ื•ื•ื™ ืฆื• ืงืœื™ื™ึทื‘ืŸ ืึท ื’ืขืฉืขืคื˜ ืึทื ืึทืœื™ืกื™ืก ื’ืขืฆื™ื™ึทื’

ื•ื•ืึธืก ืื™ื– ื“ื™ื™ืŸ ื‘ืจื™ืจื”?

ืึธืคื˜, ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ื˜ื™ื™ึทืขืจ ืื•ืŸ ืงืึธืžืคึผืœืขืงืก BI ืกื™ืกื˜ืขืžืขืŸ ืงืขื ืขืŸ ื–ื™ื™ืŸ ืจื™ืคึผืœื™ื™ืกื˜ ื“ื•ืจืš ืคึผืฉื•ื˜ ืื•ืŸ ืœืขืคื™ืขืจืขืš ื‘ื™ืœื™ืง, ืึธื‘ืขืจ ื’ืึทื ืฅ ืขืคืขืงื˜ื™ื•ื• ืึทื ืึทืœื™ืกื™ืก ืžื›ืฉื™ืจื™ื. ื ืึธืš ืœื™ื™ืขื ืขืŸ ื“ืขื ืึทืจื˜ื™ืงืœ, ืื™ืจ ื•ื•ืขื˜ ืงืขื ืขืŸ ืฆื• ืึทืกืกืขืกืก ื“ื™ื™ืŸ ื’ืขืฉืขืคื˜ ืึทื ืึทืœื™ื˜ื™ืงืก ื“ืึทืจืฃ ืื•ืŸ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืึธืคึผืฆื™ืข ืื™ื– ื‘ืขืกื˜ืขืจ ืคึฟืึทืจ ื“ื™ื™ืŸ ื’ืขืฉืขืคื˜.

ืคื•ืŸ ืงื•ืจืก, ืึทืœืข BI ืกื™ืกื˜ืขืžืขืŸ ื”ืึธื‘ืŸ ืึท ื’ืึธืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ ืื•ืŸ ื–ื™ื™ืขืจ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืื™ืŸ ืึท ืคื™ืจืžืข ืื™ื– ื ื™ืฉื˜ ืึทืŸ ื’ืจื™ื ื’ ืึทืจื‘ืขื˜, ืจื™ืงื•ื•ื™ื™ืจื™ื ื’ ืึท ื’ืจื•ื™ืก ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ื’ืขืœื˜ ืคึฟืึทืจ ื“ื™ ืœื™ื™ื–ื•ื ื’ ืื•ืŸ ื”ืขื›ืกื˜ ืงื•ื•ืึทืœืึทืคื™ื™ื“ ื™ื ื˜ืึทื’ืจื™ื™ื˜ืขืจื–. ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืฆื• ืจื™ืคึผื™ื˜ื™ื“ืœื™ ืจื™ื–ืึธืจื˜ ืฆื• ื–ื™ื™ืขืจ ื‘ืึทื“ื™ื ื•ื ื’ืก, ื•ื•ื™ื™ึทืœ ืึทืœืฅ ื•ื•ืขื˜ ื ื™ืฉื˜ ืกื•ืฃ ืžื™ื˜ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืื•ืŸ ืงืึทืžื™ืฉืึทื ื™ื ื’ - ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื ื™ื™ื˜ื™ืง ืฆื• ืจืึทืคื™ื ื™ืจืŸ ื“ื™ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™, ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื ื™ื™ึท ืจื™ืคึผืึธืจืฅ ืื•ืŸ ื™ื ื“ื™ืงืึทื˜ืึธืจืก. ืขืก ื–ืึธืœ ื–ื™ื™ืŸ ื’ืขื ื•ืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ืึทื– ืื•ื™ื‘ ื“ื™ ืกื™ืกื˜ืขื ืื™ื– ื’ืขืจืึธื˜ืŸ, ืื™ืจ ื•ื•ืขื˜ ื•ื•ืขืœืŸ ืžืขืจ ืื•ืŸ ืžืขืจ ืขืžืคึผืœื•ื™ื™ื– ืฆื• ืึทืจื‘ืขื˜ืŸ ืื™ืŸ ืขืก, ืื•ืŸ ื“ืึธืก ืžื™ื˜ืœ ืฆื• ืงื•ื™ืคืŸ ื ืึธืš ื‘ืึทื ื™ืฆืขืจ ืœื™ื™ืกืึทื ืกื™ื–.

