ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ืฆื™ื™ื˜ ืคืืจืœืื ื’ื˜ ืฆื• ืœื™ื™ืขื ืขืŸ 11 ืžื™ื ื•ื˜

ืžื™ืจ ืื•ืŸ Gartner Square 2019 BI :)

ื“ืขืจ ืฆื™ืœ ืคื•ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ ืื™ื– ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื“ืจื™ื™ ืœื™ื“ื™ื ื’ BI ืคึผืœืึทื˜ืคืึธืจืžืก ื•ื•ืึธืก ื–ืขื ืขืŸ ืื™ืŸ ื“ื™ ืคื™ืจืขืจ ืคื•ืŸ ื“ื™ ื’ืึทืจื˜ื ืขืจ ืงื•ื•ืึทื“ืจืึทื ื˜:

- Power BI (Microsoft)
โ€” ื˜ืึทื‘ืœืขื˜
โ€” ื’ืœื™ืง

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 1. Gartner BI Magic Quadrant 2019

ืžื™ื™ึทืŸ ื ืึธืžืขืŸ ืื™ื– ืึทื ื“ืจื™ื™ ื–ืฉื“ืึทื ืึธื•ื•, ืื™ืš ื‘ื™ืŸ ื“ืขืจ ื”ื•ื™ืคึผื˜ ืคื•ืŸ ื“ืขืจ ืึทื ืึทืœื™ื˜ื™ืงืก ืึธืคึผื˜ื™ื™ืœื•ื ื’ ืื™ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ื’ืจื•ืคืข (www.analyticsgroup.ru). ืžื™ืจ ื‘ื•ื™ืขืŸ ื•ื•ื™ื–ืฉืึทื•ื•ืึทืœ ืจื™ืคึผืึธืจืฅ ืื•ื™ืฃ ืคึฟืึทืจืงื•ื™ืฃ, ืคืืจืงื•ื™ืคื•ื ื’, ืคื™ื ืึทื ืฆืŸ, ืœืึทื“ื–ืฉื™ืกื˜ื™ืงืก, ืื™ืŸ ืื ื“ืขืจืข ื•ื•ืขืจื˜ืขืจ, ืžื™ืจ ืคืึทืจืงื ืึทืกื˜ ืื™ืŸ ื’ืขืฉืขืคื˜ ืึทื ืึทืœื™ื˜ื™ืงืก ืื•ืŸ ื“ืึทื˜ืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ.

ืžื™ื™ึทืŸ ื—ื‘ืจื™ื ืื•ืŸ ืื™ืš ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืคืึทืจืฉื™ื“ืŸ BI ืคึผืœืึทื˜ืคืึธืจืžืก ืคึฟืึทืจ ืขื˜ืœืขื›ืข ื™ืึธืจืŸ. ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื–ื™ื™ืขืจ ื’ื•ื˜ ืคึผืจื•ื™ืขืงื˜ ื“ืขืจืคืึทืจื•ื ื’, ื•ื•ืึธืก ืึทืœืึทื•ื– ืื•ื ื“ื– ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ืคึผืœืึทื˜ืคืึธืจืžืก ืคึฟื•ืŸ ื“ื™ ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’ ืคื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก, ืึทื ืึทืœื™ืก, ื’ืขืฉืขืคื˜ ื ื™ืฆืขืจืก ืื•ืŸ ื™ืžืคึผืœืึทืžืขื ืขืจื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ.

ืžื™ืจ ื•ื•ืขืœืŸ ื”ืึธื‘ืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ืึทืจื˜ื™ืงืœ ื•ื•ืขื’ืŸ ืงืึทืžืคึผืขืจื™ื ื’ ืคึผืจื™ื™ืกื™ื– ืื•ืŸ ื•ื•ื™ื–ืฉืึทื•ื•ืึทืœ ืคึผืœืึทืŸ ืคื•ืŸ ื“ื™ BI ืกื™ืกื˜ืขืžืขืŸ, ืึทื–ื•ื™ ืžื™ืจ ื•ื•ืขืœืŸ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืึธืคึผืฉืึทืฆืŸ ื“ื™ ืกื™ืกื˜ืขืžืขืŸ ืคึฟื•ืŸ ื“ื™ ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’ ืคื•ืŸ ืึทืŸ ืึทื ืึทืœื™ืกื˜ ืื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจ.

ื–ืืœ ืก ื”ื•ื™ื›ืคึผื•ื ืงื˜ ืขื˜ืœืขื›ืข ื’ืขื‘ื™ื˜ืŸ ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก ืื•ืŸ ืึธืคึผืฉืึทืฆืŸ ื–ื™ื™ ืžื™ื˜ ืึท 3-ืคื•ื ื˜ ืกื™ืกื˜ืขื:

- ืคึผืึธื–ื™ืฆื™ืข ืฉื•ื•ืขืœ ืื•ืŸ ืจืขืงื•ื•ื™ืจืขืžืขื ืฅ ืคึฟืึทืจ ืึทืŸ ืึทื ืึทืœื™ืกื˜;
- ื“ืึทื˜ืŸ ืงื•ื•ืืœืŸ;
- ื“ืึทื˜ืŸ ืจื™ื™ื ื™ืงื•ื ื’, ETL (ืขืงืกื˜ืจืึทืงื˜, ื™ื‘ืขืจืžืึทื›ืŸ, ืžืึทืกืข)
- ื•ื•ื™ืกื•ืึทืœื™ื–ืึทื˜ื™ืึธื ืก ืื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’
- ืคึฟื™ืจืžืข ืกื•ื•ื™ื•ื•ืข - ืกืขืจื•ื•ืขืจ, ืจื™ืคึผืึธืจืฅ
- ืกื•ืคึผืคึผืึธืจื˜ ืคึฟืึทืจ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ื™ืกืขืก
- ืขืžื‘ืขื“ื™ื“ (ื’ืขื‘ื•ื™ื˜-ืื™ืŸ) ืึทื ืึทืœื™ื˜ื™ืงืก ืื™ืŸ ื“ืจื™ื˜-ืคึผืึทืจื˜ื™ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– / ื–ื™ื™ื˜ืœืขืš

1. ืคึผืึธื–ื™ืฆื™ืข ืฉื•ื•ืขืœ ืื•ืŸ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ ืคึฟืึทืจ ืึทืŸ ืึทื ืึทืœื™ืกื˜

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

Power BI

ืื™ืš ื•ื•ืข ื’ืขื–ืขืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ Power BI ื™ื•ื–ืขืจื– ื•ื•ืึธืก ื–ืขื ืขืŸ ื ื™ืฉื˜ IT ืคึผืจืึธืคืขืกืกื™ืึธื ืึทืœืก ืึธื‘ืขืจ ืงืขืŸ ืžืึทื›ืŸ ืึท ืฉื™ื™ืŸ ื’ื•ื˜ ื‘ืึทืจื™ื›ื˜. Power BI ื ื™ืฆื˜ ื“ื™ ื–ืขืœื‘ืข ืึธื ืคึฟืจืขื’ ืฉืคึผืจืึทืš ื•ื•ื™ Excel - Power Query ืื•ืŸ ื“ื™ DAX ืคืึธืจืžื•ืœืข ืฉืคึผืจืึทืš. ืคื™ืœืข ืึทื ืึทืœื™ืก ื•ื•ื™ืกืŸ ืขืงืกืกืขืœ ื’ืขื–ื•ื ื˜, ืึทื–ื•ื™ ื“ื™ ืกื•ื•ื™ื˜ืฉื™ื ื’ ืฆื• ื“ืขื BI ืกื™ืกื˜ืขื ืื™ื– ื’ืึทื ืฅ ื’ืจื™ื ื’ ืคึฟืึทืจ ื–ื™ื™.

ืจื•ื‘ึฟ ืึทืงืฉืึทื ื– ื–ืขื ืขืŸ ื’ืึทื ืฅ ื’ืจื™ื ื’ ืฆื• ื“ื•ืจื›ืคื™ืจืŸ ืื™ืŸ ื“ื™ ืึธื ืคึฟืจืขื’ ืจืขื“ืึทืงื˜ืึธืจ. ืคึผืœื•ืก ืขืก ืื™ื– ืึท ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืจืขื“ืึทืงื˜ืึธืจ ืžื™ื˜ ื“ื™ M ืฉืคึผืจืึทืš ืคึฟืึทืจ ืคึผืจืึธืคืขืกืกื™ืึธื ืึทืœืก.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 2. ืžืึทื›ื˜ ื‘ื™ื™ ืงื•ื•ืขืจื™ ื‘ื™ืœื“ืขืจ

ืงืœื™ืง ืกืขื ืก

Qlik Sense ืงื•ืงื˜ ื–ื™ื™ืขืจ ืคืจื™ื™ึทื ื“ืœืขืš - ืึท ืงืœื™ื™ืŸ ื ื•ืžืขืจ ืคื•ืŸ ืกืขื˜ื˜ื™ื ื’ืก, ืึท ืฉื ืขืœ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืฉืึทืคึฟืŸ ืึท ื‘ืึทืจื™ื›ื˜, ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ ื“ื™ ื“ืึทื˜ืŸ ืœืึธื“ืŸ ื“ื™ื–ื™ื™ื ืขืจ.

ืื™ืŸ ืขืจืฉื˜ืขืจ ืขืก ืžื™ื™ื ื˜ ืกื™ืžืคึผืœืขืจ ื•ื•ื™ Power BI ืื•ืŸ Tableau. ืื‘ืขืจ ืคื•ืŸ ื“ืขืจืคืึทืจื•ื ื’ ืื™ืš ื•ื•ืขืœ ื–ืึธื’ืŸ ืึทื– ื ืึธืš ืึท ื‘ืฉืขืช, ื•ื•ืขืŸ ื“ืขืจ ืึทื ืึทืœื™ืกื˜ ืงืจื™ื™ื™ืฅ ืึท ืคึผืึธืจ ืคื•ืŸ ืคึผืฉื•ื˜ ืจื™ืคึผืึธืจืฅ ืื•ืŸ ื“ืึทืจืฃ ืขืคึผืขืก ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜, ืขืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืคื™ื™ืกื˜ ืžื™ื˜ ื“ื™ ื ื•ื™ื˜ ืฆื• ืคึผืจืึธื’ืจืึทื.

Qlik ื”ืื˜ ืึท ื–ื™ื™ืขืจ ืฉื˜ืึทืจืง ืฉืคึผืจืึทืš ืคึฟืึทืจ ืœืึธื•ื“ื™ื ื’ ืื•ืŸ ืคึผืจืึทืกืขืกื™ื ื’ ื“ืึทื˜ืŸ. ืขืก ื”ืื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคืึธืจืžื•ืœืข ืฉืคึผืจืึทืš, ืกืขื˜ ืึทื ืึทืœื™ืกื™ืก. ื“ืขืจื™ื‘ืขืจ, ื“ืขืจ ืึทื ืึทืœื™ืกื˜ ืžื•ื–ืŸ ืงืขื ืขืŸ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ืคึฟืจืื’ืŸ ืื•ืŸ ืงืึทื ืขืงืฉืึทื ื–, ืฉื˜ืขืœืŸ ื“ืึทื˜ืŸ ืื™ืŸ ื•ื•ื™ืจื˜ื•ืึทืœ ื˜ื™ืฉืŸ ืื•ืŸ ืึทืงื˜ื™ื•ื•ืœื™ ื ื•ืฆืŸ ื•ื•ืขืจื™ืึทื‘ืึทืœื–. ื“ื™ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ ื“ืขืจ ืฉืคึผืจืึทืš ื–ืขื ืขืŸ ื–ื™ื™ืขืจ ื‘ืจื™ื™ื˜, ืึธื‘ืขืจ ืขืก ื•ื•ืขื˜ ื“ืึทืจืคืŸ ืœืขืจื ืขืŸ. ืžื™ืกื˜ืึธืžืข ืึทืœืข ื“ื™ Qlik ืึทื ืึทืœื™ืก ืื™ืš ื•ื•ื™ืกืŸ ื”ืึธื‘ืŸ ืึท ืžื™ืŸ ืคื•ืŸ ืขืจื ืกื˜ IT ื”ื™ื ื˜ืขืจื’ืจื•ื ื˜.

