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๐ŸŽ“ ืœื™ืžื•ื“ื™ื

ืœื™ืžื•ื“ื™ ืชื›ื ื•ืช, ืคื™ื™ืชื•ืŸ ื•ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช (AI) โ€“ ืžื“ืจื™ื›ื™ื, ื”ืกื‘ืจื™ื ื•ื“ื•ื’ืžืื•ืช ืžืขืฉื™ื•ืช ืœืœืžื™ื“ื” ืžืขืžื™ืงื”

ืฉืืœื•ืช ื“ื•ื’ืžื” ืœืจืื™ื•ืŸ ืขื‘ื•ื“ื”. ืคื™ื™ืชื•ืŸ

Contents ืคืจื™ืกื” ืฉืœ ืจืฆืคื™ื ื‘ืคื™ื™ืชื•ืŸ 2ื”ืกื‘ืจ:ืชื—ื‘ื™ืจ:ื”ืชื ื”ื’ื•ืช ื‘ืขืช ื—ืจื™ื’ื” ืžื’ื‘ื•ืœื•ืช:ืขื•ืชืง ืฉื˜ื—ื™:ื“ื•ื’ืžื”:ืกื™ื›ื•ื:๐Ÿ’ก ื˜ื™ืค ืฉื™ืžื•ืฉื™ ืœืคืจื™ืกื” ื‘ืคื™ื™ืชื•ืŸ:๐Ÿงฉ ื˜ื‘ืœืช ื“ื•ื’ืžื”: ืคืจื™ืกื” ืฉืœ ืจืฉื™ืžื”๐ŸŽฏ ื˜ื™ืค ืœืกื™ื•ื:ืคืจื™ืกื” ืฉืœ ืจืฆืคื™ื ื‘ืคื™ื™ืชื•ืŸ 2 ื”ืกื‘ืจ: ืคืจื™ืกื” (slicing) ื”ื™ื ื“ืจืš ืœืงื‘ืœ ืชืช-ืจืฆืฃ ืžืชื•ืš ืจืฆืฃ ืงื™ื™ื,… Read More »ืฉืืœื•ืช ื“ื•ื’ืžื” ืœืจืื™ื•ืŸ ืขื‘ื•ื“ื”. ืคื™ื™ืชื•ืŸ

ื‘ืขื™ื•ืช ืžื•ืจื›ื‘ื•ืช ื‘ืชื•ืจืช ื”ื”ืกืชื‘ืจื•ืช ืขื ืคืชืจื•ื ื•ืช ื‘ืคื™ื™ืชื•ืŸ

ืžื‘ื•ื ืชื•ืจืช ื”ื”ืกืชื‘ืจื•ืช ืžืžืœืืช ืชืคืงื™ื“ ืžืจื›ื–ื™ ื‘ืœืžื™ื“ืช ืžื›ื•ื ื”, ืกื˜ื˜ื™ืกื˜ื™ืงื” ื•ื ื™ืชื•ื— ื ืชื•ื ื™ื. ื‘ืžืืžืจ ื–ื” ื ื ืชื— 13 ื‘ืขื™ื•ืช ืงืœืืกื™ื•ืช ืขื ืžื™ืžื•ืฉื™ื ื‘ืคื™ื™ืชื•ืŸ, ื”ืžื“ื’ื™ืžื™ื ื›ื™ืฆื“ ืขืงืจื•ื ื•ืช ื”ืกืชื‘ืจื•ืชื™ื™ื ืžื™ื•ืฉืžื™ื ื‘ืคื•ืขืœ ื‘ืžื“ืขื™ ื”ืžื—ืฉื‘, ื ื™ืชื•ื— ื ืชื•ื ื™ื ื•-AI. Contents ื‘ืขื™ื” 1: ืงื™ืจื•ื‘… Read More »ื‘ืขื™ื•ืช ืžื•ืจื›ื‘ื•ืช ื‘ืชื•ืจืช ื”ื”ืกืชื‘ืจื•ืช ืขื ืคืชืจื•ื ื•ืช ื‘ืคื™ื™ืชื•ืŸ