ืืŸ ืื ื“ืขืจ ื™ื ื˜ืึทื’ืจืึทืœ ืฉื˜ืจื™ืš ืคื•ืŸ ืึทื•ื•ืึทื ืกื™ืจื˜ืข ื’ืขืฉืขืคื˜ ืกื™ื™ื›ืœ ืกื™ืกื˜ืขืžืขืŸ ืื™ื– ืึท ื’ืึธืจ ื’ืจื•ื™ืก ื’ืึทื ื’ ืคื•ืŸ ืคืึทื ื’ืงืฉืึทื ื–, ืคื™ืœืข ืคื•ืŸ โ€‹โ€‹ื•ื•ืึธืก ืื™ืจ ื•ื•ืขื˜ ืงื™ื™ื ืžืึธืœ ื ื•ืฆืŸ, ืึธื‘ืขืจ ืื™ืจ ื•ื•ืขื˜ ืคืึธืจื–ืขืฆืŸ ืฆื• ื‘ืึทืฆืึธืœืŸ ืคึฟืึทืจ ื–ื™ื™ ื™ืขื“ืขืจ ืžืึธืœ ื•ื•ืขืŸ ืื™ืจ ื‘ืึทื ื™ื™ึทืขืŸ ื“ื™ื™ืŸ ืœื™ื™ืกืึทื ืกื™ื–.

ื“ื™ ืื•ื™ื‘ืŸ ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืคื•ืŸ BI ืกื™ืกื˜ืขืžืขืŸ ืžืึทื›ืŸ ืื™ืจ ื˜ืจืึทื›ื˜ืŸ ื•ื•ืขื’ืŸ ื˜ืฉื•ื–ื™ื ื’ ืึทืŸ ืื ื“ืขืจ ื‘ืจื™ืจื”. ื“ืขืจื ืึธืš, ืื™ืš ืคืึธืจืฉืœืึธื’ืŸ ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื“ื™ ืœื™ื™ื–ื•ื ื’ ืฆื• ืึท ื ืึธืจืžืึทืœ ื’ืึทื ื’ ืคื•ืŸ ื˜ืึทืกืงืก ื•ื•ืขืŸ ืคึผืจื™ืคึผืขืจื™ื ื’ ืจื™ืคึผืึธืจืฅ ื ื™ืฆืŸ Power BI ืื•ืŸ Excel.

Power BI ืึธื“ืขืจ ืขืงืกืกืขืœ?

ื•ื•ื™ ืึท ื”ืขืจืฉืŸ, ืฆื• ื‘ื•ื™ืขืŸ ืึท ืงืึธืจื˜ืขืจืœื™ ืคืืจืงื•ื™ืคื•ื ื’ ื‘ืึทืจื™ื›ื˜, ื“ืขืจ ืึทื ืึทืœื™ืกื˜ ื“ืึทื•ื ืœืึธื•ื“ื– ื“ืึทื˜ืŸ ืคื•ืŸ ืึทืงืึทื•ื ื˜ื™ื ื’ ืกื™ืกื˜ืขืžืขืŸ, ืงืึทืžืคึผืขืจื– ืขืก ืžื™ื˜ ื–ื™ื™ืŸ ื“ื™ื™ืจืขืงื˜ืขืจื™ื– ืื•ืŸ ืงืึทืœืขืงืฅ ืขืก ืžื™ื˜ ื“ื™ VLOOKUP ืคื•ื ืงืฆื™ืข ืื™ืŸ ืื™ื™ืŸ ื˜ื™ืฉ, ืื•ื™ืฃ ื“ืขืจ ื‘ืื–ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื•ื•ืึธืก ื“ืขืจ ื‘ืึทืจื™ื›ื˜ ืื™ื– ื’ืขื‘ื•ื™ื˜.