Qlik ื™ื ื˜ืึทื’ืจื™ื™ื˜ืขืจื–, ื•ื•ื™ ืื•ื ื“ื–, ืึธืคื˜ ื•ื•ื™ ืฆื• ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ื™ ืึทืกืกืึธืกื™ืึทื˜ื™ื•ื•ืข ืžืึธื“ืขืœ, ื•ื•ืขืŸ ืœืึธื•ื“ื™ื ื’ ื“ืึทื˜ืŸ, ืึทืœืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื™ ืื™ื– ื’ืขืฉื˜ืขืœื˜ ืื™ืŸ ื‘ืึทืจืึทืŸ, ืื•ืŸ ื“ื™ ืงืฉืจ ืฆื•ื•ื™ืฉืŸ ื“ื™ ื“ืึทื˜ืŸ ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ื“ื•ืจืš ื“ื™ ื™ื ืขืจืœืขืš ืžืขืงืึทื ื™ื–ืึทื ืคื•ืŸ ื“ืขืจ ืคึผืœืึทื˜ืคืึธืจืžืข. ืึทื– ื•ื•ืขืŸ ืกืึทืœืขืงื˜ื™ื ื’ ื•ื•ืึทืœื•ืขืก, ื™ื ืขืจืœืขืš ืกืึทื‘ืงื•ื•ืขืจื™ื– ื–ืขื ืขืŸ ื ื™ืฉื˜ ื’ืขื˜ืืŸ, ื•ื•ื™ ืื™ืŸ ืงืœืืกื™ืฉืข ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–. ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืฆื•ื’ืขืฉื˜ืขืœื˜ ื›ึผืžืขื˜ ื˜ื™ื™ืงืขืฃ ืจืขื›ื˜ ืฆื• ืคืึทืจ - ื™ื ื“ืขืงืกื˜ ื•ื•ืึทืœื•ืขืก ืื•ืŸ ื‘ืืฆื™ื•ื ื’ืขืŸ.

ืืžืช, ืื™ืŸ ืคื™ืจ ื“ืึธืก ืคื™ืจื˜ ืฆื• ื“ืขืจ ืฉืึทืคื•ื ื’ ืคื•ืŸ ืึธื˜ืึทืžืึทื˜ื™ืง ื˜ื™ืฉ ื“ื–ืฉื•ื™ื ืฅ ื•ื•ืขืŸ ื“ื™ ืคืขืœื“ ื ืขืžืขืŸ ื’ืœื™ื™ึทื›ืŸ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื˜ื™ืฉืŸ ืึธืŸ ืฉื™ื™ื›ื•ืช ื•ื•ืึธืก ื•ื•ืขื˜ ื”ืึธื‘ืŸ ื“ื™ ื–ืขืœื‘ืข ืคืขืœื“. ืื™ืจ ืžื•ื–ืŸ ื‘ืึทืงื•ืžืขืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืฆื• ื“ืขื. ืื™ืจ ืžื•ื–ืŸ ืึธื“ืขืจ ืจืขื ืึทืžืข ื“ื™ ืฉืคืืœื˜ืŸ ืื•ืŸ ืžืึทื›ืŸ ื–ื™ื›ืขืจ ืึทื– ื“ื™ ื ืขืžืขืŸ ื˜ืึธืŸ ื ื™ื˜ ื’ืœื™ื™ึทื›ืŸ, ืึธื“ืขืจ ืคืึทืจื‘ื™ื ื“ืŸ ืึทืœืข ื“ื™ ืคืึทืงื˜ ื˜ื™ืฉืŸ ืื™ืŸ ืื™ื™ืŸ ืื•ืŸ ืึทืจื•ืžืจื™ื ื’ืœืขืŸ ื–ื™ื™ ืžื™ื˜ ืฉื˜ืขืจืŸ-ื˜ื™ืคึผ ื“ื™ืจืขืงื˜ืขืจื™ื–. ืขืก ืื™ื– ืžื™ืกื˜ืึธืžืข ื‘ืึทืงื•ื•ืขื ืคึฟืึทืจ ื‘ื™ื’ื™ื ืขืจื–, ืึธื‘ืขืจ ืคึฟืึทืจ ื™ืงืกืคึผื™ืจื™ืึทื ืกื˜ ืึทื ืึทืœื™ืก ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ.

ื ื˜ื™ืคึผื™ืฉ ืฆื•ื‘ื™ื ื“ ืคึฟืึทืจ ืœืึธื•ื“ื™ื ื’ ืื•ืŸ ืคึผืจืึทืกืขืกื™ื ื’ ื“ืึทื˜ืŸ ืคึฟืึทืจ ืึทืŸ ืึทื ืึทืœื™ืกื˜ ืงื•ืงื˜ ื•ื•ื™ ื“ืึธืก.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 3. Qlik Sense ื“ืึทื˜ืŸ ืžืึทืกืข ืจืขื“ืึทืงื˜ืึธืจ, ืงืึทืœืขื ื“ืึทืจ ื˜ื™ืฉ

ื‘ืึทืžืขืจืงื•ื ื’: ืื™ืŸ Power BI ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืงื•ืงื˜ ืึทื ื“ืขืจืฉ, ืื™ืจ ืœืึธื–ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืคืึทืงื˜ ืื•ืŸ ืจืขืคึฟืขืจืขื ืฅ ื˜ื™ืฉืŸ, ืื™ืจ ืงืขื ืขืŸ ืžืึทื ื™ื•ืึทืœื™ ืคืึทืจื‘ื™ื ื“ืŸ ื˜ื™ืฉืŸ ืื™ืŸ ื“ื™ ืงืœืึทืกื™ืฉ ื•ื•ืขื’, ื“"ื”. ืื™ืš ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื“ื™ ืฉืคืืœื˜ืŸ ืฆื• ื™ืขื“ืขืจ ืื ื“ืขืจืขืจ ืžืึทื ื™ื•ืึทืœื™.

ื˜ื™ืฉ

ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืฉื˜ืขืœืŸ Tableau ื•ื•ื™ BI ืžื™ื˜ ืึท ื‘ืึทืงื•ื•ืขื ืื•ืŸ ืคืจื™ื™ึทื ื“ืœืขืš ืฆื•ื‘ื™ื ื“ ื•ื•ืึธืก ื•ื•ืขื˜ ืœืึธื–ืŸ ื“ื™ ืึทื ืึทืœื™ืกื˜ ื™ื ื“ื™ืคึผืขื ื“ืึทื ื˜ืœื™ ืœืขืจื ืขืŸ ื–ื™ื™ืขืจ ื“ืึทื˜ืŸ. ื™ืึธ, ืื™ืŸ ืื•ื ื“ื–ืขืจ ืคื™ืจืžืข ืขืก ื–ืขื ืขืŸ ืึทื ืึทืœื™ืก ื•ื•ืึธืก, ืึธืŸ ืขืก ื“ืขืจืคืึทืจื•ื ื’, ืงืขืŸ ืžืึทื›ืŸ ื–ื™ื™ืขืจ ืจื™ืคึผืึธืจืฅ. ืึธื‘ืขืจ ืื™ืš ื•ื•ืขืœ ื ื™ื“ืขืจื™ืงืขืจ ืžื™ื™ืŸ ืฉืึทืฅ ืคึฟืึทืจ ื˜ืึทื‘ืœืขืึทื• ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื•ืช:
โ€” ืฉืฐืื›ืข ืœืืงืืœื™ื–ืืฆื™ืข ืžื™ื˜ ืจื•ืกื™ืฉืขืจ ืฉืคืจืืš
- ื˜ืึทื‘ืœืขืึทื• ืึธื ืœื™ื™ืŸ ืกืขืจื•ื•ืขืจืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืœื™ื’ืŸ ืื™ืŸ ื“ื™ ืจื•ืกื™ืฉืข ืคืขื“ืขืจื™ื™ืฉืึทืŸ
- ื ืคืขืจืœื™ ืคึผืฉื•ื˜ ืžืึทืกืข ืงืึทื ืกื˜ืจืึทืงื˜ืขืจ ืกื˜ืึทืจืฅ ืฆื• ืคืึทืจืฉืึทืคืŸ ืคึผืจืึธื‘ืœืขืžืก ื•ื•ืขืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ื•ื™ืขืŸ ืึท ื’ืึทื ืฅ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ื“ืึทื˜ืŸ ืžืึธื“ืขืœ.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 4. ื˜ืึทื‘ืœืขืึทื• ื“ืึทื˜ืึท ืœืึธื•ื“ ื‘ื™ืœื“ืขืจ

ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืคึฟืจืื’ืŸ ื•ื•ืึธืก ืžื™ืจ ืคืจืขื’ืŸ ื˜ืึทื‘ืœืขืึทื• ืึทื ืึทืœื™ืก ื‘ืขืฉืึทืก ื™ื ื˜ืขืจื•ื•ื™ื•ื– ืื™ื– "ื•ื•ื™ ืฆื• ื‘ื•ื™ืขืŸ ืึท ืžืึธื“ืขืœ ืคื•ืŸ ืคืึทืงื˜ ื˜ื™ืฉืŸ ืžื™ื˜ ืจืขืคึฟืขืจืขื ืฅ ื˜ื™ืฉืŸ ืึธืŸ ืฉื˜ืขืœืŸ ืึทืœืฅ ืื™ืŸ ืึท ืื™ื™ืŸ ื˜ื™ืฉ?!" ื“ืึทื˜ืึท ื‘ืœืขื ื“ื™ื ื’ ืจื™ืงื•ื•ื™ื™ืขืจื– ืคืึทืจื˜ืจืึทื›ื˜ ื ื•ืฆืŸ. ืื™ืš ื”ืึธื‘ืŸ ืงืขืจืขืงื˜ืึทื“ ื“ืึทื˜ืŸ ื“ื•ืคึผืœื™ืงื™ื™ืฉืึทืŸ ืขืจืจืึธืจืก ืคื™ืœืข ืžืึธืœ ืฆื•ื•ื™ืฉืŸ ืžื™ื™ืŸ ืึทื ืึทืœื™ืก ื ืึธืš ืึทื–ืึท ืžืขืจื“ื–ืฉืขืจื–.

ืคึผืœื•ืก, ื˜ืึทื‘ืœืขืึทื• ื”ืื˜ ืึท ื’ืึทื ืฅ ื™ื™ื ืฆื™ืง ืกื™ืกื˜ืขื, ื•ื•ื• ืื™ืจ ืžืึทื›ืŸ ื™ืขื“ืขืจ ื˜ืฉืึทืจื˜ ืื•ื™ืฃ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื‘ืœืึทื˜, ืื•ืŸ ื“ืขืžืึธืœื˜ ืฉืึทืคึฟืŸ ืึท ื“ืึทืฉื‘ืึธืจื“, ื•ื•ื• ืื™ืจ ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ืฉื˜ืขืœืŸ ื“ื™ ื‘ืืฉืืคืŸ ืฉื™ืฅ. ื“ืขืจื ืึธืš ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืึท ืกื˜ืึธืจื™, ื“ืึธืก ืื™ื– ืึท ืงืึธืžื‘ื™ื ืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ืคืึทืจืฉื™ื“ืขื ืข ื“ืึทืฉื‘ืึธืึทืจื“ืก. ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืื™ืŸ Qlik ืื•ืŸ Power BI ืื™ื– ืกื™ืžืคึผืœืขืจ ืื™ืŸ ื“ืขื ืึทื›ื˜ื•ื ื’; ืื™ืจ ืžื™ื“ ื•ื•ืึทืจืคืŸ ื’ืจืึทืคื™ืง ื˜ืขืžืคึผืœืึทื˜ืขืก ืื•ื™ืฃ ื“ื™ ื‘ืœืึทื˜, ืฉื˜ืขืœืŸ ืžื™ื˜ืœืขืŸ ืื•ืŸ ืžืขื–ืฉืขืจืžืึทื ืฅ, ืื•ืŸ ื“ื™ ื“ืึทืฉื‘ืึธืจื“ ืื™ื– ื’ืจื™ื™ื˜. ืขืก ืžื™ื™ื ื˜ ืฆื• ืžื™ืจ ืึทื– ื“ื™ ืึทืจื‘ืขื˜ ืงืึธืก ืคึฟืึทืจ ืฆื•ื’ืจื™ื™ื˜ื•ื ื’ ืื™ืŸ ื˜ืึทื‘ืœืขืึทื• ื–ืขื ืขืŸ ื™ื ืงืจื™ืกื™ื ื’ ื•ื•ื™ื™ึทืœ ืคื•ืŸ ื“ืขื.

2. ื“ืึทื˜ืึท ืงื•ื•ืืœืŸ ืื•ืŸ ื“ืึทื•ื ืœืึธื•ื“ื™ื ื’

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ืขืก ืื™ื– ืงื™ื™ืŸ ืงืœืึธืจ ื’ืขื•ื•ื™ื ืขืจ ืื™ืŸ ื“ืขื ืึธืคึผื˜ื™ื™ืœื•ื ื’, ืึธื‘ืขืจ ืžื™ืจ ื•ื•ืขื˜ ื”ื•ื™ื›ืคึผื•ื ืงื˜ Qlik ื•ื•ื™ื™ึทืœ ืคื•ืŸ ืึท ืคึผืึธืจ ืคื•ืŸ ืคื™ื™ึทืŸ ืคึฟืขื™ึดืงื™ื™ื˜ืŸ.