ืฉืืœื•ืช ื“ื•ื’ืžื” ืœืจืื™ื•ืŸ ืขื‘ื•ื“ื”. ืคื™ื™ืชื•

Contents ืžืืคื™ื™ื ื™ ืงื‘ื•ืฆื•ืช (set) ื•ื”ืฉื•ื•ืื” ืœืจืฉื™ืžื•ืช (list) ื•ื˜ืืคืœื™ื (tuple)๐Ÿง  ื”ืกื‘ืจ:๐Ÿงฐ ืžืชื™ ืœื”ืฉืชืžืฉ ื‘ืงื‘ื•ืฆื•ืช:๐Ÿงฉ ื”ื™ื‘ื˜ื™ ืžืคืชื—:๐Ÿงช ื“ื•ื’ืžื”:๐ŸŽฏ ืœืกื™ื›ื•ื:ืžืืคื™ื™ื ื™ ืงื‘ื•ืฆื•ืช (set) ื•ื”ืฉื•ื•ืื” ืœืจืฉื™ืžื•ืช (list) ื•ื˜ืืคืœื™ื (tuple) ๐Ÿง  ื”ืกื‘ืจ: ืœืงื‘ื•ืฆื•ืช (set) ื‘ืคื™ื™ืชื•ืŸ ืฉื ื™ ืžืืคื™ื™ื ื™ื ืขื™ืงืจื™ื™ื: ๐Ÿงฐ ืžืชื™ ืœื”ืฉืชืžืฉ… Read More »ืฉืืœื•ืช ื“ื•ื’ืžื” ืœืจืื™ื•ืŸ ืขื‘ื•ื“ื”. ืคื™ื™ืชื•

ืœืžื” ื”ืงื•ื‘ืฅ ื”ื›ื™ ื—ืฉื•ื‘ ื‘ืคืจื•ื™ืงื˜ ื”ื•ื ืœื ืงื•ื‘ืฅ ืงื•ื“?

ื‘ืขื•ืœื ื”ืคืชื•ื— ืฉืœ ืงื•ื“ ืคืชื•ื—, ื‘ืœื™ README, ืืชื” ืกืชื ืขื•ื“ ืชื™ืงื™ื” ื ื˜ื•ืฉื” ื‘ืื™ื ื˜ืจื ื˜ Contents ืื– ืžื” ื–ื” ื‘ืขืฆื README.md?ืœืžื” ื›ืœ ื›ืš ื—ืฉื•ื‘ ืœื”ืฉืงื™ืข ื‘ื•?ืื– ืื™ืš ื ืจืื” README ื˜ื•ื‘?๐Ÿ“„ ื“ื•ื’ืžื” ืžืœืื” ืœ-README.md:ืœืกื™ื›ื•ืืื– ืžื” ื–ื” ื‘ืขืฆื README.md?… Read More »ืœืžื” ื”ืงื•ื‘ืฅ ื”ื›ื™ ื—ืฉื•ื‘ ื‘ืคืจื•ื™ืงื˜ ื”ื•ื ืœื ืงื•ื‘ืฅ ืงื•ื“?