ื•ื•ื™ ืื™ื– ื“ืขื ืคึผืจืึธื‘ืœืขื ืกืึทืœื•ื•ื“ ื ื™ืฆืŸ Power BI?

ื“ืึทื˜ืŸ ืคึฟื•ืŸ ืงื•ื•ืืœืŸ ื–ืขื ืขืŸ ืœืึธื•ื“ื™ื“ ืื™ืŸ ื“ื™ ืกื™ืกื˜ืขื ืื•ืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก: ืฆืขื˜ื™ื™ืœื˜ ืื™ืŸ ื˜ื™ืฉืŸ, ืงืœื™ื ื“ ืื•ืŸ ืงืึทืžืคึผืขืจื“. ื ืึธืš ื“ืขื, ืึท ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœ ืื™ื– ืงืึทื ืกื˜ืจืึทืงื˜ืึทื“: ื˜ื™ืฉืŸ ื–ืขื ืขืŸ ืœื™ื ื’ืงื˜ ืฆื• ื™ืขื“ืขืจ ืื ื“ืขืจืขืจ, โ€‹โ€‹ื™ื ื“ื™ืงืึทื˜ืึธืจืก ื–ืขื ืขืŸ ื“ื™ืคื™ื™ื ื“ ืื•ืŸ ืžื ื”ื’ ื›ื™ื™ืขืจืึทืจืงื™ื– ื–ืขื ืขืŸ ื‘ืืฉืืคืŸ. ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ื‘ื™ื ืข ืื™ื– ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ. ื“ืึธ, ื“ื•ืจืš ืคืฉื•ื˜ ื“ืจืึทื’ื™ื ื’ ืื•ืŸ ื“ืจืึทืคึผื™ื ื’ ืงืึธื ื˜ืจืึธืœืก ืื•ืŸ ื•ื•ื™ื“ื–ืฉื™ืฅ, ืึทืŸ ื™ื ื˜ืขืจืึทืงื˜ื™ื•ื• ื“ืึทืฉื‘ืึธืจื“ ืื™ื– ื’ืขืฉืืคืŸ. ืึทืœืข ืขืœืขืžืขื ื˜ืŸ ื–ืขื ืขืŸ ืคืืจื‘ื•ื ื“ืŸ ื“ื•ืจืš ื“ื™ ื“ืึทื˜ืŸ ืžืึธื“ืขืœ. ื•ื•ืขืŸ ืึทื ืึทืœื™ื™ื–ื™ื ื’, ื“ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืงืึทื ืกืึทื ื˜ืจื™ื™ื˜ ืื•ื™ืฃ ื“ื™ ื ื™ื™ื˜ื™ืง ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข, ืคื™ืœื˜ืขืจื™ื ื’ ืขืก ืื™ืŸ ืึทืœืข ืงื•ืงืŸ ืžื™ื˜ ืื™ื™ืŸ ื’ื™ื˜ ืื•ื™ืฃ ืงื™ื™ืŸ ืขืœืขืžืขื ื˜ ืคื•ืŸ ื“ื™ ื“ืึทืฉื‘ืึธืจื“.

ื•ื•ืึธืก ืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื– ืคื•ืŸ ื ื™ืฆืŸ Power BI ืงืึทืžืคึผืขืจื“ ืžื™ื˜ ื“ื™ ื˜ืจืื“ื™ืฆื™ืื ืขืœืŸ ืฆื•ื’ืึทื ื’ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขื–ืขืŸ ืื™ืŸ ื“ืขื ื‘ื™ื™ึทืฉืคึผื™ืœ ืื•ื™ื‘ืŸ?

