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๐Ÿ“Šืื– ื”ื—ืœื˜ืช ืœื”ืงื™ื ืฆื•ื•ืช ื“ืื˜ื” ืžืืคืก? ืžื” ืฆืคื•ื™ ื•-3 ื˜ื™ืคื™ื ืœืืฉืช ื“ืื˜ื” ื”ืจืืฉื•ื ื” ื‘ื—ื‘ืจื” ืžืื—ืช ืฉื™ื•ื“ืขืช ๐Ÿ“Š

๐Ÿ“Šืื– ื”ื—ืœื˜ืชื ืœื’ื™ื™ืก ืคื•ื ืงืฆื™ื™ืช ื“ืื˜ื” ืจืืฉื•ื ื” ืœื—ื‘ืจื”โ€ฆืžื–ืœ ื˜ื•ื‘! ืžื” ืขื›ืฉื™ื•? ๐Ÿ“Š ืžื’ื™ืข ื”ื™ื•ื ื”ืžื™ื•ื—ืœ ื•ืจื•ืฆื™ื ืœื’ื™ื™ืก ืคื•ื ืงืฆื™ื™ืช ื“ืื˜ื” ืจืืฉื•ื ื” ืœืกื˜ืืจื˜ืืค (ื‘ืจื›ื•ืช). ืœืจื‘, ืžื—ืคืฉื™ื ืžื•ืขืžื“ืช ืขื ืจืงืข ื—ื–ืง ื‘ืคื™ืชื•ื— ืชืฉืชื™ื•ืช ื“ืื˜ื”/BI ืื™ื ื’ืณื ื™ืจื™ื ื’ ืื• ืจืงืข ื—ื–ืง ื‘ืื ืœื™ื˜ื™ืงืก (ื•ืื ื™ืฆื ื’ื ื•ื’ื..ื–ื›ื™ืชื). ื‘ืจื‘ ื”ืกื˜ืืจื˜ืืคื™ื, ื›ื ืจืื” ืฉืชื’ื•ื™ื™ืก ืจืง ืื—ืช ื”ืคื•ื ืงืฆื™ื•ืช ื‘ื”ืชื—ืœื”, ื‘ื›ืœ ื–ืืช, lean. ื‘ืคื•ืกื˜ ื”ื–ื” ืื ืกื” ืงืฆืช ืœืชืช ืจืงืข ืœืื™ืš ื ืจืื™ืช ื”ืชื—ืœื” ื›ื–ื• ื•ืžื” ื”ื™ื ื›ื•ืœืœืช. ืื• ื‘ืžื™ืœื™ื ืื—ืจื•ืช: ืžื” ื”ื™ื™ืชื™ ืฉืžื—ื” ืœืฉืžื•ืข ืœืคื ื™ ืฉืื ื™ ืžืชื—ื™ืœื” ืชืคืงื™ื“ ื›ืืฉืช ื“ืื˜ื” ืจืืฉื•ื ื” ืื• ื”ื•ืœื›ืช ืœื’ื™ื™ืก ืคื•ื ืงืฆื™ื™ื” ื›ื–ื• ืœื—ื‘ืจื” ืฉืœื™.

ืื–โ€ฆื•ื•ืœืงื•ื - ื–ื•ื”ื™ ื”ื—ืฆื™ ืฉื ื”-ืฉื ื” ื”ืจืืฉื•ื ื” ืฉืœ ืคื•ื ืงืฆื™ื™ืช ื”ื“ืื˜ื” ืจืืฉื•ื ื” ื‘ื—ื‘ืจื” ืœืžื” ืขืœื™ื” ืœืฆืคื•ืช?