ื™ื™ื—ื•ื“ื™ื•ืช ื•ื—ื•ืกืจ ืกื“ืจ โ€“ ืžืชื™ ื ืฉืชืžืฉ ื‘ึพset ื‘ืคื™ื™ืชื•ืŸ

Contents โœจ ื”ืกื‘ืจ:๐ŸŽฏ ืฉื™ืžื•ืฉื™ื ื ืคื•ืฆื™ื:๐Ÿงช ื“ื•ื’ืžื” ื‘ืงื•ื“:๐Ÿ” ื”ื™ื‘ื˜ื™ื ืžืจื›ื–ื™ื™ื:๐Ÿ“Œ ืœืกื™ื›ื•ื: A. ืงื‘ื•ืฆื•ืช ืžืกื•ื“ืจื•ืช ื•ื™ื›ื•ืœื•ืช ืœื”ื›ื™ืœ ืืœืžื ื˜ื™ื ื›ืคื•ืœื™ื, ืžื” ืฉื”ื•ืคืš ืื•ืชืŸ ืœืื™ื“ื™ืืœื™ื•ืช ืœืคืขื•ืœื•ืช ืžืชืžื˜ื™ื•ืช.B. ืงื‘ื•ืฆื•ืช ืื™ื ืŸ ืžืกื•ื“ืจื•ืช ื•ืžืื—ืกื ื•ืช ืจืง ืืœืžื ื˜ื™ื ื™ื™ื—ื•ื“ื™ื™ื. ื”ืŸ ื™ืขื™ืœื•ืช ืœื‘ื“ื™ืงืช ืฉื™ื™ื›ื•ืช ืฉืœ… Read More »ื™ื™ื—ื•ื“ื™ื•ืช ื•ื—ื•ืกืจ ืกื“ืจ โ€“ ืžืชื™ ื ืฉืชืžืฉ ื‘ึพset ื‘ืคื™ื™ืชื•ืŸ

Debugging ื‘ึพJupyter Notebook ืขื ipdb

ื‘ืžื“ืจื™ืš ื–ื”:โœ… ื”ืชืงื ื” ื•ื”ื’ื“ืจื” ืฉืœ ipdbโœ… 3 ื“ืจื›ื™ื ืœื”ืคืขื™ืœ ืืช ื”ืžื ืคื” (debugger)โœ… ื›ืœ ื”ืคืงื•ื“ื•ืช ื”ื—ืฉื•ื‘ื•ืช ืฉืœ ipdb ืขื ื“ื•ื’ืžืื•ืชโœ… ืืกื˜ืจื˜ื’ื™ื•ืช ื ื™ืคื•ื™ ืฉื’ื™ืื•ืช ื‘ืงื•ื“ ืืžื™ืชื™โœ… ื›ืœื™ื ื—ืœื•ืคื™ื™ื ืœื ื™ืคื•ื™ ืžืชืงื“ื ืžื” ืงื•ืจื” ื‘ืคื•ืขืœ: ื›ืืฉืจ ื”ืงื•ื“ ื ื›ืฉืœ ืขื… Read More »Debugging ื‘ึพJupyter Notebook ืขื ipdb

ืฉืืœื•ืช ืœืจืื™ื•ืŸ ืขื‘ื•ื“ื”. GIT

Contents git rebase, git merge๐Ÿ“˜ ื”ืกื‘ืจ:๐Ÿ“Š ื”ืฉื•ื•ืื” ืžื”ื™ืจื”:๐Ÿ’ก ื˜ื™ืค ื—ืฉื•ื‘:๐Ÿ› ๏ธ ืคืจืงื˜ื™ืงื” ืžื•ืžืœืฆืช:git rebase, git merge ๐Ÿ“˜ ื”ืกื‘ืจ: ๐Ÿ“Š ื”ืฉื•ื•ืื” ืžื”ื™ืจื”: ืชื›ื•ื ื” Merge Rebase ืฆื•ืจืช ื”ื”ื™ืกื˜ื•ืจื™ื” ืžืกืชืขืคืช ืœื™ื ืืจื™ืช commit ืžื™ื–ื•ื’ ื›ืŸ (merge commit) ืœื, ืืœื ืื… Read More »ืฉืืœื•ืช ืœืจืื™ื•ืŸ ืขื‘ื•ื“ื”. GIT

args ื•-kwargs

ืื•ืงื™ื™, ื”ื ื” ื”ืชืจื’ื•ื ืฉืœ ื”ืžืืžืจ ืœืขื‘ืจื™ืช: ืชื•ื›ืŸ ืขื ื™ื™ื ื™ื [ื”ืกืจ ืคืจืกื•ืžื•ืช][ืฆืคื” ื›ืขืช] ืœืžื“ืจื™ืš ื–ื” ื™ืฉ ืงื•ืจืก ื•ื™ื“ืื• ืงืฉื•ืจ ืฉื ื•ืฆืจ ืขืœ ื™ื“ื™ ืฆื•ื•ืช Real Python. ืฆืคื” ื‘ื• ื™ื—ื“ ืขื ื”ืžื“ืจื™ืš ื”ื›ืชื•ื‘ ื›ื“ื™ ืœื”ืขืžื™ืง ืืช ื”ื‘ื ืชืš: Python args… Read More »args ื•-kwargs