1 - ืึทื•ื˜ืึธืžืึทื˜ื™ืึธืŸ ืคื•ืŸ ื“ื™ ืคึผืจืึธืฆืขื“ื•ืจ ืคึฟืึทืจ ืงืจื™ื’ืŸ ื“ืึทื˜ืŸ ืื•ืŸ ืคึผืจื™ืคึผืขืจื™ื ื’ ืขืก ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก.
2 - ื‘ื•ื™ืขืŸ ืึท ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœ.
3 - ื’ืœื™ื™ื‘ืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ.
4 - ื‘ืึทื–ื•ื ื“ืขืจ ืึทืงืกืขืก ืฆื• ืจื™ืคึผืึธืจืฅ.

ืื™ืฆื˜ ืœืึธืžื™ืจ ืงื•ืงืŸ ืื•ื™ืฃ ื™ืขื“ืขืจ ืคื•ื ื˜ ื‘ืึทื–ื•ื ื“ืขืจ.

1 - ืฆื• ืฆื•ื’ืจื™ื™ื˜ืŸ ื“ืึทื˜ืŸ ืคึฟืึทืจ ื‘ื ื™ืŸ ืึท ื‘ืึทืจื™ื›ื˜, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื“ืขืคื™ื ื™ืจืŸ ืึท ืคึผืจืึธืฆืขื“ื•ืจ ืึทืžืึธืœ ื•ื•ืึธืก ืงืึทื ืขืงืฅ ืฆื• ื“ื™ ื“ืึทื˜ืŸ ืื•ืŸ ืคึผืจืึทืกืขืกืึทื– ืขืก, ืื•ืŸ ื™ืขื“ืขืจ ืžืึธืœ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืึท ื‘ืึทืจื™ื›ื˜ ืคึฟืึทืจ ืึท ืึทื ื“ืขืจืฉ ืฆื™ื™ื˜, Power BI ื•ื•ืขื˜ ืคืึธืจืŸ ื“ื™ ื“ืึทื˜ืŸ ื“ื•ืจืš ื“ื™ ื‘ืืฉืืคืŸ ืคึผืจืึธืฆืขื“ื•ืจ . ื“ืึธืก ืึธื˜ืึทืžื™ื™ืฅ ืจื•ื‘ึฟ ืคื•ืŸ ื“ื™ ืึทืจื‘ืขื˜ ื™ื ื•ื•ืึทืœื•ื•ื“ ืื™ืŸ ืคึผืจื™ืคึผืขืจื™ื ื’ ื“ืึทื˜ืŸ ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก. ืึธื‘ืขืจ ื“ืขืจ ืคืึทืงื˜ ืื™ื– ืึทื– Power BI ื“ื•ืจื›ืคื™ืจืŸ ื“ื™ ื“ืึทื˜ืŸ ืฆื•ื’ืจื™ื™ื˜ื•ื ื’ ืคึผืจืึธืฆืขื“ื•ืจ ื ื™ืฆืŸ ืึท ื’ืขืฆื™ื™ึทื’ ื•ื•ืึธืก ืื™ื– ื‘ื ื™ืžืฆื ืื™ืŸ ื“ืขืจ ืงืœืึทืกื™ืฉ ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ืขืงืกืกืขืœ, ืื•ืŸ ืขืก ืื™ื– ื’ืขืจื•ืคืŸ ืžืึทื›ื˜ ืงื•ื•ืขืจื™. ืขืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืคืึทืจืขื ื“ื™ืงืŸ ื“ื™ ืึทืจื‘ืขื˜ ืื™ืŸ ืขืงืกืกืขืœ ืื™ืŸ ืคึผื•ื ืงื˜ ื“ื™ ื–ืขืœื‘ืข ื•ื•ืขื’.