ื˜ืึทื‘ืœืขืึทื• ืื™ืŸ ื“ืขืจ ืคืจื™ื™ ื•ื•ืขืจืกื™ืข ืื™ื– ืœื™ืžื™ื˜ืขื“ ืื™ืŸ ืžืงื•ืจื™ื, ืึธื‘ืขืจ ืื™ืŸ ืื•ื ื“ื–ืขืจ ืึทืจื˜ื™ืงืœืขืŸ ืžื™ืจ ืคืึธืงื•ืก ืžืขืจ ืื•ื™ืฃ ื’ืขืฉืขืคื˜, ืื•ืŸ ื’ืขืฉืขืคื˜ืŸ ืงืขื ืขืŸ ืคืึทืจื’ื™ื ืขื  ื–ื™ืš ื’ืขืฉืขืคื˜ ืคึผืจืึธื“ื•ืงื˜ืŸ ืื•ืŸ ืึทื ืึทืœื™ืก. ื“ืขืจื™ื‘ืขืจ, ื˜ืึทื‘ืœืขืึทื• ื”ืื˜ ื ื™ืฉื˜ ื ื™ื“ืขืจื™ืงืขืจ ื–ื™ื™ึทืŸ ืจืึทื ื’ ืคึฟืึทืจ ื“ืขื ืคึผืึทืจืึทืžืขื˜ืขืจ.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 5. ืจืฉื™ืžื” ืคื•ืŸ ืžืขื’ืœืขืš ื˜ืึทื‘ืœืขืึทื• ืงื•ื•ืืœืŸ

ืึทื ื“ืขืจืฉ, ื“ื™ ืจืฉื™ืžื” ืคื•ืŸ ืžืงื•ืจื™ื ืื™ื– ื™ืžืคึผืจืขืกื™ื•ื• ืื•ืžืขื˜ื•ื - ืึทืœืข ื˜ื™ืฉ ื˜ืขืงืขืก, ืึทืœืข ื ืึธืจืžืึทืœ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ื•ื•ืขื‘ ืงืึทื ืขืงืฉืึทื ื–, ืึทืœืฅ ืึทืจื‘ืขื˜ ืื•ืžืขื˜ื•ื. ืื™ืš ื”ืึธื‘ืŸ ื ื™ื˜ ื’ืขืคึผืœืึธื ื˜ืขืจื˜ ื ื™ื˜-ื ืึธืจืžืึทืœ ื“ืึทื˜ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ, ื–ื™ื™ ืงืขืŸ ื”ืึธื‘ืŸ ื–ื™ื™ืขืจ ืื™ื™ื’ืŸ ื ื•ืึทื ืกื™ื–, ืึธื‘ืขืจ ืื™ืŸ ืจื•ื‘ึฟ ืงืึทืกืขืก ืื™ืจ ื•ื•ืขื˜ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ืœืึธื•ื“ื™ื ื’ ื“ืึทื˜ืŸ. ื“ืขืจ ื‘ืœื•ื™ื– ื•ื™ืกื ืขื ืื™ื– 1C. ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ื“ื™ืจืขืงื˜ ืงืึทื ืขืงื˜ืขืจื– ืฆื• 1C.

Qlik ืคึผืึทืจื˜ื ืขืจืก ืื™ืŸ ืจื•ืกืœืึทื ื“ ืคืึทืจืงื•ื™ืคืŸ ื–ื™ื™ืขืจ ืื™ื™ื’ืขื ืข ืงืึทื ืขืงื˜ืขืจื– ืคึฟืึทืจ 100 - 000 ืจื•ื‘ืœ, ืึธื‘ืขืจ ืื™ืŸ ืจื•ื‘ึฟ ืงืึทืกืขืก ืขืก ืื™ื– ื˜ืฉื™ืคึผืขืจ ืฆื• ืžืึทื›ืŸ ื•ืคึผืœืึธืึทื“ืก ืคึฟื•ืŸ 200C ืฆื• ืคื˜ืคึผ ืฆื• ืขืงืกืกืขืœ ืึธื“ืขืจ ืึท ืกืงืœ ื“ืึทื˜ืึทื‘ื™ื™ืก. ืึธื“ืขืจ ืื™ืจ ืงืขื ืขืŸ ืึทืจื•ื™ืกื’ืขื‘ืŸ ืึท 000C ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ื™ืฃ ื“ื™ ื•ื•ืขื‘ ืื•ืŸ ืคืึทืจื‘ื™ื ื“ืŸ ืฆื• ืขืก ืžื™ื˜ ื“ื™ Odata ืคึผืจืึธื˜ืึธืงืึธืœ.

PowerBI ืื•ืŸ Tableau ืงืขื ืขืŸ ื˜ืึธืŸ ื“ืึธืก ื•ื•ื™ ืึท ื ืึธืจืžืึทืœ, ืึธื‘ืขืจ Qlik ื•ื•ืขื˜ ื‘ืขื˜ืŸ ืึท ื‘ืึทืฆืึธืœื˜ ืงืึทื ืขืงื˜ืขืจ, ืึทื–ื•ื™ ืขืก ืื™ื– ืื•ื™ืš ื’ืจื™ื ื’ืขืจ ืฆื• ื•ืคึผืœืึธืึทื“ ืขืก ืฆื• ืึท ื™ื ื˜ืขืจืžื™ื“ื™ื™ื˜ ื“ืึทื˜ืึทื‘ื™ื™ืก. ืื™ืŸ ืงื™ื™ืŸ ืคืึทืœ, ืึทืœืข ืงืฉืจ ื™ืฉื•ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ืกืึทืœื•ื•ื“.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 6. ืจืฉื™ืžื” ืคื•ืŸ ืžืขื’ืœืขืš Qlik Sense ืงื•ื•ืืœืŸ

ื“ืขืจืฆื•, ืขืก ืื™ื– ื›ื“ืื™ ืฆื• ื‘ืืžืขืจืงืŸ ืึท ืฉื˜ืจื™ืš ืคื•ืŸ Qlik ืึทื– ื–ื™ื™ ืฆื•ืฉื˜ืขืœืŸ ื‘ื™ื™ื“ืข ื‘ืึทืฆืึธืœื˜ ืื•ืŸ ืคืจื™ื™ ืงืึทื ืขืงื˜ืขืจื– ื•ื•ื™ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ืคึผืจืึธื“ื•ืงื˜.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 7. ื ืึธืš Qlik Sense ืงืึทื ืขืงื˜ืขืจื–

ืคึฟื•ืŸ ื“ืขืจืคืึทืจื•ื ื’, ืื™ืš ื•ื•ืขื˜ ืœื™ื™ื’ืŸ ืึทื– ืžื™ื˜ ื’ืจื•ื™ืก ื•ื•ืึทืœื™ื•ืžื– ืคื•ืŸ ื“ืึทื˜ืŸ ืึธื“ืขืจ ืคื™ืœืข ืงื•ื•ืืœืŸ, ืขืก ืื™ื– ื ื™ื˜ ืฉื˜ืขื ื“ื™ืง ืงืขื“ื™ื™ึทื™ืง ืฆื• ืžื™ื“ ืคืึทืจื‘ื™ื ื“ืŸ ื“ื™ BI ืกื™ืกื˜ืขื. ืขืจื ืกื˜ ืคึผืจืึทื“ื–ืฉืขืงืก ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ื ื•ืฆืŸ ืึท ื“ืึทื˜ืŸ ื•ื•ืขืจื›ืึทื•ืก, ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืžื™ื˜ ื“ืึทื˜ืŸ ืฉื•ื™ืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก, ืขื˜ืง. ืื™ืจ ืงืขื ื˜ ื ื™ืฉื˜ ื ืขืžืขืŸ ืื•ืŸ ืฆื•ืคึฟืขืœื™ืงืขืจ, ื–ืึธื’ืŸ, 1 ื‘ื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก ืื™ืŸ ืึท BI ืกื™ืกื˜ืขื. ื“ืึธ ืื™ืจ ืฉื•ื™ืŸ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืจืึทื›ื˜ืŸ ื“ื•ืจืš ื“ื™ ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ ืคื•ืŸ ื“ื™ ืœื™ื™ื–ื•ื ื’.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 8. ืžืึทื›ื˜ BI ื“ืึทื˜ืŸ ืงื•ื•ืืœืŸ

ืื‘ืขืจ ืคืืจื•ื•ืืก ืื™ื– Qlik ืื•ื™ืกื’ืขืฆื™ื™ื›ื ื˜? ืื™ืš ื˜ืึทืงืข ืœื™ื‘ 3 ื–ืื›ืŸ:
- QVD ื˜ืขืงืขืก
ืื™ื™ื’ืขื ืข ื“ืึทื˜ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืคึฟืึธืจืžืึทื˜. ืžืืœ ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ื‘ื•ื™ืขืŸ ืขืจื ืกื˜ ื’ืขืฉืขืคื˜ ืคึผืจืึทื“ื–ืฉืขืงืก ื‘ืœื•ื™ื– ืื•ื™ืฃ QVD ื˜ืขืงืขืก. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื“ืขืจ ืขืจืฉื˜ืขืจ ืžื“ืจื’ื” ืื™ื– ืจื•ื™ ื“ืึทื˜ืŸ. ื“ื™ ืจื’ืข ืžื“ืจื’ื” ืื™ื– ืคึผืจืึทืกืขืกื˜ ื˜ืขืงืขืก. ื“ื™ ื“ืจื™ื˜ ืฉื˜ืึทืคึผืœ ืื™ื– ืึทื’ื’ืจืขื’ืึทื˜ืขื“ ื“ืึทื˜ืŸ, ืืื–"ื• ื•. ื“ื™ ื˜ืขืงืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื™ื ื˜ ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–, ืื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืขืžืคึผืœื•ื™ื™ื– ืื•ืŸ ื‘ืึทื“ื™ื ื•ื ื’ืก ืงืขืŸ ื–ื™ื™ืŸ ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ืคึฟืึทืจ ื–ื™ื™. ื“ื™ ืืจืืคืงืืคื™ืข ื’ื™ื›ืงื™ื™ึทื˜ ืคื•ืŸ ืึทื–ืึท ื˜ืขืงืขืก ืื™ื– ืฆืขืŸ ืžืืœ ืคืึทืกื˜ืขืจ ื•ื•ื™ ืคื•ืŸ ืงืึทื ื•ื•ืขื ืฉืึทื ืึทืœ ื“ืึทื˜ืŸ ืงื•ื•ืืœืŸ. ื“ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืฉืคึผืึธืจืŸ ืื•ื™ืฃ ื“ืึทื˜ืึทื‘ื™ื™ืก ืงืึธืก ืื•ืŸ ื˜ื™ื™ืœืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืฆื•ื•ื™ืฉืŸ ืคืึทืจืฉื™ื“ืขื ืข Qlik ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–.

- ื™ื ืงืจืขืžืขื ื˜ืึทืœ ื“ืึทื˜ืŸ ืœืึธื•ื“ื™ื ื’
ื™ืึธ, Power BI ืื•ืŸ Tableau ืงืขื ืขืŸ ืื•ื™ืš ื˜ืึธืŸ ื“ืึธืก. ืึธื‘ืขืจ Power BI ืจื™ืงื•ื•ื™ื™ืขืจื– ืึท ื˜ื™ื™ึทืขืจ ืคึผืจืขืžื™ื•ื ื•ื•ืขืจืกื™ืข, ืื•ืŸ ื˜ืึทื‘ืœืขืึทื• ื”ืื˜ ื ื™ืฉื˜ ื“ื™ ื‘ื™ื™ื’ื™ืงื™ื™ื˜ ืคื•ืŸ Qlik. ืื™ืŸ Qlik, ื ื™ืฆืŸ QVD ื˜ืขืงืขืก, ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืกื ืึทืคึผืฉืึทืฅ ืคื•ืŸ ืกื™ืกื˜ืขืžืขืŸ ืื™ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืฆื™ื™ื˜ ืื•ืŸ ื“ืขืจื ืึธืš ืคึผืจืึธืฆืขืก ื“ื™ ื“ืึทื˜ืŸ ื•ื•ื™ ืื™ืจ ื•ื•ื™ืœื˜.