ืคืจื™ืกื” ืฉืœ ืจืฆืคื™ื (slicing)

Contents ๐Ÿง  ื”ืกื‘ืจ:ืชื—ื‘ื™ืจ:ื”ืชื ื”ื’ื•ืช ื‘ืขืช ื—ืจื™ื’ื” ืžื’ื‘ื•ืœื•ืช:ืขื•ืชืง ืฉื˜ื—ื™:๐Ÿงช ื“ื•ื’ืžื”:๐Ÿ’ก ื˜ื™ืค ืฉื™ืžื•ืฉื™ ืœืคืจื™ืกื” ื‘ืคื™ื™ืชื•ืŸ:๐Ÿงฉ ื˜ื‘ืœืช ื“ื•ื’ืžื”: ืคืจื™ืกื” ืฉืœ ืจืฉื™ืžื”๐ŸŽฏ ื˜ื™ืค ืœืกื™ื•ื:๐Ÿง  ื”ืกื‘ืจ: ืชื—ื‘ื™ืจ: ืชื—ื‘ื™ืจ ื”ืคืจื™ืกื” ื”ื›ืœืœื™ ื‘ืคื™ื™ืชื•ืŸ ื”ื•ื: ื ื™ืชืŸ ื’ื ืœื”ืฉืชืžืฉ ื‘ืื™ื ื“ืงืกื™ื ืฉืœื™ืœื™ื™ื, ืฉืžืชื—ื™ืœื™ื ืžื”ืกื•ืฃ ืฉืœ ื”ืจืฆืฃ… Read More »ืคืจื™ืกื” ืฉืœ ืจืฆืคื™ื (slicing)

ืจืฉื™ืžื” ืžื•ืœ ื˜ืืคืœ โ€“ ืžืชื™ ืœื”ืฉืชืžืฉ ื•ื‘ืžื” ื–ื” ืชืœื•ื™

Contents ืžื”ื• ื”ื”ื‘ื“ืœ ื”ืขื™ืงืจื™ ื‘ื™ืŸ ืจืฉื™ืžื” (list) ืœื˜ืืคืœ (tuple) ื‘ืคื™ื™ืชื•ืŸ ืžื‘ื—ื™ื ืช ื™ื›ื•ืœืช ืฉื™ื ื•ื™, ื•ื‘ืื™ืœื• ืžืฆื‘ื™ื ืขื“ื™ืฃ ืœื”ืฉืชืžืฉ ื‘ื˜ืืคืœ?๐Ÿง  ื”ืกื‘ืจ:๐Ÿ› ๏ธ ืชื—ื‘ื™ืจ ื›ืœืœื™:๐Ÿ”’ ื”ืชื ื”ื’ื•ืช ืžื‘ื—ื™ื ืช ืฉื™ื ื•ื™:๐Ÿงช ื“ื•ื’ืžื”:๐Ÿ’ก ื˜ื™ืค ืฉื™ืžื•ืฉื™:๐Ÿงฉ ื˜ื‘ืœืช ื”ืฉื•ื•ืื”: ืจืฉื™ืžื” ืžื•ืœ ื˜ืืคืœ๐ŸŽฏ ื˜ื™ืค ืœืกื™ื•ื:ืžื”ื• ื”ื”ื‘ื“ืœ… Read More »ืจืฉื™ืžื” ืžื•ืœ ื˜ืืคืœ โ€“ ืžืชื™ ืœื”ืฉืชืžืฉ ื•ื‘ืžื” ื–ื” ืชืœื•ื™