2 - ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ืื™ื– ื“ื™ ื–ืขืœื‘ืข ื“ืึธ. ื“ื™ Power BI ื’ืขืฆื™ื™ึทื’ ืคึฟืึทืจ ื‘ื ื™ืŸ ืึท ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœ ืื™ื– ืื•ื™ืš ื‘ื ื™ืžืฆื ืื™ืŸ ืขืงืกืกืขืœ - ื“ืึธืก ืžืึทื›ื˜ ื“ืจื™ื™ืคึผื•ื ืงื˜.

3 - ื•ื•ื™ ืื™ืจ ืžื™ืกื˜ืึธืžืข ืฉื•ื™ืŸ ื’ืขืกื˜, ืžื™ื˜ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ ื“ื™ ืกื™ื˜ื•ืึทืฆื™ืข ืื™ื– ืขื ืœืขืš: ืขืงืกืกืขืœ ื’ืขืฉืคึผืจื™ื™ื˜ - ืžืึทื›ื˜ View ืงืึธืคึผืขืก ืžื™ื˜ ื“ืขื ืึทืจื‘ืขื˜ ืžื™ื˜ ืึท ืงืœืึทืคึผ.

4 - ืขืก ื‘ืœื™ื™ื‘ื˜ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืึทืงืกืขืก ืฆื• ืจื™ืคึผืึธืจืฅ. ื“ืืก ืื™ื– ื ื™ืฉื˜ ืึทื–ื•ื™ ืจืึธื–ืขื•ื•ืข ื“ืึธ. ื“ืขืจ ืคืึทืงื˜ ืื™ื– ืึทื– Power BI ืื™ื– ืึท ื•ื•ืึธืœืงืŸ ื“ื™ื ืกื˜ ื•ื•ืึธืก ืื™ื– ืึทืงืกืขืกื˜ ื“ื•ืจืš ืึท ืคึผืขืจื–ืขื ืœืขืš ื—ืฉื‘ื•ืŸ. ื“ืขืจ ืกืขืจื•ื•ื™ืก ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจ ื“ื™ืกื˜ืจื™ื‘ื™ื•ืฅ ื™ื•ื–ืขืจื– ืื™ืŸ ื’ืจื•ืคึผืขืก ืื•ืŸ ืฉื˜ืขืœืŸ ืคืึทืจืฉื™ื“ืขื ืข ืœืขื•ื•ืขืœืก ืคื•ืŸ ืึทืงืกืขืก ืฆื• ืจื™ืคึผืึธืจืฅ ืคึฟืึทืจ ื“ื™ ื’ืจื•ืคึผืขืก. ื“ืึธืก ืึทื˜ืฉื™ื•ื•ื– ื“ื™ืคืขืจืขื ืฉื™ื™ื™ืฉืึทืŸ ืคื•ืŸ ืึทืงืกืขืก ืจืขื›ื˜ ืฆื•ื•ื™ืฉืŸ ืคื™ืจืžืข ืขืžืคึผืœื•ื™ื™ื–. ืื–ื•ื™, ืึทื ืึทืœื™ืก, ืžืึทื ืึทื“ื–ืฉืขืจื– ืื•ืŸ ื“ื™ืจืขืงื˜ืึธืจืก, ื•ื•ืขืŸ ื–ื™ื™ ืึทืงืกืขืก ื“ื™ ื–ืขืœื‘ืข ื‘ืœืึทื˜, ื–ืขืŸ ื“ืขื ื‘ืึทืจื™ื›ื˜ ืื™ืŸ ืึท ืžื™ื™ื ื•ื ื’ ืฆื•ื˜ืจื™ื˜ืœืขืš ืฆื• ื–ื™ื™. ืึทืงืกืขืก ืงืขืŸ ื–ื™ื™ืŸ ืœื™ืžื™ื˜ืขื“ ืฆื• ืึท ืกืคึผืขืฆื™ืคื™ืฉ ื’ืึทื ื’ ืคื•ืŸ ื“ืึทื˜ืŸ, ืึธื“ืขืจ ืฆื• ื“ื™ ื’ืื ืฆืข ื‘ืึทืจื™ื›ื˜. ืึธื‘ืขืจ, ืื•ื™ื‘ ื“ืขืจ ื‘ืึทืจื™ื›ื˜ ืื™ื– ืื™ืŸ ืึทืŸ ืขืงืกืกืขืœ ื˜ืขืงืข, ื“ื•ืจืš ื“ื™ ื”ืฉืชื“ืœื•ืช ืคื•ืŸ ื“ื™ ืกื™ืกื˜ืขื ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจ ืื™ืจ ืงืขื ืขืŸ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ืกืึธืœื•ื•ืข ื“ืขื ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ืึทืงืกืขืก, ืึธื‘ืขืจ ื“ืึธืก ื•ื•ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื“ื™ ื–ืขืœื‘ืข. ืื™ืš ื•ื•ืขืœ ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฆื• ื“ืขื ืึทืจื‘ืขื˜ ื•ื•ืขืŸ ืื™ืš ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ื“ื™ ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืคื•ืŸ ื“ื™ ืคึฟื™ืจืžืข ื˜ื•ื™ืขืจ.