โ€” ืคืืจื‘ื™ื ื“ืŸ ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืงืข ืฉืจื™ืคื˜ืŸ
ืื™ืŸ ืึทื“ื™ืฉืึทืŸ ืฆื• QVD ื˜ืขืงืขืก ืคึฟืึทืจ ืกื˜ืึธืจื™ื ื’ ื“ืึทื˜ืŸ, ืื™ืŸ Qlik ื“ื™ ืฉืจื™ืคื˜ ืงืึธื“ ืงืขื ืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ื’ืขื ื•ืžืขืŸ ืึทืจื•ื™ืก ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืื•ืŸ ื™ื ืงืœื•ื“ืขื“ ืžื™ื˜ ื“ื™ ื™ื ืงืœื•ื“ืข ื‘ืึทืคึฟืขืœ. ื“ืึธืก ืฉื•ื™ืŸ ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืึธืจื’ืึทื ื™ื–ื™ืจืŸ ืžืึทื ืฉืึทืคึฟื˜ ืึทืจื‘ืขื˜, ื ื•ืฆืŸ ื•ื•ืขืจืกื™ืข ืงืึธื ื˜ืจืึธืœ ืกื™ืกื˜ืขืžืขืŸ ืื•ืŸ ืคื™ืจืŸ ืึท ืื™ื™ืŸ ืงืึธื“ ืคึฟืึทืจ ืคืึทืจืฉื™ื“ืขื ืข ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–. Power BI ื”ืื˜ ืึท ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืึธื ืคึฟืจืขื’ ืจืขื“ืึทืงื˜ืึธืจ, ืึธื‘ืขืจ ืžื™ืจ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื‘ื™ื›ื•ืœืช ืฆื• ืฉื˜ืขืœืŸ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ืึทืจื‘ืขื˜ ื•ื•ื™ ืื™ืŸ Qlik. ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ืึทืœืข BI ื”ืึธื‘ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ื˜ ื“ืขื; ืขืก ืื™ื– ืคืฉื•ื˜ ืื•ืžืžืขื’ืœืขืš ืฆื• ืกื™ื™ืžืึทืœื˜ื™ื™ื ื™ืึทืกืœื™ ืคื™ืจืŸ ื“ืึทื˜ืŸ, ืงืึธื“ ืื•ืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทื ื– ืื™ืŸ ืึทืœืข ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืคึฟื•ืŸ ืื™ื™ืŸ ืึธืจื˜. ื“ื™ ืžืขืจืกื˜ ื•ื•ืึธืก ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื˜ืึธืŸ ืื™ื– ื’ืขื•ื•ืขืŸ ืขืงืกื˜ืจืึทืงื˜ ื“ื™ QVD ื˜ืขืงืขืก ืื•ืŸ ืฉืจื™ืคื˜ ืงืึธื“. ื•ื•ื™ืกื•ืึทืœ ืขืœืขืžืขื ื˜ืŸ ืžื•ื–ืŸ ื–ื™ื™ืŸ ืขื“ื™ื˜ื™ื“ ืื™ืŸ ื“ื™ ืจื™ืคึผืึธืจืฅ ื–ื™ืš, ื•ื•ืึธืก ื˜ื•ื˜ ื ื™ืฉื˜ ืœืึธื–ืŸ ืื•ื ื“ื– ืฆื• ืžืึทืกื™ื•ื•ืœื™ ื˜ื•ื™ืฉืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทื ื– ืคึฟืึทืจ ืึทืœืข ืงืœื™ื™ืึทื ืฅ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜.

ืึธื‘ืขืจ ื•ื•ืึธืก ื•ื•ืขื’ืŸ ืึทื–ืึท ืึท ืžืขืงืึทื ื™ื–ืึทื ื•ื•ื™ ืœื™ื™ื•ื• ืงืฉืจ? Tableau ืื•ืŸ Power BI ืฉื˜ื™ืฆืŸ LIVE ืงืึทื ืขืงื˜ื™ื•ื•ื™ื˜ื™ ืฆื• ืึท ืงื™ื™ื˜ ืคื•ืŸ ืงื•ื•ืืœืŸ, ื ื™ื˜ ืขื ืœืขืš Qlik. ืžื™ืจ ื–ืขื ืขืŸ ื’ืึทื ืฅ ื’ืœื™ื™ึทื›ื’ื™ืœื˜ื™ืง ืฆื• ื“ืขื ืฉื˜ืจื™ืš, ื•ื•ื™ื™ึทืœ ... ืคื™ืจ ื•ื•ื™ื™ื–ื˜ ืึทื– ื•ื•ืขืŸ ืขืก ืงื•ืžื˜ ืฆื• ื’ืจื•ื™ืก ื“ืึทื˜ืŸ, ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืึท ืœื™ื™ื•ื• ืงืฉืจ ืื™ื– ืคืฉื•ื˜ ืื•ืžืžืขื’ืœืขืš. ืื•ืŸ BI ืื™ืŸ ืจื•ื‘ึฟ ืงืึทืกืขืก ืื™ื– ื“ืืจืฃ ืคึฟืึทืจ ื’ืจื•ื™ืก ื“ืึทื˜ืŸ.

3. ื“ืึทื˜ืŸ ืจื™ื™ื ื™ืงื•ื ื’, ืขื˜ืœ (ืขืงืกื˜ืจืึทืงื˜, ื™ื‘ืขืจืžืึทื›ืŸ, ืžืึทืกืข)

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ืื™ืŸ ื“ืขื ืึธืคึผื˜ื™ื™ืœื•ื ื’ ืื™ืš ื”ืึธื‘ืŸ 2 ืคื™ืจืขืจ, Qlik Sense ืื•ืŸ Power Bi.
ื–ืืœ ืก ื ืึธืจ ื–ืึธื’ืŸ ืึทื– Qlik ืื™ื– ืฉื˜ืึทืจืง ืึธื‘ืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜. ืึทืžืึธืœ ืื™ืจ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื–ื™ื™ืขืจ SQL-ื•ื•ื™ ืฉืคึผืจืึทืš, ืื™ืจ ืงืขื ืขืŸ ื˜ืึธืŸ ื›ึผืžืขื˜ ืึทืœืฅ - ื•ื•ื™ืจื˜ื•ืึทืœ ื˜ื™ืฉืŸ, ื“ื–ืฉื•ื™ื ืฅ ืื•ืŸ ื“ื–ืฉื•ื™ื ืฅ ืคื•ืŸ ื˜ื™ืฉืŸ, ืฉืœื™ื™ืฃ ื“ื•ืจืš ื“ื™ ื˜ื™ืฉ ืื•ืŸ ื“ื–ืฉืขื ืขืจื™ื™ื˜ ื ื™ื™ึท ื˜ื™ืฉืŸ, ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ืงืึทืžืึทื ื“ื– ืคึฟืึทืจ ืคึผืจืึทืกืขืกื™ื ื’ ืจืึธื•ื–. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืึท ืคืขืœื“ ืื™ืŸ 1 ืฆืขืœ ื•ื•ืึธืก ืื™ื– ืึธื ื’ืขืคื™ืœื˜ ืžื™ื˜ ื“ืึทื˜ืŸ ื•ื•ื™ "ื™ื•ื•ืึทื ืึธื•ื• 851 ื‘ืขืœื™" ืื•ื™ืฃ ื“ื™ ืคืœื™ืขืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื“ื™ืงืึทืžืคึผืึธื•ื–ื“ ื ื™ื˜ ื‘ืœื•ื™ื– ืื™ืŸ 3 ืฉืคืืœื˜ืŸ (ื•ื•ื™ ืึทืœืขืžืขืŸ ืงืขื ืขืŸ ื˜ืึธืŸ), ืึธื‘ืขืจ ืื•ื™ืš ืื™ืŸ 3 ืจืึธื•ื– ืื™ืŸ ืึทืžืึธืœ, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ. ืขืก ืื™ื– ืื•ื™ืš ื’ืจื™ื ื’ ืฆื• ื˜ืึธืŸ ื“ื™ ื–ืขืœื‘ืข ื–ืึทืš ืื•ื™ืฃ ื“ื™ ืคืœื™ืขืŸ: ืงืึทืžื‘ื™ื™ื ื™ื ื’ 3 ืฉื•ืจื•ืช ืื™ืŸ 1.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 9. ื•ื•ื™ ืฆื• ืœืึธื“ืŸ ืื•ืŸ ื˜ืจืึทื ืกืคึผืึธืกื™ืจืŸ ืึท ื˜ื™ืฉ ืื™ืŸ Qlik Sense ืคึฟื•ืŸ Google ืฉื™ืฅ

Power BI ืกื™ืžืคึผืœืขืจ ืื™ืŸ ื“ืขื ืึทื›ื˜ื•ื ื’, ืึธื‘ืขืจ ืจื•ื‘ึฟ ืคึผืจืึธื‘ืœืขืžืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืœื™ื™ื›ื˜ ืกืึทืœื•ื•ื“ ื“ื•ืจืš ื“ื™ ืึธื ืคึฟืจืขื’ ื“ื™ื–ื™ื™ื ืขืจ. ืื™ืš ืฉื˜ืขืœืŸ ืึท ื ื•ืžืขืจ ืคื•ืŸ ืคึผืึทืจืึทืžืขื˜ืขืจืก, ื˜ืจืึทื ืกืคึผืึธืกืขื“ ื“ื™ ื˜ื™ืฉ, ื’ืขืืจื‘ืขื˜ ืื•ื™ืฃ ื“ื™ ื“ืึทื˜ืŸ, ืื•ืŸ ืึทืœืข ื“ืขื ืึธืŸ ืึท ืื™ื™ืŸ ืฉื•ืจื” ืคื•ืŸ ืงืึธื“.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 10. ื•ื•ื™ ืฆื• ืžืึทืกืข ืื•ืŸ ื˜ืจืึทื ืกืคึผืึธืกื™ืจืŸ ืึท ื˜ื™ืฉ ืื™ืŸ Power BI ืคึฟื•ืŸ AmoCRM

ื˜ืึทื‘ืœืขื• ืžื™ื™ื ื˜ ืฆื• ืžื™ืจ ืฆื• ื”ืึธื‘ืŸ ืึท ืึทื ื“ืขืจืฉ ื™ื“ืขืึธืœืึธื’ื™ืข. ื–ื™ื™ ื–ืขื ืขืŸ ืžืขืจ ื•ื•ืขื’ืŸ ืฉื™ื™ื ืงื™ื™ื˜ ืื•ืŸ ืคึผืœืึทืŸ. ืขืก ืžื™ื™ื ื˜ ื–ื™ื™ืขืจ ืฉื•ื•ืขืจ ืฆื• ืคืึทืจื‘ื™ื ื“ืŸ ืึท ื‘ื™ื ื˜ืœ ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ืงื•ื•ืืœืŸ, ืคืึทืจื‘ื™ื ื“ืŸ ื–ื™ื™ ืึทืœืข ืื•ืŸ ืคึผืจืึธืฆืขืก ื–ื™ื™ ื™ืŸ ื˜ืึทื‘ืœืขืึทื•. ืื™ืŸ ื’ืขืฉืขืคื˜ ืคึผืจืึทื“ื–ืฉืขืงืก, ืื™ืŸ ืจื•ื‘ึฟ ืงืึทืกืขืก, ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืฉื•ื™ืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืื•ืŸ ืึทืงื™ื•ืžื™ืึทืœื™ื™ื˜ื™ื“ ืคึฟืึทืจ ื˜ืึทื‘ืœืขืึทื• ืื™ืŸ ื•ื•ืขืจื›ืึทื•ืกื™ื– ืื•ืŸ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 11. ื•ื•ื™ ืฆื• ืžืึทืกืข ืื•ืŸ ื˜ืจืึทื ืกืคึผืึธืกื™ืจืŸ ืึท ื˜ื™ืฉ ืื™ืŸ ื˜ืึทื‘ืœืขืึทื•

4. ื•ื•ื™ืกื•ืึทืœื™ื–ืึทื˜ื™ืึธื ืก

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ืื™ืŸ ื“ืขื ืึธืคึผื˜ื™ื™ืœื•ื ื’ ืžื™ืจ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ื”ื•ื™ื›ืคึผื•ื ืงื˜ ื“ื™ ืคื™ืจืขืจ. ืžื™ืจ ื•ื•ืขืœืŸ ื”ืึธื‘ืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ืึทืจื˜ื™ืงืœ ื•ื•ื•, ื ื™ืฆืŸ ื“ืขื ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ืื™ื™ืŸ ืคืึทืœ, ืžื™ืจ ื•ื•ืขืœืŸ ื•ื•ื™ื™ึทื–ืŸ ื“ื™ ื–ืขืœื‘ืข ื‘ืึทืจื™ื›ื˜ ืื™ืŸ ืึทืœืข 3 ืกื™ืกื˜ืขืžืขืŸ (ืึทืจื˜ื™ืงืœ "ืึทื ืึทืœื™ื˜ื™ืงืก ืคื•ืŸ ื’ืขืจืœื– ืžื™ื˜ ื ื™ื“ืขืจื™ืง ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ืคึฟืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขื›ืงื™ื™ื˜"). ืขืก ืื™ื– ืžืขืจ ืึท ืขื ื™ืŸ ืคื•ืŸ ื’ืขืฉืžืึทืง ืื•ืŸ ื‘ืงื™ืขืก ืคื•ืŸ ื“ื™ ืึทื ืึทืœื™ืกื˜. ืื•ื™ืฃ ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ ืื™ืจ ืงืขื ืขืŸ ื’ืขืคึฟื™ื ืขืŸ ื–ื™ื™ืขืจ ืฉื™ื™ืŸ ื‘ื™ืœื“ืขืจ ื’ืขื‘ื•ื™ื˜ ืื•ื™ืฃ ื“ืขืจ ื‘ืื–ืข ืคื•ืŸ โ€‹โ€‹ืงื™ื™ืŸ ืคื•ืŸ ื“ื™ ืกื™ืกื˜ืขืžืขืŸ. ื“ื™ ื™ืงืขืจื“ื™ืง ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ื–ืขื ืขืŸ ื‘ืขืขืจืขืš ื“ื™ ื–ืขืœื‘ืข ืคึฟืึทืจ ืึทืœืขืžืขืŸ. ื“ื™ ืžื ื•ื—ื” ืื™ื– ืกืึทืœื•ื•ื“ ื ื™ืฆืŸ ืขืงืกื˜ืขื ืกืึธื ืก. ืขืก ื–ืขื ืขืŸ ื‘ืึทืฆืึธืœื˜ ืื•ืŸ ืคึฟืจื™ื™ึท ืึธื ืขืก. ืขืก ื–ืขื ืขืŸ ื™ืงืกื˜ืขื ืฉืึทื ื– ืคื•ืŸ ื“ื™ ื•ื•ืขื ื“ืึธืจืก ื–ื™ืš, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ืคื•ืŸ ืคืจื™ืœืึทื ืกืขืจื– ืื•ืŸ ื™ื ื˜ืึทื’ืจื™ื™ื˜ืขืจื–. ืื™ืจ ืงืขื ืขืŸ ืฉืจื™ื™ึทื‘ืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืคืึทืจืœืขื ื’ืขืจื•ื ื’ ืคึฟืึทืจ ืงื™ื™ืŸ ืคึผืœืึทื˜ืคืึธืจืžืข.

