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ื‘ื•ืื• ื ืฉืœื‘ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘-PowerShell. ื—ืœืง ืฉื ื™: ืžืืชืจ ื”ืžืคืจื˜ื™ื

ืžื”ื ื“ืกื™ื, ืžืคืชื—ื™ื ื•ืžื•ืžื—ื™ื ืื—ืจื™ื ื ืชืงืœื™ื ื‘ืฆื•ืจืš ืœื‘ืจืจ ืคืจืžื˜ืจื™ื ืžื“ื•ื™ืงื™ื, ืœืžืฉืœ, ืฉืœ ืœื•ื— ืื, ืžืคืกืง ื—ืฉืžืœ ื‘ืœื•ื— ื—ืฉืžืœ, ืื• ืžืชื’ ืจืฉืช. ืžื“ืจื™ืš ื”ืขื–ืจ ืฉืœื ื• ื™ื”ื™ื” ืชืžื™ื“ ื‘ื”ื™ืฉื’ ื™ื“ ื•ืขืœ ืคื™ ื‘ืงืฉื” ื™ืืกื•ืฃ ืžื™ื“ืข, ื™ื‘ื”ื™ืจ ืคืจืžื˜ืจื™ื ื‘ืื™ื ื˜ืจื ื˜… 

ื”ืคื™ืœื•ืกื•ืคื™ื” ืฉืœ PowerShell. ื—ืœืง 2: ื”ืฆื™ื ื•ืจ (Pipeline), ืžืฉืชื ื™ื, Get-Member, ืงื•ื‘ืฅ .ps1 ื•ื™ื™ืฆื•ื ืชื•ืฆืื•ืช

โ— ื—ืฉื•ื‘: ืื ื™ ื›ื•ืชื‘ ืขืœ PS7 (PowerShell 7). ื”ื•ื ืฉื•ื ื” ืž-PS5 (PowerShell 5). ื”ื—ืœ ืžื”ื’ืจืกื” ื”ืฉื‘ื™ืขื™ืช, PS ื”ืคืš ืœืงืจื•ืก-ืคืœื˜ืคื•ืจืžื™. ื‘ืฉืœ ื›ืš, ื”ืชื ื”ื’ื•ืชืŸ ืฉืœ ื›ืžื” ืคืงื•ื“ื•ืช ื”ืฉืชื ืชื”. ื‘ื—ืœืง ื”ืจืืฉื•ืŸ, ืงื‘ืขื ื• ืขื™ืงืจื•ืŸ ืžืคืชื—: PowerShell ืขื•ื‘ื“ ืขื ืื•ื‘ื™ื™ืงื˜ื™ื,… 

ืกื•ืคื” ืฉืœ ื”ื’ื™ื’ื ื˜ื•ืžื ื™ื” ื‘ื‘ื™ื ื” ื”ืžืœืื›ื•ืชื™ืช? ืžื“ื•ืข ื”ืขืชื™ื“ ืฉื™ื™ืš ืœืจืฉืชื•ืช ื ื•ื™ืจื•ื ื™ื "ืงื˜ื ื•ืช"

ื”ืชืจื’ืœื ื• ืœื—ืฉื•ื‘ ืฉื‘ืขื•ืœื ื”ื‘ื™ื ื” ื”ืžืœืื›ื•ืชื™ืช, ื”ื’ื•ื“ืœ ืงื•ื‘ืข. ืžื•ื“ืœื™ ืฉืคื” ืขื ืงื™ื™ื (LLM), ื›ืžื• ืืœื” ืฉืขื•ืžื“ื™ื ื‘ื‘ืกื™ืก ChatGPT, ืžื“ื”ื™ืžื™ื ืืช ื”ื“ืžื™ื•ืŸ ื‘ื™ื›ื•ืœืชื ืœื›ืชื•ื‘ ืฉื™ืจื™ื, ืœื™ืฆื•ืจ ืงื•ื“ ื•ืœื ื”ืœ ืฉื™ื—ื•ืช ืคื™ืœื•ืกื•ืคื™ื•ืช. ืขื ืงื™ื•ืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืงื™ืขื•ืช ืžื™ืœื™ืืจื“ื™ื ื‘ื™ืฆื™ืจืช "ืžื•ื—ื•ืช" ื’ื“ื•ืœื™ื ื•ื—ื–ืงื™ื… 

David Ahl and the book "101 BASIC Computer Games"ย 

ื“ื™ื™ื•ื•ื™ื“ ืื”ืœ ื•ื”ืกืคืจ "101 ืžืฉื—ืงื™ ืžื—ืฉื‘ ื‘ืกื™ืกื™ื™ื" ื‘ืฉื ืช 1973, ื”ืกืคืจ "101 ืžืฉื—ืงื™ ืžื—ืฉื‘ ื‘ืกื™ืกื™ื™ื" ื™ืฆื ืœืื•ืจ ื•ื”ืคืš ื‘ืžื”ื™ืจื•ืช ืœืจื‘ ืžื›ืจ, ืขื ืžื›ื™ืจื•ืช ืฉืœ ืžื™ืœื™ื•ืŸ ืขื•ืชืงื™ื. ื”ื•ื ืžื™ืœื ืชืคืงื™ื“ ืžืคืชื— ื‘ืคื•ืคื•ืœืจื™ื–ืฆื™ื” ืฉืœ ืชื›ื ื•ืช, ื•ืžืื—ื•ืจื™ ื”ืฆืœื—ืชื• ืขืžื“ื”… 