ืขืก ืื™ื– ื›ื“ืื™ ืฆื• ื‘ืืžืขืจืงืŸ ืึทื–, ื•ื•ื™ ืึท ื”ืขืจืฉืŸ, ืึท ืคื™ืจืžืข 'ืก ื ื•ื™ื˜ ืคึฟืึทืจ ืงืึธืžืคึผืœืขืงืก ืื•ืŸ ืฉื™ื™ืŸ ื“ืึทืฉื‘ืึธืจื“ื– ืื™ื– ื ื™ืฉื˜ ื’ืจื•ื™ืก ืื•ืŸ ืึธืคื˜, ืฆื• ืึทื ืึทืœื™ื™ื– ื“ืึทื˜ืŸ ืื™ืŸ ืขืงืกืกืขืœ, ื ืึธืš ื‘ื•ื™ืขืŸ ืึท ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœ, ื–ื™ื™ ื˜ืึธืŸ ื ื™ื˜ ืจื™ื–ืึธืจื˜ ืฆื• ื“ื™ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ Power View, ืึธื‘ืขืจ ื ื•ืฆืŸ ื“ืจื™ื™ืคึผื•ื ืงื˜. ื˜ื™ืฉืŸ. ื–ื™ื™ ืฆื•ืฉื˜ืขืœืŸ OLAP ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ื•ื•ืึธืก ืื™ื– ื’ืขื ื•ื’ ืฆื• ืกืึธืœื•ื•ืข ืจื•ื‘ึฟ ื’ืขืฉืขืคื˜ ืึทื ืึทืœื™ื˜ื™ืงืก ืคึผืจืึธื‘ืœืขืžืก.

ืื–ื•ื™, ื“ื™ ืึธืคึผืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืงืึทื ื“ืึทืงื˜ื™ื ื’ ื’ืขืฉืขืคื˜ ืึทื ืึทืœื™ืกื™ืก ืื™ืŸ ืขืงืกืกืขืœ ืงืขืŸ ื’ืขื–ื•ื ื˜ ื‘ืึทืคืจื™ื“ื™ืงืŸ ื“ื™ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ ืคื•ืŸ ืึท ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืคื™ืจืžืข ืžื™ื˜ ืึท ืงืœื™ื™ืŸ ื ื•ืžืขืจ ืคื•ืŸ ืขืžืคึผืœื•ื™ื™ื– ื•ื•ืึธืก ื“ืึทืจืคึฟืŸ ืจื™ืคึผืึธืจืฅ. ืึธื‘ืขืจ, ืื•ื™ื‘ ื“ื™ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ ืคื•ืŸ ื“ื™ื™ืŸ ืคื™ืจืžืข ื–ืขื ืขืŸ ืžืขืจ ืึทืžื‘ื™ืฆื™ืขืก, ื˜ืึธืŸ ื ื™ื˜ ืงืึทืžื™ืฉ ืฆื• ื ื•ืฆืŸ ืžื›ืฉื™ืจื™ื ื•ื•ืึธืก ื•ื•ืขื˜ ืกืึธืœื•ื•ืข ืึทืœืฅ ืื™ืŸ ืึทืžืึธืœ.