ืื™ืš ืœื™ื™ืงื˜ ื“ื™ ืกื˜ื™ืœ ืคื•ืŸ ื˜ืึทื‘ืœืขืึทื•, ืื™ืš ื˜ืจืึทื›ื˜ืŸ ืขืก ืื™ื– ืฉื˜ืจืขื ื’ ืื•ืŸ ืคึฟื™ืจืžืข. ืึธื‘ืขืจ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืึท ื˜ืึทืงืข ืฉื™ื™ืŸ ื‘ื™ืœื“ ืื™ืŸ ื˜ืึทื‘ืœืขืึทื• ืื™ื– ืฉื•ื•ืขืจ. ืึท ื•ื™ืกื’ืขืฆื™ื™ื›ื ื˜ ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ืึท ื˜ืึทื‘ืœืขืึทื• ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืžื™ื˜ ื‘ืœื•ื™ื– ื™ืงืกื˜ืขื ืฉืึทื ื–. ืื™ืš ืงืขืŸ ื ื™ืฉื˜ ืื™ื‘ืขืจื—ื–ืจืŸ ื“ืขื ื•ื•ื™ื™ึทืœ ... ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ื“ื™ ื™ืงืกื˜ืขื ืฉืึทื ื–, ืึธื‘ืขืจ ืขืก ืงื•ืงื˜ ืคื™ื™ึทืŸ.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 12. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ ื˜ืึทื‘ืœืขืึทื• ืจื™ืคึผืึธืจืฅ ืžื™ื˜ ื™ืงืกื˜ืขื ืฉืึทื ื–

Power BI ืงืขื ืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ื˜ืฉื™ืงืึทื•ื•ืข.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 13. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ ืžืึทื›ื˜ ื‘ื™ืง ืขืงืกื˜ืขื ืกื™ืึธื ืก ืจื™ืคึผืึธืจืฅ

ื“ืขืจ ื‘ืœื•ื™ื– ื–ืึทืš ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืขื’ืŸ Power BI ืื™ื– ื•ื•ืึธืก ื–ื™ื™ ื”ืึธื‘ืŸ ืึทื–ืึท ืžืึธื“ื ืข ืคืขืœื™ืงื™ื™ึทื˜ ืคืืจื‘ืŸ. ืื•ื™ืฃ ืงื™ื™ืŸ ื˜ืฉืึทืจื˜, ืื™ืš ื‘ื™ืŸ ื’ืขืฆื•ื•ื•ื ื’ืขืŸ ืฆื• ื˜ื•ื™ืฉืŸ ื“ื™ ืงืึธืœื™ืจ ืฆื• ืžื™ื™ืŸ ื‘ืจืึทื ื“ื™ื“, ืคึฟื™ืจืžืข ืื™ื™ื ืขืจ ืื•ืŸ ืื™ืš ื‘ื™ืŸ ืกืึทืคึผืจื™ื™ื–ื“ ื“ื•ืจืš ื“ื™ ื ืึธืจืžืึทืœ ืงืึทืœืขืจื™ื ื’.

Qlik Sense ื“ืขืคึผืขื ื“ืก ืื•ื™ืš ืื•ื™ืฃ ืขืงืกื˜ืขื ืกื™ืึธื ืก. ื ื™ืฆืŸ ืึทื“ื™ืฉืึทื ื– ืงืขื ืขืŸ ื˜ื•ื™ืฉืŸ ืจื™ืคึผืึธืจืฅ ื•ื•ื™ื™ึทื˜ืขืจ ืคื•ืŸ ื“ืขืจืงืขื ื•ื ื’. ืื™ืจ ืงืขื ื˜ ืื•ื™ืš ืœื™ื™ื’ืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื˜ืขืžืข ืื•ืŸ ืคึผืœืึทืŸ.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 14. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ Qlik Sense ืจื™ืคึผืึธืจืฅ ืžื™ื˜ ืขืงืกื˜ืขื ืกื™ืึธื ืก

ืคึฟื•ืŸ ืึท ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืก ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’, ืื™ืš ื‘ืขืกืขืจ Qlik Sense ื•ื•ื™ื™ึทืœ ืคื•ืŸ ื“ื™ ื ืึธืจืžืึทืœ ืึธืคึผืฆื™ืขืก ืึทื–ืึท ื•ื•ื™ ืึธืœื˜ืขืจื ืึทื˜ื™ื•ื• ื“ื™ืžืขื ืฉืึทื ื– ืื•ืŸ ืžื™ื˜ืœืขืŸ. ืื™ืจ ืงืขื ืขืŸ ืฉื˜ืขืœืŸ ืขื˜ืœืขื›ืข ื“ื™ืžืขื ืฉืึทื ื– ืื•ืŸ ืžื™ื˜ืœืขืŸ ืื™ืŸ ื“ื™ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืกืขื˜ื˜ื™ื ื’ืก, ืื•ืŸ ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ืฉื˜ืขืœืŸ ื•ื•ืึธืก ืขืจ ื–ืึธืœ ืงื•ืงืŸ ืื™ืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื˜ืฉืึทืจื˜.

ืื™ืŸ Power Bi ืื•ืŸ Tableau, ืื™ืš ื”ืึธื‘ืŸ ืฆื• ืงืึทื ืคื™ื’ื™ืขืจ ืคึผืึทืจืึทืžืขื˜ืขืจืก, ืงื ืขืคึผืœืขืš, ืคึผืจืึธื’ืจืึทื ื“ื™ ื ืึทื˜ื•ืจ ืคื•ืŸ ื“ื™ ืกื™ืกื˜ืขื ื“ื™ืคึผืขื ื“ื™ื ื’ ืื•ื™ืฃ ื“ื™ ืคึผืึทืจืึทืžืขื˜ืขืจืก. ืื™ืš ื•ื•ื•ื ื“ืขืจ ื•ื•ืึธืก ืขืก ืื™ื– ืึทื–ื•ื™ ืฉื•ื•ืขืจ. ื“ื™ ื–ืขืœื‘ืข ื–ืึทืš ืžื™ื˜ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ื˜ื•ื™ืฉืŸ ื“ืขื ื˜ื™ืคึผ ืคื•ืŸ ื•ื•ื™ืœืึทื–ื™ื™ืฉืึทืŸ.

ืื™ืŸ Qlik ืื™ืจ ืงืขื ืขืŸ ื‘ืึทื”ืึทืœื˜ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื˜ื™ื™ืคึผืก ืคื•ืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทื ื– ืื™ืŸ ืื™ื™ืŸ ื›ื™ื™ืคืขืฅ, ืึธื‘ืขืจ ืื™ืŸ Power BI ืื•ืŸ Tableau ื“ืึธืก ืื™ื– ืžืขืจ ืฉื•ื•ืขืจ. ื•ื•ื™ื“ืขืจ, ื“ืึธืก ื“ืขืคึผืขื ื“ืก ืžืขืจ ืื•ื™ืฃ ื“ื™ ืกืงื™ืœื– ืคื•ืŸ ื“ื™ ืคึผืขืจืคืึธืจืžืขืจ. ืื™ืจ ืงืขื ืขืŸ ืžืึทื›ืŸ ืึท ืžื™ื™ึทืกื˜ืขืจื•ื•ืขืจืง ืื™ืŸ ืงื™ื™ืŸ ืกื™ืกื˜ืขื, ืึธื‘ืขืจ ืึธืŸ ื“ืขืจืคืึทืจื•ื ื’ ืื™ืจ ื•ื•ืขื˜ ืกื•ืฃ ืึทืจื•ื™ืฃ ืžื™ื˜ ื™ื ืขืงืกืคึผืจืขืกืกื™ื•ื•ืข ื’ืจืึทืคื™ืงืก ืื•ืžืขื˜ื•ื.

5. ืคึฟื™ืจืžืข ืกื•ื•ื™ื•ื•ืข - ืกืขืจื•ื•ืขืจ, ืจื™ืคึผืึธืจืฅ

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ืึทืœืข ืคึผืจืึธื“ื•ืงื˜ืŸ ื”ืึธื‘ืŸ ืคึฟื™ืจืžืข ืกืขืจื•ื•ืขืจ ื•ื•ืขืจืกื™ืขืก. ืื™ืš ื”ืื‘ ื’ืขืืจื‘ืขื˜ ืžื™ื˜ ืึทืœืข ืื•ื™ืกื’ืื‘ืขืก ืื•ืŸ ืื™ืš ืงืขื ืขืŸ ื–ืึธื’ืŸ ืึทื– ื–ื™ื™ ืึทืœืข ื”ืึธื‘ืŸ ืฉื˜ืึทืจืงื™ื™ื˜ ืื•ืŸ ื•ื•ื™ืงื ืึทืกืึทื–. ื“ื™ ื‘ืจื™ืจื” ืคื•ืŸ ืคึผืจืึธื“ื•ืงื˜ ื–ืึธืœ ื–ื™ื™ืŸ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ื™ืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืจืขืงื•ื•ื™ืจืขืžืขื ืฅ, ื’ืขื ื•ืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ื–ื™ื™ืขืจ ื ื•ืึทื ืกื™ื–. ื›ืœ ื•ื•ืขื ื“ืึธืจืก ืงืขื ืขืŸ ื‘ืึทืฉื˜ื™ืžืขืŸ ืจืขื›ื˜ ื‘ื™ื™ื“ืข ืื•ื™ืฃ ื“ื™ ื—ืฉื‘ื•ืŸ ืื•ืŸ ื’ืจื•ืคึผืข ืžื“ืจื’ื”, ืื•ืŸ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึท ืจืึธื•ื• ืœืขื•ื•ืขืœ ื–ื™ื›ืขืจื”ื™ื™ื˜. ืึธื˜ืึทืžืึทื˜ื™ืง ืึทืคึผื“ื™ื™ื˜ื™ื ื’ ืคื•ืŸ ืจื™ืคึผืึธืจืฅ ืื•ื™ืฃ ืึท ืคึผืœืึทืŸ ืื™ื– ื‘ื ื™ืžืฆื.

Qlik Sense Enterprise ืื™ื– ืึท ื’ืจื•ื™ืก ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ื‘ื•ื™ืขืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ืื™ืŸ ื“ื™ื™ืŸ ืึธืจื’ืึทื ื™ื–ืึทืฆื™ืข ืคึฟืึทืจ ืžื™ื˜ืœ-ืกื™ื™ื–ื“ ื’ืขืฉืขืคื˜ืŸ. ื“ืึธืก ืงืขืŸ ื•ื™ืกืงื•ืžืขืŸ ืžืขืจ ื˜ื™ื™ึทืขืจ ื•ื•ื™ Power BI Pro, ืึธื‘ืขืจ ื˜ืึธืŸ ื ื™ื˜ ืคืึทืจื’ืขืกืŸ ืึทื– Power BI Pro ืกืขืจื•ื•ืขืจืก ื–ืขื ืขืŸ ืœื™ื’ืŸ ืื™ืŸ ื“ื™ ื•ื•ืึธืœืงืŸ ืื•ื™ืฃ ืžื™ืงืจืึธืกืึธืคื˜ ื˜ืขืจื™ื˜ืึธืจื™ืข ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ื”ืฉืคึผืขื” ืื•ื™ืฃ ื“ื™ ืคืึธืจืฉื˜ืขืœื•ื ื’, ืื•ืŸ ื•ื•ืขืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ Power BI ืคึผืจืขืžื™ื•ื, ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื“ื™ืคึผืœื•ื™ื“ ืื•ื™ืฃ ื“ื™ื™ืŸ ืกืขืจื•ื•ืขืจืก, ื“ืขืžืึธืœื˜ ื“ืขืจ ืคึผืจื™ื™ึทื– ืกื˜ืึทืจืฅ ืคื•ืŸ $ 5000 ืคึผืขืจ ื—ื•ื“ืฉ.

