžื‘ื•ืกืกื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ืฆืจื• ืชืžื•ื ื•ืช ืžื‘ื•ืกืกื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืืžืฆืขื•ืช ืกื’ื ื•ื ื•ืช ื›ื’ื•ืŸ ืคื•ื˜ื• ืจื™ืืœื™ืกื˜ื™, ื”ื™ืคืจ ืจื™ืืœื™ืกื˜ื™, ื”ื™ืชื•ืš ืื ื™ืžื”, ืคืจื˜ื™ื ืงื•ืœื ื•ืขื™ื™ื, ืืžื ื•ืช ื™ืคื ื™ืช, ืื ื™ืžื” ื‘ืื™ื›ื•ืช HD, ืจื™ืืœื™ื–ื ืžืฉื•ืคืจ, ื—ื–ื•ืŸ ืจื™ืืœื™ืกื˜ื™, ืคื ื˜ื–ื™ื” ืจื›ื” ื•ื”ื™ืชื•ืš ืžืกื•ื’ื ืŸ. ื”ืฉืชืžืฉื• ื‘ื”ื ื—ื™ื•ืช ืืงืจืื™ื•ืช ื•ืฉืžืจื• ื”ื™ืกื˜ื•ืจื™ื” ืžืงื•ืžื™ืช.

ื›ืœื™ ืงื•ืœ
ื”ืžื™ืจื• ื˜ืงืกื˜ ืœื“ื™ื‘ื•ืจ ืขื ื‘ื—ื™ืจืช ืงื•ืœ, ืžื”ื™ืจื•ืช, ื’ื•ื‘ื” ืฆืœื™ืœ, ื”ื“ื‘ืงื”/ืฉื™ืชื•ืฃ ื•ื™ื™ืฆื•ื WAV. ื”ืฉืชืžืฉื• ืžื“ื™ื‘ื•ืจ ืœื˜ืงืกื˜ ืขื ื‘ื—ื™ืจืช ืฉืคื”, ื”ืขืชื™ืงื•/ืฉืชืคื•/ื ืงื• ื•ืฉืœื—ื• ืชืžืœื•ืœ ืœืฆ'ืื˜.

ืœืžื“ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ืœืžื“ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื“ืจืš 20 ืงื˜ื’ื•ืจื™ื•ืช, ื›ื•ืœืœ ื™ืกื•ื“ื•ืช ื”ื‘ื™ื ื” ื”ืžืœืื›ื•ืชื™ืช, ืžืชืžื˜ื™ืงื” ืœื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ืคื™ื™ืชื•ืŸ, ืœืžื™ื“ืช ืžื›ื•ื ื”, ืœืžื™ื“ื” ืขืžื•ืงื”, NLP, ืจืื™ื™ื” ืžืžื•ื—ืฉื‘ืช, ืœืžื™ื“ื” ืžื—ื•ื–ืงืช, ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื’ื ืจื˜ื™ื‘ื™ืช, ืจื•ื‘ื•ื˜ื™ืงื”, ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืงืฆื”, ื”ืื™ื ื˜ืจื ื˜ ืฉืœ ื”ื“ื‘ืจื™ื, ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืขื ืŸ, MLOps, ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืื—ืจืื™ืช, ืžื—ืงืจ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ื ื•ืฉืื™ื ืžืชืงื“ืžื™ื ื•ืžื’ืžื•ืช ืขืชื™ื“ื™ื•ืช.