ืื™ืš ื‘ืจืขื ื’ืขืŸ ืฆื• ื“ื™ื™ืŸ ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ื˜ ืึท ืžืขืจ ืคืึทื›ืžืึทืŸ ืฆื•ื’ืึทื ื’, ืžื™ื˜ ื•ื•ืึธืก ืื™ืจ ื•ื•ืขื˜ ื‘ืึทืงื•ืžืขืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข, ื’ืึธืจ ื’ืขืจืื˜ืŸ, ืึธื˜ืึทืžื™ื™ื˜ื™ื“ ืกื™ืกื˜ืขื ืคึฟืึทืจ ื“ื–ืฉืขื ืขืจื™ื™ื˜ื™ื ื’ ื’ืขืฉืขืคื˜ ืึทื ืึทืœื™ืกื™ืก ืจื™ืคึผืึธืจืฅ ืžื™ื˜ ืœื™ืžื™ื˜ืขื“ ืึทืงืกืขืก ืฆื• ื–ื™ื™.

ETL ืื•ืŸ DWH

ืื™ืŸ ื“ื™ ืคืจื™ืขืจ ื“ื™ืกืงืึทืกื˜ ืึทืคึผืจืึธื•ื˜ืฉื™ื– ืฆื• ื‘ื•ื™ืขืŸ ื’ืขืฉืขืคื˜ ืจื™ืคึผืึธืจืฅ, ืœืึธื•ื“ื™ื ื’ ืื•ืŸ ืคึผืจื™ืคึผืขืจื™ื ื’ ื“ืึทื˜ืŸ ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืžื™ื˜ Power Query ื˜ืขื›ื ืึธืœืึธื’ื™ืข. ื“ืขื ืื•ืคึฟืŸ ื‘ืœื™ื™ื‘ื˜ ื’ืึธืจ ื’ืขืจืขื›ื˜ืคืืจื˜ื™ืงื˜ ืื•ืŸ ืขืคืขืงื˜ื™ื•ื• ื•ื•ื™ ืœืึทื ื’ ื•ื•ื™ ืขืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคื™ืœืข ื“ืึทื˜ืŸ ืงื•ื•ืืœืŸ: ืื™ื™ืŸ ืึทืงืึทื•ื ื˜ื™ื ื’ ืกื™ืกื˜ืขื ืื•ืŸ ืจืขืคึฟืขืจืขื ืฅ ื‘ื™ื›ืขืจ ืคื•ืŸ ืขืงืกืกืขืœ ื˜ื™ืฉืŸ. ืึธื‘ืขืจ, ืžื™ื˜ ื“ื™ ืคืึทืจื’ืจืขืกืขืจืŸ ืื™ืŸ ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ืึทืงืึทื•ื ื˜ื™ื ื’ ืกื™ืกื˜ืขืžืขืŸ, ืกืึทืœื•ื•ื™ื ื’ ื“ืขื ืคึผืจืึธื‘ืœืขื ืžื™ื˜ Power Query ื•ื•ืขืจื˜ ื–ื™ื™ืขืจ ืงืึทืžื‘ืขืจืกืึทื ืื•ืŸ ืฉื•ื•ืขืจ ืฆื• ื˜ื™ื™ึทื ืขืŸ ืื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ. ืื™ืŸ ืึทื–ืึท ืงืึทืกืขืก, ETL ืžื›ืฉื™ืจื™ื ืงื•ืžืขืŸ ืฆื• ืจืึทื˜ืขื•ื•ืขืŸ.