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

Qlik Sense Enterprise ืกื˜ืึทืจืฅ ืคื•ืŸ RUB 230. ืคึฟืึทืจ 000 ืœื™ื™ืกืึทื ืกื™ื– (ืึธืคึผืฆืึธืœ ืคึผืขืจ ื™ืึธืจ, ื“ืขืžืึธืœื˜ ื‘ืœื•ื™ื– ื˜ืขื›ื ื™ืฉ ืฉื˜ื™ืฆืŸ), ื•ื•ืึธืก ืื™ื– ืคื™ืœ ืžืขืจ ืึทืคืึธืจื“ืึทื‘ืึทืœ ื•ื•ื™ Power BI ืคึผืจืขืžื™ื•ื. ืื•ืŸ Qlik Sense Enterprise ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ืฆื• ื ื•ืฆืŸ ืึทืœืข ื“ื™ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ Qlik. ืืคืฉืจ ืึทื—ื•ืฅ ืื™ื™ืŸ. ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื”, Qlik ื‘ืึทืฉืœืึธืกืŸ ืึทื– ืึทื–ืึท ืึท ืฉื˜ืจื™ืš ื•ื•ื™ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืฉื™ืงืŸ ืคึผื“ืฃ ืจื™ืคึผืึธืจืฅ ื“ื•ืจืš E- ื‘ืจื™ื•ื• ื–ืึธืœ ื–ื™ื™ืŸ ืฆื•ื’ืขืฉื˜ืขืœื˜ ื•ื•ื™ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื ืคึผืจื™ื ื˜ ื“ื™ื ืกื˜.

ืึธื‘ืขืจ Qlik Sense Enterprise ืื™ื– ืžืขืจ ืฉื˜ืึทืจืง ื•ื•ื™ Power BI Pro ืื•ืŸ ื“ืขืจื™ื‘ืขืจ ื“ื™ ืคืืœื’ืขื ื“ืข ืคืึทืจื’ืœื™ื™ึทืš ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืžืื›ื˜.

Qlik Sense Enterprise = Power BI Premium, ืžื™ื˜ ื’ืœื™ื™ืš ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืขืก ื˜ื•ืจื ืก ื˜ืฉื™ืคึผืขืจ ืคึฟืึทืจ ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื™ืžืคึผืœืึทืžืึทื ืฅ. ื’ืจื•ื™ืก ื™ืžืคึผืœืึทืžืึทื ืฅ ื–ืขื ืขืŸ ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืงืึทืœืงื™ืึทืœื™ื™ื˜ื™ื“ ืื•ื™ืฃ ื“ื™ ืคืึทืจืงื•ื™ืคืขืจ ื–ื™ื™ึทื˜, ื•ื•ื• ื–ื™ื™ ืงืขื ืขืŸ ืฆื•ืฉื˜ืขืœืŸ ื™ื—ื™ื“ ื˜ื ืึธื™ื ืคึฟืึทืจ ื“ื™ื™ืŸ ืคื™ืจืžืข.

ืื™ืŸ ื“ืขื ืึทื›ื˜ื•ื ื’, ืžื™ืจ ื•ื•ืขืœืŸ ื’ืขื‘ืŸ ื™ื™ื‘ืขืจื”ืึทื ื˜ ืฆื• Qlik Sense Enterprise, ืขืก ื”ืื˜ ืึทืœืข ื“ื™ ืึทืคึผืขืจื˜ื•ื ืึทื˜ื™ื– ืฆื• ื‘ื•ื™ืขืŸ ืขืจื ืกื˜ ืึทื ืึทืœื™ื˜ื™ืงืก ืื•ื™ืฃ ืจื™ื–ื™ืง ื“ืึทื˜ืŸ. ืœื•ื™ื˜ ืื•ื ื“ื–ืขืจ ืžื™ื™ื ื•ื ื’, Qlik ื•ื•ืขื˜ ืึทืจื‘ืขื˜ืŸ ืคืึทืกื˜ืขืจ ื•ื•ื™ Power BI ืื•ื™ืฃ ื’ืจื•ื™ืก ืขืจื™ื™ื–; ื‘ื™ื™ Qlik ืงืึทื ืคืจืึทื ืกืึทื– ืžื™ืจ ื’ืขืคึฟื•ื ืขืŸ ืงืœื™ื™ืึทื ืฅ ื•ื•ืึธืก ืขืจืฉื˜ืขืจ ื˜ืขืกื˜ืขื“ ื–ื™ื™ืขืจ ื“ืึทื˜ืŸ ืื™ืŸ ื‘ื™ืœื™ืึทื ื– ืคื•ืŸ ืจืขืงืึธืจื“ืก ืื•ืŸ Power BI ื’ืขื•ื•ื™ื–ืŸ ืขืจื’ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ืŸ.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 15. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ Qlik Sense Enterprise ืกืขืจื•ื•ืขืจ ืจื™ืคึผืึธืจืฅ

Qlik Sense Cloud = Power BI Pro. Qlik Sense Cloud ืื™ื– 1.5 ืžืืœ ืžืขืจ ื˜ื™ื™ึทืขืจ * ืื•ืŸ ืขืก ืื™ื– ืึท ื–ื™ื™ืขืจ ื‘ืึทื˜ื™ื™ื˜ื™ืง ื‘ืึทื’ืจืขื ืขืฆื•ื ื’ ืึทื– ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข ืงืขืŸ ื ื™ืฉื˜ ืœืึธื–ืŸ ืื•ื ื“ื–. ืื™ืจ ืงืขื ื˜ ื ื™ืฉื˜ ื ื•ืฆืŸ ืขืงืกื˜ืขื ืกื™ืึธื ืก, ืืคื™ืœื• ื“ื™ ื’ืขื‘ื•ื™ื˜-ืื™ืŸ. ืื•ืŸ ืึธืŸ ื™ืงืกื˜ืขื ืฉืึทื ื–, Qlik ืขืคึผืขืก ืคืืจืœื™ืจื˜ ื–ื™ื™ืŸ ื•ื•ื™ื–ืฉืึทื•ื•ืึทืœ ืฉื™ื™ื ืงื™ื™ื˜.
ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 16. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ ื“ื™ Power BI Pro ืงืึธื ื˜ืจืึธืœ ื˜ืึทืคืœื™ืข

* ืึทืŸ ืื ื“ืขืจ ื‘ืจื™ืจื” ืื™ื– ืฆื• ื ื•ืฆืŸ ืึท Qlik Sense Enterprise ืึทื‘ืึธื ืขืžืขื ื˜. ืึธื‘ืขืจ ืึทื–ื•ื™ ืึทื– ื“ืขืจ ืึทืจื˜ื™ืงืœ ืื™ื– ื ื™ืฉื˜ ื‘ืืžืขืจืงื˜ ื•ื•ื™ ื’ืึทื ืฆืข, ืžื™ืจ ื•ื•ืขืœืŸ ื ื™ืฉื˜ ื“ืขืงืŸ ืื•ื ื“ื–ืขืจ ืคึผืจื™ื™ืกื™ื ื’

ืื•ืŸ ื˜ืึทื‘ืœืขืึทื• ืฉื˜ื™ื™ื˜ ืึท ื‘ื™ืกืœ ื‘ืึทื–ื•ื ื“ืขืจ ืคึฟืึทืจ ืื•ื ื“ื–. ื–ื™ื™ ื”ืึธื‘ืŸ ื‘ื™ื™ื“ืข ื•ื•ืึธืœืงืŸ ืกืึทื‘ืกืงืจื™ืคึผืฉืึทื ื– ืคึฟืึทืจ $ 70 ืคึผืขืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืื•ืŸ $ 15 ืคึผืขืจ ืžื™ื™ื ื•ื ื’, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ื˜ื™ื™ึทืขืจ ืกืขืจื•ื•ืขืจ ืกืึทืœื•ืฉืึทื ื–. ืึธื‘ืขืจ ื“ืขืจ ื”ื•ื™ืคึผื˜ ื’ืขื“ืึทื ืง ืคื•ืŸ ื˜ืึทื‘ืœืขืึทื• ืื™ื– ืึทื– ืคึฟืึทืจ ื’ืจื•ื™ืก ื“ืึทื˜ืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืึธืจื’ืึทื ื™ื–ื™ืจืŸ ื“ืึทื˜ืŸ ืคึผืจืึทืกืขืกื™ื ื’ ืื•ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืื•ื™ืฃ ื“ื™ ื–ื™ื™ึทื˜. ืึทื‘ื“ื–ืฉืขืงื˜ื™ื•ื•ืœื™, ื•ื•ื™ื™ื ื™ืงืขืจ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ื˜ื•ื˜ ื ื™ืฉื˜ ืœืึธื–ืŸ ืขืจื ืกื˜ ื“ืึทื˜ืŸ ืคึผืจืึทืกืขืกื™ื ื’ ืื™ืŸ ื˜ืึทื‘ืœืขืึทื•. ื•ื•ื™ืกื•ืึทืœื™ื–ื™ืจืŸ, ืึทื ืึทืœื™ื™ื–, ื™ืึธ. ืึธื‘ืขืจ ืคึฟืึทืจ ืงืœื™ื™ืŸ ืื•ืŸ ืžื™ื˜ืœ-ืกื™ื™ื–ื“ ื’ืขืฉืขืคื˜ืŸ, ืฉืืคืŸ ื‘ืึทื–ื•ื ื“ืขืจ ืกื˜ืึธืจื™ื“ื–ืฉ ืื™ื– ื™ื•ื–ืฉืึทื•ื•ืึทืœื™ ืคึผืจืึธื‘ืœืขืžืึทื˜ื™ืง. ืื™ืš ื•ื•ืึธืœื˜ ื”ืึธื‘ืŸ ืœืึธื•ืขืจื“ ื“ื™ ื›ืขื–ืฉื‘ืŸ ืคึฟืึทืจ ื˜ืึทื‘ืœืขืึทื• ื“ืขืจื™ื‘ืขืจ, ืื•ื™ื‘ ื ื™ืฉื˜ ืคึฟืึทืจ ื–ื™ื™ืขืจ 1 ืฉื˜ืจื™ืš. ื˜ืึทื‘ืœืขืึทื• ืกืขืจื•ื•ื™ืจืขืจ ืกืขื ื“ื– ืกื™ืžืœืึทืกืœื™ ืกืงืขื“ื–ืฉื•ืœื“ ื™ืžื™ื™ืœื– ืžื™ื˜ ืงืกื•ื• ืึธื“ืขืจ ืคึผื“ืฃ ืึทื˜ืึทื˜ืฉืžืึทื ืฅ. ื“ืขืจืฆื•, ืื™ืจ ืงืขื ืขืŸ ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ืจืขื›ื˜, ืึทื•ื˜ืึธืคื™ืœื˜ืขืจืก, ืขื˜ืง. ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื” Power BI ืื•ืŸ Qlik ืงืขื ืขืŸ ื ื™ืฉื˜ ื˜ืึธืŸ ื“ืึธืก, ืึธื‘ืขืจ ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืขืก ืงืขืŸ ื–ื™ื™ืŸ ืงืจื™ื˜ื™ืฉ. ืฆื•ืœื™ ื‘ ื“ืข ื ืคืืจืžืื› ื˜ ื˜ืื‘ืœ ืข ื ืคืื–ื™ืฆื™ืข ื ืื™ ืŸ ืื•ื ื“ื–ืข ืจ ืžื—ืœื•ืงืช .

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 17. ื˜ืึทื‘ืœืขืึทื• ืกืขืจื•ื•ื™ืจืขืจ ืงืึธื ื˜ืจืึธืœ ื˜ืึทืคืœื™ืข ืื•ื™ืกื–ืขืŸ