ื‘ื’ื“ื•ืœ? ืœื”ืจื‘ื” ื‘ืœื’ืŸ... ืœืืžืช ื”ื›ื•ืื‘ืช - ื”ืคืจื•ื™ืงื˜ื™ื ื”ืจืืฉื•ื ื™ื ืฉืœ ืžืจื‘ื™ืช ืฆื•ื•ืชื™ ื”ื“ืื˜ื” ื‘ื”ืงืžืชื ื”ื ืœืจื‘ ื›ื™ื‘ื•ื™ ืฉืจื™ืคื•ืช๐Ÿš’๐Ÿš’๐Ÿš’๐Ÿš’. ื˜ืจื ื ืชืงืœืชื™ ื‘ืกื˜ืืจื˜ืืคื™ื ืฉื”ื‘ื™ืื• ืžื™ื•ื 0 ืืฉืช ื“ืื˜ื” ืœืคืชื— ืื™ื•ื•ื ื˜ื™ื ื‘ื ื—ืช ื•ืœื”ื’ื“ื™ืจ a/b tests ืœืคื™ืฆืณืจื™ื (ืืชื ืคื”? ื›ืชื‘ื• ืคื•ืกื˜ ืžืฉืœื›ื ื‘ื”ืงื“ื ื‘ื”ื•ืœ). ืื– ืžื” ื›ืŸ ืฆืคื•ื™? ื”ืžื•ืŸ ืžื™ื’ืจืฆื™ื•ืช ื‘ื™ืŸ ืชืฉืชื™ื•ืช, QA, ืชืขืœื•ืžื•ืช ื•ื—ืคื™ืจื” ืืžื™ืชื™ืช ื‘ืชืฉืชื™ื•ืช ื•ืœื ืชื™ืขื“ื• (ืœื•ื’ื™ื, ื˜ื‘ืœืื•ืช, ืื™ื•ื•ื ื˜ื™ื ืื ื™ืฉ ืจื—ืžื ื ืœื™ืฆืœืŸ) ืฉื™ืฆืจื• ืฆื•ื•ืชื™ ื”ืคื™ืชื•ื— (ื•ืœืคืขืžื™ื ืคื•ื ืงืฆื™ื•ืช ืื—ืจื•ืช ื‘ื—ื‘ืจื”), ื’ื™ืฉื•ืฉื™ื ืื—ืจ ื›ืš ืžื™ื ื™ ื”ืืงื™ื ื•ื“ืจื›ื™ื ืœื ื“ืจื›ื™ื ืฉืžืฉืชืžืฉื™ื ืžืฆืื• ืœื”ืคื™ืง ื“ื•ื—ื•ืช (ื›ืŸ ื’ื•ื’ืœ ืฉื™ื˜ืก ืขื ืคื•ื ืงืฆื™ื•ืช ื•ืืงืกืœื™ื ืžืคืœืฆืชื™ื™ื ืฉืœ 20 ื˜ืื‘ื™ื ื•ืขื•ื‘ื“ ื–ื•ื˜ืจ ืฉืžืžืœื ืื•ืชื ื™ื“ื ื™ืช ืื—ืช ืœื—ื•ื“ืฉ ืื ื™ ืžื“ื‘ืจืช ืืœื™ื›ื).

ืœื ืื“ื‘ืจ ืขืœ: ื”ืงืžืช ืชืฉืชื™ืช ืื™ื•ื•ื ื˜ื™ื ื•ื™ืฆื™ืจื” ืฉืœ DWH ('ืžื—ืกืŸ ื ืชื•ื ื™ื') - ื–ื” ืฉืœื‘ ืžืชืงื“ื ืฉืœืจื‘ ื™ืงืจื” ืœืื—ืจ ื”ืกื“ืจ ื”ืจืืฉื•ื ื™.

โœ๐Ÿฝื“ื•ื’ืžื ืœื—ืœืง ืžื”ืžืฉื™ืžื•ืช ื”ืจืืฉื•ื ื•ืช ื‘ืชืคืงื™ื“ ื›ื–ื”โœ๐Ÿฝ

1 - ื‘ื—ื™ืจื” ื•ื”ืงืžื” ืฉืœ ื“ืื˜ื” ื‘ื™ื™ืก ืื ืœื™ื˜ื™ ื•ืจืคืœื™ืงื” ื‘ืกื™ืกื™ืช ืœื“ืื˜ื” ื‘ื™ื™ืก ืฉืœ ื”ืคืจื•ื“ืงืฉืŸ

2 - ืžื™ืคื•ื™ ืฉืœ ืฆืจื›ื™ ื“ืื˜ื”/ืื ืœื™ื˜ื™ืงืก ืœืคื™ ืžื—ืœืงื•ืช ืฉื•ื ื•ืช (ืœืžื™ื“ืช ื”ืฆืจื›ื™ื ื•ืชืขื“ื•ืฃ ืคืจื•ื™ืงื˜ื™ื/ืจื•ื“ืžืืค)

3 - ืžืฉื™ื›ื”/ื“ื—ื™ืคื” ืฉืœ ืžื™ื“ืข ืž/ืœืžืขืจื›ื•ืช ืฉื•ื ื•ืช ื‘ืืจื’ื•ืŸ ื•ืื™ื—ื•ื“ ืฉืœื•

4 - ื‘ื—ื™ืจื” ืฉืœ ื›ืœื™ BI/ื•ื™ื–ื•ืืœื™ื–ืฆื™ื” ืœืืจื’ื•ืŸ

5 - ืก-ื“-ืจ - ืžืฆื™ืื” ื•ื”ื—ืœืคื”/ื”ืฉื‘ืชื”/ื›ืชื™ื‘ื” ืžื—ื“ืฉ ืฉืœ ื›ืœ ืžื™ื ื™ ืชื”ืœื™ื›ื™ื/ืชื–ืžื•ื ื™ื/ืื•ื˜ื•ืžืฆื™ื•ืช/ื•ื•ืจืงืืจืื•ื ื“ื™ื ืžื•ื–ืจื™ื ื•ืฉื•ืื‘ื™ ืžืฉืื‘ื™ื ืฉืขื•ื‘ื“ื™ื ืœื ืžืขื•ืœื ื”ื“ืื˜ื” ื™ืฆืจื• ื›ื“ื™ ืœืชืช ืžืขื ื” ืขื“ ื›ื”