ืชืจื’ื•ืœ ืฉืืœื•ืช ื•ืชืฉื•ื‘ื•ืช ื‘ื ื•ืฉื ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ืชืจื’ืœ ืขื 100 ืฉืืœื•ืช ื•ืชืฉื•ื‘ื•ืช ื‘ื ื•ืฉื ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ื—ื™ื ื. ื”ืฉืชืžืฉ ื‘ื”ืจื—ื‘ื”/ืฆืžืฆื•ื, ืขืจื‘ื•ื‘ ืฉืืœื•ืช ื•ืฉื™ืคื•ืจ ืฆืขื“ ืื—ืจ ืฆืขื“. ืกืคืจื™ื™ืช ื”ืฉืืœื•ืช ื•ื”ืชืฉื•ื‘ื•ืช ื”ืžืœืื” ืฉืœ ื™ื•ืชืจ ืž-500 ื–ืžื™ื ื” ื‘ื’ืจืกืช ื”ืžืงืฆื•ืขื ื™ื.

ืคืจื•ื™ืงื˜ื™ื ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ื’ืœื” ืจืขื™ื•ื ื•ืช ืœืคืจื•ื™ืงื˜ื™ื ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ื—ื™ื ื ื›ื’ื•ืŸ ืกื™ื•ื•ื’ ื˜ืงืกื˜, ื–ื™ื”ื•ื™ ืกืคืื, ื ื™ืชื•ื— ืกื ื˜ื™ืžื ื˜ื™ื, ื—ื™ืœื•ืฅ ืžื™ืœื•ืช ืžืคืชื—, NER, ืกื™ื›ื•ื, ืชืจื’ื•ื, ืฆ'ืื˜ื‘ื•ื˜, ืžืขื ื” ืœืฉืืœื•ืช, ืชื™ืงื•ืŸ ื“ืงื“ื•ืง, ืจืฉืชื•ืช ืขืฆื‘ื™ื•ืช, ืžืกื•ื•ื’ ืชืžื•ื ื•ืช, MNIST, ืจื’ืจืกื™ื”, ื—ื™ื–ื•ื™ ืžื ื™ื•ืช ื•ืขื•ื“.

ืžื“ืจื™ืš ืกืคืจื™ื•ืช ื•ื›ืœื™ื ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ื’ืœื” ืžื“ืจื™ืš ื›ืœื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืœื ืžืงื•ื•ืŸ ื”ืžื›ืกื” ืชื•ืืจ ืจืืฉื•ืŸ ื‘ืžืฉืคื˜ื™ื, ืžืกื’ืจื•ืช RAG, ืจืื™ื™ื” ืžืžื•ื—ืฉื‘ืช, ื›ืœื™ ื“ื™ื‘ื•ืจ/ืฉืžืข, ืคืœื˜ืคื•ืจืžื•ืช ืœืžื™ื“ืช ืžื›ื•ื ื”, ื›ืœื™ ื ืชื•ื ื™ื, ืฆ'ืื˜ื‘ื•ื˜ื™ื, RPA, ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื™ืฆื™ืจืชื™ืช, ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืชื—ื•ื ื”ื‘ืจื™ืื•ืช, ืจื•ื‘ื•ื˜ื™ืงื” ื•ืคืœื˜ืคื•ืจืžื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช.

ืžืฉื—ืงื™ื ืœื”ืคืกืงื”
ื”ื™ืจื’ืขื• ืขื ืžืฉื—ืงื™ื ื›ืžื• 2048, ื”ื™ืคื•ืš ืงืœืคื™ื, ื”ืชืืžืช ืฆื‘ืขื™ื, Connect 4, ื ื—ืฉื• ืืช ื”ืžื™ืœื”, ืื‘ืŸ ื ื™ื™ืจ ื•ืžืกืคืจื™ื™ื, ืกื•ื“ื•ืงื• ื•ื˜ื™ืง ืขื™ื’ื•ืœ.

ืงื•ืจื, ื—ื™ืคื•ืฉ, ืกื™ืžื ื™ื•ืช ื•ื”ื™ืกื˜ื•ืจื™ื”
ืงืจื ืžืืžืจื™ื, ืกืžืŸ ืžื•ืขื“ืคื™ื, ืžืฆื ื‘ื“ืฃ, ื”ืชืื ื’ื•ื“ืœ ื’ื•ืคืŸ, ืฉื™ื ื•ื™ ืขืจื›ืช ื ื•ืฉื ืฉืœ ืงื•ืจื, ื—ืคืฉ ืชื•ื›ืŸ ื•ื”ื™ืกื˜ื•ืจื™ื™ืช ื”ืชืจืื•ืช.