ืื•ื™ืš ืื™ืŸ ืึท ืคึฟื™ืจืžืข ืกื•ื•ื™ื•ื•ืข, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืจืึทื›ื˜ืŸ ื•ื•ืขื’ืŸ ื“ื™ ืงืึธืก ืคื•ืŸ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืื•ืŸ ื•ื™ืฉืึทืœื˜. ืื™ืŸ ืจื•ืกืœืึทื ื“, ื“ื™ ืคื™ืจ ื”ืื˜ ื“ืขื•ื•ืขืœืึธืคึผืขื“ ืึทื– Power BI ืื™ื– ืžืขืจ ื’ืขื•ื•ื™ื™ื ื˜ืœืขืš ืื™ืŸ ืงืœื™ื™ืŸ ื’ืขืฉืขืคื˜ืŸ. ื“ื ืก ื”ื ื˜ ื’ืขืคื™ืจ ื˜ ืฆ ื• ื“ืข ืจ ืื•ื™ืคืฉื˜ืื  ื“ ืคื• ืŸ ื ื’ืจื•ื™ืก ืข ืฆื ืœ ื•ื•ืืงืื  ืก ืื• ืŸ ืจืขื–ื•ืžืข , ืื• ืŸ ื“ ื™ ืื•ื™ืคืงื• ื ืคื• ืŸ ืงืœื™ื™ื ืข ืจ ืื™ื ื˜ืขื’ืจืื˜ืืจืŸ . ื“ืึธืก ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืกืคึผืขืฉืึทืœืึทืกืฅ ืคึฟืึทืจ ืึท ืงืœื™ื™ืŸ ืคึผืจื•ื™ืขืงื˜. ืึธื‘ืขืจ ืจื•ื‘ึฟ ืžืกืชึผืžื, ืึทืœืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื–ื™ื™ ื•ื•ืขืœืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ื“ืขืจืคืึทืจื•ื ื’ ืื™ืŸ ื’ืจื•ื™ืก ื™ืžืคึผืœืึทืžืึทื ืฅ ืื•ืŸ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ื’ืจื•ื™ืก ื“ืึทื˜ืŸ. Qlik ืื•ืŸ Tableau ื–ืขื ืขืŸ ื“ื™ ืคืึทืจืงืขืจื˜. ืขืก ื–ืขื ืขืŸ ื•ื•ื™ื™ื ื™ืง Qlik ืคึผืึทืจื˜ื ืขืจืก, ืื•ืŸ ืืคื™ืœื• ื•ื•ื™ื™ื ื™ืงืขืจืข ื˜ืึทื‘ืœืขืึทื• ืคึผืึทืจื˜ื ืขืจืก. ื“ื™ ืคึผืึทืจื˜ื ืขืจืก ืกืคึผืขืฉืึทืœื™ื™ื– ืื™ืŸ ื’ืจื•ื™ืก ื™ืžืคึผืœืึทืžืึทื ืฅ ืžื™ื˜ ืึท ื’ืจื•ื™ืก ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ื˜ืฉืขืง. ืขืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคื™ืœืข ื•ื•ืึทืงืึทื ืกื™ืขืก ืื•ืŸ ืจืขื–ืึทืžื™ื™ื– ืื•ื™ืฃ ื“ื™ ืžืึทืจืง; ื“ื™ ืฉืœืึทื‘ืึทืŸ ืฆื• ืึทืจื™ื™ึทื ื˜ืจืขื˜ืŸ ืื™ืŸ ื“ื™ ืคึผืจืึธื“ื•ืงื˜ืŸ ืื™ื– ืฉื•ื•ืขืจืขืจ ื•ื•ื™ ืื™ืŸ Power BI. ืึธื‘ืขืจ ืื™ืŸ ืจื•ืกืœืึทื ื“ ืขืก ื–ืขื ืขืŸ ืžืฆืœื™ื— ื™ืžืคึผืœืึทืžืึทื ืฅ ืคื•ืŸ ื“ื™ ืคึผืจืึธื“ื•ืงื˜ืŸ ืคึฟืึทืจ ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ื™ื•ื–ืขืจื–, ืื•ืŸ ื“ื™ ืคึผืจืึธื“ื•ืงื˜ืŸ ืึทืจื‘ืขื˜ ื’ืขื–ื•ื ื˜ ืื•ื™ืฃ ื’ืจื•ื™ืก ื“ืึทื˜ืŸ. ืื™ืจ ื ืึธืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ืกื˜ืจืขื ื’ืงื˜ืก ืื•ืŸ ื•ื•ื™ืงื ืึทืกืึทื– ืคื•ืŸ ื“ื™ ืคึผืจืึธื“ื•ืงื˜ืŸ ื•ื•ื™ื™ึทืœ ื–ื™ื™ ืึทืคึผืœื™ื™ื– ืกืคึผืึทืกื™ืคื™ืงืœื™ ืฆื• ื“ื™ื™ืŸ ื’ืขืฉืขืคื˜.

6. ืฉื˜ื™ืฆืŸ ืคึฟืึทืจ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ื™ืกืขืก.

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ืื™ืŸ ื“ืขื ืึธืคึผื˜ื™ื™ืœื•ื ื’ ืžื™ืจ ื•ื•ืขืœืŸ ื”ื•ื™ื›ืคึผื•ื ืงื˜ Power BI ืื•ืŸ Tableau. ืื™ืจ ืงืขื ืขืŸ ื™ื ืกื˜ืึทืœื™ืจืŸ ืจื™ืจืขื•ื•ื“ื™ืง ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื•ืŸ ื–ื™ื™ ื•ื•ืขืœืŸ ืงื•ืงืŸ ื’ืึทื ืฅ ื˜ื•ื™ื’ืŸ ืื•ื™ืฃ ื“ื™ ืกืงืจื™ื ื– ืคื•ืŸ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ื™ืกืขืก. ื›ืึธื˜ืฉ ืขืก ืžื™ื™ื ื˜ ืฆื• ืื•ื ื“ื– ืึทื– ืึทื ืึทืœื™ื˜ื™ืงืก ืื•ื™ืฃ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ื™ืกืขืก ืื™ื– ืขืจื’ืขืจ ืฆื• ืึทื ืึทืœื™ื˜ื™ืงืก ืื•ื™ืฃ ืคึผื™ืกื™. ื ืึธืš, ืขืก ืื™ื– ื ื™ืฉื˜ ืึทื–ื•ื™ ื‘ืึทืงื•ื•ืขื ืฆื• ื ื•ืฆืŸ ืคื™ืœื˜ืขืจืก, ื“ื™ ื‘ื™ืœื“ืขืจ ื–ืขื ืขืŸ ืงืœื™ื™ืŸ, ื“ื™ ื ื•ืžืขืจืŸ ื–ืขื ืขืŸ ืฉื•ื•ืขืจ ืฆื• ื–ืขืŸ, ืขื˜ืง.

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 18. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ ืึท Power BI ื‘ืึทืจื™ื›ื˜ ืื•ื™ืฃ iPhone

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 19. ื˜ืึทื‘ืœืขืึทื• ื‘ืึทืจื™ื›ื˜ ืื•ื™ืกื–ืขืŸ ืื•ื™ืฃ iPhone

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 20. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ ืึท Qlik Sense ื‘ืึทืจื™ื›ื˜ ืื•ื™ืฃ iPhone

ืคืืจื•ื•ืืก ื–ืขื ืขืŸ Qlik ืกืงืึธืจื– ืœืึธื•ืขืจื“? ืคึฟืึทืจ ืื•ื ื“ื– ืื•ืžื‘ืึทืงืึทื ื˜ ืกื™ื‘ื•ืช, ื“ืขืจ ืจื™ืจืขื•ื•ื“ื™ืง ืงืœื™ืขื ื˜ ืื™ื– ื‘ืœื•ื™ื– ื‘ื ื™ืžืฆื ืื•ื™ืฃ iPhone; ืื•ื™ืฃ ืึทื ื“ืจื•ื™ื“ ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืฆื• ื ื•ืฆืŸ ืึท ืจืขื’ื•ืœืขืจ ื‘ืœืขื˜ืขืจืขืจ. ืคึผืœื•ืก, ื•ื•ืขืŸ ืื™ืจ ื ื•ืฆืŸ Qlik, ืื™ืจ ืžื•ื–ืŸ ืžื™ื“ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืึท ื ื•ืžืขืจ ืคื•ืŸ ืขืงืกื˜ืขื ืกื™ืึธื ืก ืึธื“ืขืจ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทื ื– ื–ืขื ืขืŸ ื ื™ืฉื˜ ืจื™ื“ื•ืกื˜ ืึธื“ืขืจ ื“ื™ ืงืึทืจืก ื–ืขื ืขืŸ ืคึผืึทื–ื™ืฉืึทื ื“ ืื™ืŸ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ื™ืกืขืก ื•ื•ื™ ื“ืขืจื•ื•ืึทืจื˜. ื ื‘ืึทืจื™ื›ื˜ ื•ื•ืึธืก ืงื•ืงื˜ ื–ื™ื™ืขืจ ืคื™ื™ึทืŸ ืื•ื™ืฃ ืึท ืคึผื™ืกื™ ืงื•ืงื˜ ืคื™ืœ ืขืจื’ืขืจ ืื•ื™ืฃ ืึท ืงืœื™ื™ืŸ ืคืึทืจืฉื˜ืขืœืŸ. ืื™ืจ ืžื•ื–ืŸ ืžืึทื›ืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื‘ืึทืจื™ื›ื˜ ืคึฟืึทืจ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ื™ืกืขืก, ื•ื•ื• ืื™ืจ ืงืขื ืขืŸ ื‘ืึทื–ื™ื™ึทื˜ื™ืงืŸ ืคื™ืœื˜ืขืจืก, KPIs ืื•ืŸ ืึท ื ื•ืžืขืจ ืคื•ืŸ ืื ื“ืขืจืข ืึทื‘ื“ื–ืฉืขืงืฅ. ื“ืึธืก ืื•ื™ืš ืึทืคึผืœื™ื™ื– ืฆื• Power BI ืึธื“ืขืจ Tableau, ืึธื‘ืขืจ ืื™ื– ืกืคึผืขืฆื™ืขืœ ืคึผืจืึทื ืึทื•ื ืกื˜ ืื™ืŸ Qlik. ืžื™ืจ ื”ืึธืคืŸ ืึทื– Qlik ื•ื•ืขื˜ ืคืึธืจื–ืขืฆืŸ ืฆื• ืึทืจื‘ืขื˜ืŸ ืื•ื™ืฃ ื–ื™ื™ืŸ ืจื™ืจืขื•ื•ื“ื™ืง ืงืœื™ืขื ื˜.

ืื•ื™ื‘ ืื™ืจ ืคึผืœืึทืŸ ืฆื• ืคืึทืจื‘ืจืขื ื’ืขืŸ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืฆื™ื™ื˜ ืื™ืŸ ืงืึทื ื“ืึทืงื˜ื™ื ื’ ืึทื ืึทืœื™ื˜ื™ืงืก ืคื•ืŸ ืจื™ืจืขื•ื•ื“ื™ืง ื“ืขื•ื•ื™ืกืขืก, ืขืก ืื™ื– ื–ื™ื ืขืŸ ืฆื• ื™ื ืกื˜ืึทืœื™ืจืŸ ืึทืœืข 3 ืงืœื™ื™ืึทื ืฅ ืื•ืŸ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื–ื™ื™ืขืจ ื•ื•ื™ื™ึทื– ืื•ื™ืฃ ืคึผืจืึธื‘ืข ืจื™ืคึผืึธืจืฅ. ื™ืขื“ืขืจ ืคืึทืจืงื•ื™ืคืขืจ ื”ืื˜ ืึท ื’ืึทืœืขืจื™ืข ืคื•ืŸ โ€‹โ€‹ืคึผืจื•ื‘ื™ืจืŸ ืจื™ืคึผืึธืจืฅ ืื•ื™ืฃ ื–ื™ื™ืŸ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืคึฟืึทืจ ืึธืคึผืฉืึทืฆื•ื ื’.

7. ืขืžื‘ืขื“ื™ื“ (ื’ืขื‘ื•ื™ื˜-ืื™ืŸ) ืึทื ืึทืœื™ื˜ื™ืงืก ืื™ืŸ ื“ืจื™ื˜-ืคึผืึทืจื˜ื™ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– / ื–ื™ื™ื˜ืœืขืš

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ื ื™ืฆืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ื•ื•ื™ ืึท ื“ืจื™ื˜-ืคึผืึทืจื˜ื™ื™ ื“ื™ื ืกื˜ ืื™ื– ื ื™ื˜ ืฉื˜ืขื ื“ื™ืง ื‘ืึทืงื•ื•ืขื. ื˜ืึธืžืขืจ ืื™ืจ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคึผืจืึธื“ื•ืงื˜, ืึธื‘ืขืจ ืื™ืจ ื–ืขื ื˜ ื ื™ืฉื˜ ื’ืจื™ื™ื˜ ืฆื• ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืึท ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืื•ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ืžืึธื˜ืึธืจ ืคึฟื•ืŸ ืงืจืึทืฆืŸ. ื˜ืึธืžืขืจ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืฆืขื•ื•ื™ืงืœืขืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ืื•ื™ืฃ ื“ื™ื™ืŸ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืึทื–ื•ื™ ืึทื– ื“ืขืจ ืงืœื™ืขื ื˜ ืจืขื“ื–ืฉื™ืกื˜ืขืจื– ื–ื™ืš, ื•ืคึผืœืึธืึทื“ื– ื–ื™ื™ืŸ ื“ืึทื˜ืŸ ืื•ืŸ ืงืึทื ื“ืึทืงืฅ ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ื–ื™ื™ืŸ ืคืขืจื–ืขื ืœืขื›ืข ื—ืฉื‘ื•ืŸ. ืฆื• ื˜ืึธืŸ ื“ืึธืก, ืื™ืจ ื“ืึทืจืคึฟืŸ ืึท ื’ืขื‘ื•ื™ื˜-ืื™ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก (ืขืžื‘ืขื“ื™ื“).
ืึทืœืข ืคึผืจืึธื“ื•ืงื˜ืŸ ืœืึธื–ืŸ ืื™ืจ ืฆื• ื˜ืึธืŸ ื“ืึธืก, ืึธื‘ืขืจ ืื™ืŸ ื“ืขื ืงืึทื˜ืขื’ืึธืจื™ืข ืžื™ืจ ื•ื•ืขื˜ ื”ื•ื™ื›ืคึผื•ื ืงื˜ Qlik.