6 - ืคื™ืชื•ื— ืฉืœ ืฉืื™ืœืชื•ืช/ื“ืฉื‘ื•ืจื“ื™ื/ื“ื•ื—ื•ืช ื“ื—ื•ืคื™ื 7 - ื“ื•ืงื•ืžื ื˜ืฆื™ื” ื•ืงืฆืช ืกื“ืจ ื‘ื”ืžื•ืŸ ืžื™ื“ืข ืฉืฆืฃ ื•ืชื™ืขื•ื“ื• (ืื• - ื›ื™ืฃ ื’ื“ื•ืœ)

8 - ื ื™ื™ืก ื˜ื• ื”ืื‘ - ื”ื˜ืžืขื” ืฉืœ ืฉื›ื‘ืช ื”ืจืฉืื•ืช, ืžื•ื ื™ื˜ื•ืจื™ื ื’, ื ื™ื”ื•ืœ ืžืฉืชืžืฉื™ื/ืงื‘ื•ืฆื•ืช ื•ืขื•ื“ ื•ืขื•ื“... 9 - ื”ื›ื™ ื—ืฉื•ื‘ ื‘ืขื™ื ื™ - ืœืžื™ื“ื” ืืžื™ืชื™ืช ืฉืœ ื”ื‘ื™ื–ื ืก ืžื•ื“ืœ ื•ื”ืคืœื•ืื™ื ื”ืขืกืงื™ื™ื/ืžื•ืฆืจื™ื™ื ืฉืœ ื”ื—ื‘ืจื”. ื‘ืœื™ ื”ื‘ื ื” ืฉืœื”ื, ืงืฉื” ืœื™ื™ืฆืจ ืชืฉืชื™ื•ืช/ืžื“ื“ื™ื ื•ืชื•ื‘ื ื•ืช ืจืœื•ื•ื ื˜ื™ื•ืช ื‘ื”ืžืฉืš. โœ๐Ÿฝ3 ื˜ื™ืคื™ื ืœืžื™ ืฉื”ื•ืœื›ืช ืœื”ื™ื•ืช ืืฉืช ื“ืื˜ื” ืจืืฉื•ื ื” ื‘ื—ื‘ืจื”โœ๐Ÿฝ

1- ืœื ื”ืœ ืฆื™ืจ ืชืงืฉื•ืจืช ืคืชื•ื— ืขื ืฆื•ื•ืชื™ ื”ืคื™ืชื•ื— ื•ื”ืžื•ืฆืจ - ืœื ื›ื•ืœื ืžื›ื™ืจื™ื ืืช ื”ืชืคืงื™ื“ ืฉืœืš. ืœื ื›ื•ืœื ื™ื•ื“ืขื™ื ืžื” ื›ืจื•ืš ื‘ืคื™ืชื•ื— ื“ืฉื‘ื•ืจื“/ื“ื•ื—/ืื ืœื™ื–ื” (ื›ืœื•ืžืจ, ืœื ื–ื” ืœื ื™ืงื— ืฉืขืชื™ื™ื ื•ืื ื™ืžื—ืงื•/ื™ืฉื‘ืจื• ืœืš ืฉื“ื•ืช ืื• ื˜ื‘ืœืื•ืช ื‘ืœื™ ืœืขื“ื›ืŸ ื™ื”ื™ื” ืœืš ืžื‘ืืก ืžืื•ื“ ืœื’ืœื•ืช ืืช ื–ื” ื‘ื“ื™ืขื‘ื“). ืžืžืœื™ืฆื” ืขืœ ื ื•ื”ืœ ืžืฉื•ืชืฃ ืฉืœ ืขื‘ื•ื“ื” ื‘ืžืงืจื” ืฉืœ ื”ืขืœืื” ืฉืœ ื˜ื‘ืœืื•ืช/ืกื›ืžื•ืช/ื“ืื˜ื” ื‘ื™ื™ืกื™ื ื—ื“ืฉื™ื/ืžื™ื’ืจืฆื™ื•ืช ืื• ืฉื™ื ื•ื™ื™ื ื’ื“ื•ืœื™ื ื‘ืชืฉืชื™ื•ืช ืžืฆื™ื“ื (ืœืžืฉืœ - ืขืจื•ืฅ ืกืœืืง ืฉื‘ื• ืžืขื“ื›ื ื™ื ืขืœ ื›ืšโ€ฆืืคืฉืจ ื’ื ื‘ืขืดืค ื›ืžื•ื‘ืŸ..ืื‘ืœ ื‘ืกืœืืง ื™ืฉ ื”ื™ืกื˜ื•ืจื™ื”).