ื”ืื™ื ื˜ืจื ื˜ ืฉืœ ื”ืขืชื™ื“ โ€” ืœื ืœืื ืฉื™ื

ืขืชื™ื“ ื”ืื™ื ื˜ืจื ื˜ ืžืชืžืงื“ ื‘ืžืขื‘ืจ ืžื”ืื™ื ื˜ืจืืงืฆื™ื” ื”ื™ืฉื™ืจื” ืฉืœ ืื ืฉื™ื ืขื ืืชืจื™ื ืœืฉื™ืžื•ืฉ ื‘ืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืื™ืฉื™ื™ื, ืฉืžื‘ืฆืขื™ื ืžืฉื™ืžื•ืช ื•ืžืืจื’ื ื™ื ืชื”ืœื™ื›ื™ื ื‘ืขืฆืžื. ื–ื” ืžืฉื ื” ืืช ืชืคืงื™ื“ ื”ืื“ื: ื”ื•ื ื”ื•ืคืš ืœืžื ืกื— ื”ืžื˜ืจื•ืช, ื•ืœื ืœืžื‘ืฆืข.

ะŸะตั€ะฒัƒัŽ ั†ะธั„ั€ะพะฒัƒัŽ ะบะฐั€ั‚ัƒ ะœะฐั€ัะฐ ะฝะฐั€ะธัะพะฒะฐะปะธ ะบะฐั€ะฐะฝะดะฐัˆะฐะผะธโ โ 

 ะะต ั ะฟะพะผะพั‰ัŒัŽ ะฒะพะปัˆะตะฑัั‚ะฒะฐ โ€” ะฐ ั ะฟะพะผะพั‰ัŒัŽ ะปัŽะฑะพะฟั‹ั‚ัั‚ะฒะฐ, ั‚ะตั€ะฟะตะฝะธั ะธ ะบะฐั€ะฐะฝะดะฐัˆะฐ.     ะ’ 1965 ะณะพะดัƒ ะบะพัะผะธั‡ะตัะบะธะน ะฐะฟะฟะฐั€ะฐั‚ NASA ะœะฐั€ะธะฝะตั€-4 ะฒะฟะตั€ะฒั‹ะต ะฒ ะธัั‚ะพั€ะธะธ ะฟะตั€ะตะดะฐะป ัะฝะธะผะบะธ ะœะฐั€ัะฐ ะธะท ะบะพัะผะพัะฐ. ะญั‚ะพ ะฑั‹ะปะธ ะฟะตั€ะฒั‹ะต ะดะตั‚ะฐะปัŒะฝั‹ะต ะธะทะพะฑั€ะฐะถะตะฝะธั ะดั€ัƒะณะพะน ะฟะปะฐะฝะตั‚ั‹, ัะดะตะปะฐะฝะฝั‹ะต… 

ื“ืฃ ืขื–ืจ. ื”ืชืืžื” ืื™ืฉื™ืช ืฉืœ LLM: ืคืจื•ืžืคื˜ื™ื, ื›ื•ื•ื ื•ืŸ ืขื“ื™ืŸ ืฉืœ ืžื•ื“ืœื™ื, ื“ื•ื’ืžืื•ืช ืงื•ื“.

ืืคืฉืจ ืœื”ืชืื™ื ืื™ืฉื™ืช ืžื•ื“ืœื™ LLM ื‘ื“ืจื›ื™ื ืฉื•ื ื•ืช: ื”ื—ืœ ืžื™ืฆื™ืจืช *ืคืจื•ืžืคื˜ื™ื* ืžื“ื•ื™ืงื™ื ื•ื ื™ื”ื•ืœ ื”ืงืฉืจ ื•ืขื“ *Fine-tuning* ืขืœ ื‘ืกื™ืก ืžืขืจื›ื™ ื ืชื•ื ื™ื ื™ื™ื—ื•ื“ื™ื™ื. โ€Fine-tuning ืžืืคืฉืจ ืœื‘ืกืก ืืช ื”ืกื’ื ื•ืŸ, ื”ืžื™ื ื•ื—ื™ื ื•ืชื‘ื ื™ื•ืช ื”ืชืฉื•ื‘ื” ืฉืœ ื”ืžื•ื“ืœ, ื•ื›ืŸ ืœืฉืคืจ ืืช ื”ื“ื™ื•ืง ื‘ืžืฉื™ืžื•ืช… 

In Questo Articolo 1. ื ื™ื”ื•ืœ ืงื‘ืฆื™ื ื•ืชื™ืงื™ื•ืช2. ื“ื™ืกืง ื•ืžืขืจื›ืช ืงื‘ืฆื™ื3. ืžื™ื“ืข ื•ื ื™ื”ื•ืœ ืžืขืจื›ืช4. ืจืฉืช5. ื—ื™ืคื•ืฉ ืงื‘ืฆื™ื6. ืืจื›ื™ื•ืŸ ื•ื“ื—ื™ืกื”7. ื ื™ื”ื•ืœ ื—ื‘ื™ืœื•ืช (Debian/Ubuntu)8. ื‘ืกื™ืกื™ Bash1. ื ื™ื”ื•ืœ ืงื‘ืฆื™ื ื•ืชื™ืงื™ื•ืช 2. ื“ื™ืกืง ื•ืžืขืจื›ืช ืงื‘ืฆื™ื 3. ืžื™ื“ืข ื•ื ื™ื”ื•ืœ ืžืขืจื›ืช 4.…