Power Bi ืื•ืŸ Tableau ืงืœืืจ ื–ืึธื’ืŸ ืึทื– ืคึฟืึทืจ ืึทื–ืึท ืฆื•ื•ืขืงืŸ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงื•ื™ืคืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ Tableau Embedded Analytics ืึธื“ืขืจ Power BI Embedded ืคึผืจืึธื“ื•ืงื˜. ื“ืืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื‘ื™ืœื™ืง ืกืึทืœื•ืฉืึทื ื– ื•ื•ืึธืก ืงืึธืกื˜ืŸ ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ื“ืึธืœืœืึทืจืก ืคึผืขืจ ื—ื•ื“ืฉ, ื•ื•ืึธืก ืžื™ื“ ืœื™ืžืึทืฅ ื–ื™ื™ืขืจ ื ื•ืฆืŸ. ืจื•ื‘ึฟ ืคึผืจืึทื“ื–ืฉืขืงืก ืžื™ื“ ื•ื•ืขืจืŸ ืึทื ืคึผืจืึทืคื™ื˜ืึทื‘ืึทืœ ืคึฟืึทืจ ืื•ื ื“ื–ืขืจ ืงืœื™ื™ืึทื ืฅ. ื“ืืก ืžื™ื™ื ื˜ ืื– ืžืขืŸ ื“ืืจืฃ ื ื™ืฉื˜ ื ืืจ ืคืืจืขืคื ื˜ืœืขื›ืŸ ื ื‘ืืจื™ื›ื˜ ืื•ื™ืคืŸ ื’ืื ืฆืŸ ืื™ื ื˜ืขืจื ืขืฅ, ื ืืจ ืฆื• ืคืืจื–ื™ื›ืขืจืŸ ืื– ื‘ืืจื™ื›ื˜ืŸ ื•ื•ืขืจืŸ ืคืืจืขืคื ื˜ืœืขื›ื˜ ืœื•ื™ื˜ ื’ืขื•ื•ื™ืกืข ืึทืงืกืขืก, ืžื™ื˜ ื“ืื˜ื ืฉื•ืฅ, ื‘ืื ื•ืฆืขืจ ืื•ื™ื˜ืืจื™ื–ืืฆื™ืข ื.ื.ื•ื•.

ืื•ืŸ Qlik ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืื•ื™ืก. ืคื•ืŸ ืงื•ืจืก, ื–ื™ื™ ืื•ื™ืš ื”ืึธื‘ืŸ ื“ื™ Qlik Analytics ืคึผืœืึทื˜ืคืึธืจื, ื•ื•ืึธืก ืื™ื– ืœื™ื™ืกืึทื ืกื˜ ืคึผืขืจ ืกืขืจื•ื•ืขืจ ืื•ืŸ ืึธืจื’ืึทื ื™ื–ื™ืจื˜ ืึท ืึทื ืœื™ืžืึทื˜ืึทื“ ื ื•ืžืขืจ ืคื•ืŸ ืงืึทื ืขืงืฉืึทื ื–. ืขืก ื•ื•ืขื˜ ืื•ื™ืš ื–ื™ื™ืŸ ื˜ื™ื™ึทืขืจ ื•ื•ื™ ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก Tableau ืื•ืŸ Power Bi. ืื•ืŸ ืื™ืŸ ื“ื™ ืคืึทืœ ืคื•ืŸ ืึทื ืœื™ืžืึทื˜ืึทื“ ืงืึทื ืขืงืฉืึทื ื–, ืขืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคื™ืœืข ืึธืคึผืฆื™ืขืก.

ืื‘ืขืจ ืื™ืŸ Qlik ืื™ื– ื“ื ืื–ื ื–ืืš ื•ื•ื™ Mashup. ื–ืืœ ืก ื–ืึธื’ืŸ ืื™ืจ ื”ืึธื‘ืŸ Qlik Sense Enterprise ืื•ืŸ 10 ืœื™ื™ืกืึทื ืกื™ื–. ื ืึธืจืžืึทืœ ืึทื ืึทืœื™ื˜ื™ืงืก, ืื•ื™ืกื–ืขืŸ, ืึทืœืฅ ืื™ื– ืฉื•ื™ืŸ ื ื•ื“ื ืข. ืื™ืจ ื‘ื•ื™ืขืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ืึธื“ืขืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ืื•ืŸ ืื™ืจ ืงืขื ืขืŸ ื™ื ืกื˜ืจื•ืžืขื ื˜ ืึทืœืข ื“ื™ื™ืŸ ืึทื ืึทืœื™ื˜ื™ืงืก ืจืขื›ื˜ ื“ืึธืจื˜. ื“ืขืจ ืงื•ื ืฅ ืื™ื– ืึทื–, ืฆื• ืœื™ื™ื’ืŸ ืขืก ืคืฉื•ื˜, Mashup ืื™ื– ืึท ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืื™ืŸ ืคึผืจืึธื’ืจืึทื ืงืึธื“. ืžื™ื˜ ื“ื™ API, ืื™ืจ ืงืขื ืขืŸ ืคึผืจืึธื’ืจืึทืžืžืึทื˜ื™ืง ืžืึทื›ืŸ ืึท ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ืื™ืŸ ื“ื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืึธื“ืขืจ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ. ืื™ืจ ื•ื•ืขื˜ ื ืึธืš ื“ืึทืจืคึฟืŸ Qlik Sense Enterprise ืคึฟืึทืจ ืœื™ื™ืกืึทื ืกื™ื ื’ (ืœื™ืกืขื ืกืขืก ืคึฟืึทืจ ืคึผืœืึทืฅ ืงืึทื ืขืงืฉืึทื ื– = ืœื™ื™ืกืึทื ืกื™ื– ืคึฟืึทืจ ืงืึทื ืขืงืฉืึทื ื– ืฆื• BI), ืคึฟืึทืจ ืœืึธื•ื“ื™ื ื’ ื“ืึทื˜ืŸ, ืืื–"ื• ื•, ืึธื‘ืขืจ ื“ื™ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทื ื– ื•ื•ืขื˜ ื ื™ื˜ ืžืขืจ ื–ื™ื™ืŸ ื’ืขื•ื•ื™ื–ืŸ ืื•ื™ืฃ ื“ื™ ื–ื™ื™ึทื˜ ืคื•ืŸ ื“ืขื ืกืขืจื•ื•ืขืจ, ืึธื‘ืขืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขื‘ื•ื™ื˜ ืื™ืŸ ื“ื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ืึธื“ืขืจ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ. ืื™ืจ ืงืขื ืขืŸ ื ื•ืฆืŸ CSS ืกื˜ื™ื™ืœื–, ืฉื˜ืขืœืŸ ื ื™ื™ึท ืคืึทื ืฅ ืื•ืŸ ืคืืจื‘ืŸ. ื“ื™ื™ืŸ 10 ื™ื•ื–ืขืจื– ื•ื•ืขื˜ ื ื™ื˜ ืžืขืจ ืงืœืึธืฅ ืื™ืŸ ื“ื™ ืึทื ืึทืœื™ื˜ื™ืงืก ืกืขืจื•ื•ืขืจ, ืึธื‘ืขืจ ื•ื•ืขื˜ ื ื•ืฆืŸ ื“ื™ื™ืŸ ืคึฟื™ืจืžืข ื˜ื•ื™ืขืจ ืึธื“ืขืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ. ืึทื ืึทืœื™ื˜ื™ืงืก ื•ื•ืขื˜ ื“ืขืจื’ืจื™ื™ื›ืŸ ืึท ื ื™ื™ึทืข ืžื“ืจื’ื”.

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)
ืคื™ื’ื•ืจืข 21. ืื•ื™ืกื–ืขืŸ ืคื•ืŸ ืึท Qlik Sense ื‘ืึทืจื™ื›ื˜ ืขืžื‘ืขื“ื™ื“ ืื•ื™ืฃ ืึท ื•ื•ืขื‘ื–ื™ื™ื˜ืœ

ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืฉื•ื•ืขืจ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ื• ื“ื™ ืคึผืœืึทืฅ ืขืœืขืžืขื ื˜ืŸ ื–ืขื ืขืŸ ืื•ืŸ ื•ื•ื• Qlik Sense ื”ื™ื™ื‘ื˜.
ืคื•ืŸ ืงื•ืจืก, ืื™ืจ ื•ื•ืขื˜ ื“ืึทืจืคึฟืŸ ืึท ืคึผืจืึธื’ืจืึทืžื™ืกื˜, ืึธื“ืขืจ ืืคื™ืœื• ืžืขืจ ืžืกืชึผืžื. ืื™ื™ื ืขืจ ืคึฟืึทืจ ื•ื•ืขื‘ ืคึผืจืึธื’ืจืึทืžืžื™ื ื’, ืื™ื™ื ืขืจ ืคึฟืึทืจ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ื“ื™ Qlik API. ืื‘ืขืจ ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืื™ื– ื•ื•ืขืจื˜ ืขืก.

ืงืึทื ืงืœื•ื–ืฉืึทื ื–. ื–ืืœ ืก ืงื™ืฆืขืจ.

ื˜ืขื›ื ื™ืฉ ื“ื™ืคืขืจืึทื ืกื™ื– ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ (Power BI, Qlik Sense, Tableau)

ืขืก ืื™ื– ืฉื•ื•ืขืจ ืฆื• ื–ืึธื’ืŸ ืึทื ื™ืงื•ื•ื™ื•ื•ืึทืงืึทืœ ื•ื•ืขืจ ืื™ื– ื‘ืขืกืขืจ ืื•ืŸ ื•ื•ืขืจ ืื™ื– ืขืจื’ืขืจ. Power BI ืื•ืŸ Qlik ื–ืขื ืขืŸ ืื•ื™ืฃ ืคึผืึทืจ ืื™ืŸ ืื•ื ื“ื–ืขืจ ืคืึทืจืžืขืกื˜, ื˜ืึทื‘ืœืขืึทื• ืื™ื– ืึท ื‘ื™ืกืœ ืขืจื’ืขืจ. ืึธื‘ืขืจ ื˜ืึธืžืขืจ ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึทื ื“ืขืจืฉ ืคึฟืึทืจ ื“ื™ื™ืŸ ื’ืขืฉืขืคื˜. ืื™ืŸ BI ืคึผืœืึทื˜ืคืึธืจืžืก, ื“ื™ ื•ื•ื™ื–ืฉืึทื•ื•ืึทืœ ืงืึธืžืคึผืึธื ืขื ื˜ ืื™ื– ื–ื™ื™ืขืจ ื•ื•ื™ื›ื˜ื™ืง. ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ื’ืขืงื•ืงื˜ ืื™ืŸ ื“ืึทื–ืึทื ื– ืคื•ืŸ ื“ืขืžืึธ ืจื™ืคึผืึธืจืฅ ืื•ืŸ ื‘ื™ืœื“ืขืจ ืื•ื™ืฃ ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ ืคึฟืึทืจ ืึทืœืข BI ืกื™ืกื˜ืขืžืขืŸ ืื•ืŸ ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ ื•ื•ื™ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืก ืงื•ืงื˜, ืจื•ื‘ึฟ ืžืกืชึผืžื ืื™ืจ ื•ื•ืขื˜ ื ื™ืฉื˜ ื™ื ืกื˜ืจื•ืžืขื ื˜ ืขืก, ืืคื™ืœื• ืื•ื™ื‘ ืื™ืจ ื–ืขื ื˜ ืฆื•ืคึฟืจื™ื“ืŸ ืžื™ื˜ ื“ื™ ืคึผืจื™ื™ึทื– ืึธื“ืขืจ ื˜ืขื›ื ื™ืฉ. ืฉื˜ื™ืฆืŸ. ื˜ืฉืึทืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก.

ื•ื•ื™ื™ึทื˜ืขืจ, ืื™ืจ ื•ื•ืขื˜ ื‘ืืฉื˜ื™ืžื˜ ื“ืึทืจืคึฟืŸ ืฆื• ืจืขื›ืขื ืขืŸ ื“ื™ ืงืึธืก ืคื•ืŸ ืœื™ื™ืกืึทื ืกื™ื–, ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืื•ืŸ ื•ื™ืฉืึทืœื˜ ืคื•ืŸ ื“ื™ BI ืคึผืœืึทื˜ืคืึธืจืžืข. ื˜ืึธืžืขืจ ืื™ืŸ ื“ื™ื™ืŸ ืคืึทืœ ืึท ืคื™ืจืขืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื™ื™ื“ืขื ืึทืคื™ื™ื“. ื“ืขืจ ืงืึธื ื˜ืจืึทืงื˜ืึธืจ ืึธื“ืขืจ ื“ื™ ืคื™ื™ื™ืงื™ื™ึทื˜ ืฆื• ืึธื ืฉื˜ืขืœืŸ ืึท ืคึผืึทืกื™ืง ืžื•ืžื›ืข ืื™ื– ืคื•ืŸ ื’ืจื•ื™ืก ื•ื•ื™ื›ื˜ื™ืงื™ื™ื˜. ืึธืŸ ืคึผืจืึธืคืขืกืกื™ืึธื ืึทืœืก ืื™ืŸ ืงื™ื™ืŸ ืคึผืœืึทื˜ืคืึธืจืžืข, ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื“ื™ื–ืึทืกื˜ืจืึทืก.

ื’ืขืจืึธื˜ืŸ BI ื™ื ื˜ืึทื’ืจื™ื™ืฉืึทื ื– ืฆื• ืื™ืจ, ืึทื ื“ืจื™ื™ ื–ืฉื“ืึทื ืึธื•ื• ืื•ืŸ ื•ื•ืœืื“ื™ืžื™ืจ ืœืึทื–ืึทืจืขื•ื•, ืึทื ืึทืœื™ื˜ื™ืงืก ื’ืจื•ืคืข

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’