2- ืœื ืœื‘ืฆืข ื”ื—ืœื˜ื•ืช ืขืœ ืžืขืจื›ืช BI/ื›ืœื™ื/ืชืฉืชื™ืช ื›ื™ ื”ืŸ ืงืœื•ืช - ืœืขืฉื•ืช ื‘ื“ื™ืงื” ื‘ืืžืช ืžืงื™ืคื” ืฉืœ ื”ืฆืจื›ื™ื, ื›ื™ ืื™ืŸ ื“ื‘ืจ ื™ื•ืชืจ ืžื‘ืืก ืžืžืขื‘ืจ ื ื•ืกืฃ ืœืžืขืจื›ืช/ื›ืœื™/ืชืฉืชื™ืช.. ืœื—ืฉื•ื‘ ืขืœ ื›ืœ ื”ื™ื•ืก-ืงื™ื™ืกื™ื ื•ืœื ืœื”ืชื‘ื™ื™ืฉ ืœื”ืชื™ื™ืขืฅ ืขื ืงื•ืœื’ื•ืช ื‘ืชืขืฉื™ื”!

3- ืœืคื ื™ ืฉืืช ื—ื•ืชืžืช ื•ืžืชื—ื™ืœื” ืชืคืงื™ื“ ื›ื–ื”, ืœื ืกื•ืช ืœื”ื‘ื™ืŸ ืืช ื”ืฆื™ืคื™ื•ืช ืฉืœ ื”ืžื ื”ืœื™ื ืฉืœืš - ื™ืฉ ืœื”ื ืจืงืข ื‘ืชื—ื•ื? ืื ืœื - ืื“ืจื‘ื ืœื‘ืจืจ ื‘ืืžืช ืžื” ื”ืฆื™ืคื™ื™ื” ืžืžืš ื•ืœืฉื“ืจ ื—ื–ืจื” ืฉื‘ืฉืœื‘ ืžืกื•ื™ื ืชื“ืจืฉื™ ืœืžืฉืื‘ื™ื (ืคื™ืชื•ื—, ืชืงืฆื™ื‘ ืœืจื›ื™ืฉืช ื›ืœื™ื/ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื•ืขื•ื“). ืœื, ืœื ื™ืงื— ืฉื ื” ืœืกื“ืจ ื”ื›ืœ ื•ืื– ืืช ื™ื›ื•ืœื” ืœื”ืชืงืคืœ. ื”ื“ืื˜ื” ืœื ืกื˜ื˜ื™, ื”ืžื•ืฆืจ ืžืชืคืชื— + ื›ืžื•ืช ื”ืœืงื•ื—ื•ืช ื’ื“ืœื” ื•ื›ื“ืื™ ืฉืืจื’ื•ืŸ ื”ื“ืื˜ื” ื™ืฆืžื— ื‘ื”ืชืื ืœืขื ื•ืช ืœืฆืจื›ื™ื ื”ืžืฉืชื ื™ื ื”ืืœื•. ืื ื”ื’ืขืชื ืขื“ ืœืคื”...ืžืงื•ื•ื” ืฉื—ื™ื“ืฉืชื™ ืžืฉื”ื• :) ืžื” ืคืกืคืกืชื™? ืžื” ืขื•ื“ ืชืžืœื™ืฆื•?


ืขืœ ื”ืžื—ื‘ืจืช:
ื ื™ืงื•ืœ ื”ืจืฉืงื•ื‘ื™ืฅ - ื‘ืขืœืช ืจืงืข ื‘ืขื•ืœืžื•ืช ื”ื“ืื˜ื”, ื”ืžืจืงื˜ื™ื ื’ ื•ื”ื™ื™ืขื•ืฅ ื”ืืกื˜ืจื˜ื’ื™. ืœืžื“ื” ืชื•ืืจ ืจืืฉื•ืŸ ื•ืฉื ื™ ื‘ืื•ื ื™ื‘ืจืกื™ื˜ืช ืชืœ ืื‘ื™ื‘ ื•ื”ื™ื•ื ืžื ื”ืœืช ืฆื•ื•ืชื™ BI Engineering & Analytics ื‘ื—ื‘ืจืช At-Bay. ื‘ื™ืŸ ื”ื™ืชืจ, ื”ื™ื ื” ืื—ืช ืžื”ืžื™ื™ืกื“ื•ืช ื”ืฉื•ืชืคื•ืช ืฉืœ ืงื”ื™ืœืช ื”ื“ืื˜ื” ืงื•ื•ื™ื ืก ืœื ืฉื™ื ื‘ืชื—ื•ื ื”ื“ืื˜ื” ื‘ืืจืฅ Data Queens.
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