ืขื“ื›ื•ื ื™ื ื•ื”ืชืจืื•ืช ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ื”ื™ืฉืืจื• ืžื—ื•ื‘ืจื™ื ืœืขื“ื›ื•ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื“ืจืš ืคื™ื“ ื‘ืœื•ื’, ืคื•ืกื˜ื™ื ื“ื‘ื™ืงื™ื, ื”ืชืจืื•ืช ื“ื—ื™ืคื”, ืชื–ื›ื•ืจื•ืช ื•ื”ื™ืกื˜ื•ืจื™ื™ืช ื”ืชืจืื•ืช.

ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื”ื™ื ื™ื•ืชืจ ืžืงื•ืจืืช ืชื•ื›ืŸ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืคืฉื•ื˜ื”. ื”ื™ื ืžืฉืœื‘ืช ืฆ'ืื˜ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ื™ืฆื™ืจืช ืชืžื•ื ื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ื›ืœื™ ืงื•ืœ, ื›ืœื™ ื›ืชื™ื‘ื”, ืงื•ืจืกื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช, ืคืจื•ื™ืงื˜ื™ื, ืฉืืœื•ืช ื•ืชืฉื•ื‘ื•ืช, ืžืฉื—ืงื™ื, ื—ื™ืคื•ืฉ, ืกื™ืžื ื™ื•ืช, ื”ื™ืกื˜ื•ืจื™ื”, ืขื“ื›ื•ื ื™ื ื•ืชื›ื•ื ื•ืช ื”ืชืืžื” ืื™ืฉื™ืช ื‘ืืคืœื™ืงืฆื™ื” ื—ื™ื ืžื™ืช ืื—ืช.

ื”ื•ืจื™ื“ื• ืืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืขื•ื“ ื”ื™ื•ื ื•ื”ืชื—ื™ืœื• ืœืœืžื•ื“, ืœื™ืฆื•ืจ, ืœื›ืชื•ื‘ ื•ืœื—ืงื•ืจ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช.
ืจื›ืฉื• ืืช ื›ืœ ื”ืžื•ืฉื’ื™ื ืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช (AI) ื™ื—ื“ ืขื ืฆ'ืื˜ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช
ืขื“ื›ื•ืŸ ืื—ืจื•ืŸ ื‘ืชืืจื™ืš
2 ื‘ื™ื•ืœื™ 2026

ืื‘ื˜ื—ืช ื ืชื•ื ื™ื

ื›ื“ื™ ืœืฉืžื•ืจ ืขืœ ื”ื‘ื˜ื™ื—ื•ืช ืฆืจื™ืš ืงื•ื“ื ื›ืœ ืœื”ื‘ื™ืŸ ืื™ืš ื”ืžืคืชื—ื™ื ืื•ืกืคื™ื ื•ืžืฉืชืคื™ื ืืช ื”ื ืชื•ื ื™ื ืฉืœืš. ื ื•ื”ืœื™ ืคืจื˜ื™ื•ืช ื”ื ืชื•ื ื™ื ื•ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ืขืฉื•ื™ื™ื ืœื”ืฉืชื ื•ืช ื‘ื”ืชืื ืœืฉื™ืžื•ืฉ, ืœืื–ื•ืจ ื•ืœื’ื™ืœ ื”ืžืฉืชืžืฉ. ื”ืžืคืชื— ืกื™ืคืง ืืช ื”ืžื™ื“ืข ื”ื–ื” ื•ื”ื•ื ืขืฉื•ื™ ืœืขื“ื›ืŸ ืื•ืชื• ืžื“ื™ ืคืขื.

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