ืžื™ื˜ ื–ื™ื™ืขืจ ื”ื™ืœืฃ, ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืึทื ืœืึธื•ื“ืึทื“ ืคื•ืŸ ืงื•ื•ืืœืŸ (ืขืงืกื˜ืจืึทืงื˜), ืคืืจื•ื•ืื ื“ืœืขืŸ (ื˜ืจืึทื ืกืคืึธืจื), ื•ื•ืึธืก ื™ืžืคึผืœื™ื™ื– ืจื™ื™ื ื™ืงื•ื ื’ ืื•ืŸ ืคืึทืจื’ืœื™ื™ึทืš, ืื•ืŸ ืœืึธื•ื“ื™ื“ ืื™ืŸ ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืขืจื›ืึทื•ืก (ืœืึธืึทื“). ื ื“ืึทื˜ืŸ ื•ื•ืขืจื›ืึทื•ืก (DWH - Data Warehouse) ืื™ื–, ื•ื•ื™ ืึท ื”ืขืจืฉืŸ, ืึท ืจื™ืœื™ื™ืฉืึทื ืึทืœ ื“ืึทื˜ืึทื‘ื™ื™ืก ืœื™ื’ืŸ ืื•ื™ืฃ ืึท ืกืขืจื•ื•ืขืจ. ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ื›ึผื•ืœืœ ื“ืึทื˜ืŸ ืคึผืึทืกื™ืง ืคึฟืึทืจ ืึทื ืึทืœื™ืกื™ืก. ืึทืŸ ETL ืคึผืจืึธืฆืขืก ืื™ื– ืœืึธื ื˜ืฉื˜ ืœื•ื™ื˜ ืึท ืคึผืœืึทืŸ, ื•ื•ืึธืก ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ื“ื™ ื•ื•ืขืจื›ืึทื•ืก ื“ืึทื˜ืŸ ืฆื• ื“ื™ ืœืขืฆื˜ืข. ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, ื“ื™ ื’ืื ืฆืข ืงื™ืš ืื™ื– ื‘ื™ืฉืœื™ื™ืžืขืก ื’ืขื“ื™ื ื˜ ื“ื•ืจืš ื™ื ื˜ืขื’ืจืึทื˜ื™ืึธืŸ ื‘ืึทื“ื™ื ื•ื ื’ืก, ื•ื•ืึธืก ื–ืขื ืขืŸ ื˜ื™ื™ืœ ืคื•ืŸ MS SQL Server.

ื•ื•ื™ ืคืจื™ืขืจ, ืื™ืจ ืงืขื ื˜ ื ื•ืฆืŸ ืขืงืกืกืขืœ, ืคึผืึธื•ื•ืขืจ BI ืึธื“ืขืจ ืื ื“ืขืจืข ืึทื ืึทืœื™ืกื™ืก ืžื›ืฉื™ืจื™ื ืึทื–ืึท ื•ื•ื™ ื˜ืึทื‘ืœืขืึทื• ืึธื“ืขืจ Qlik Sense ืฆื• ื‘ื•ื™ืขืŸ ืึท ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœ ืคื•ืŸ ื“ืึทื˜ืŸ ืื•ืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ. ืื‘ืขืจ ืงื•ื“ื ื•ื•ื™ืœ ืื™ืš ืื™ื™ืš ืื•ื™ืคืžืขืจืงื–ืื ืžืื›ืŸ ืื•ื™ืฃ ื ืืš ื ื’ืขืœืขื’ื ื”ื™ื™ื˜, ื•ื•ืืก ื“ื• ื•ื•ื™ื™ืกื˜ ืืคืฉืจ ื ื™ืฉื˜, ื˜ืจืืฅ ื“ืขื ื•ื•ืืก ืขืก ืื™ื– ื“ื™ืจ ืฉื•ื™ืŸ ื ืœืื ื’ืข ืฆื™ื™ื˜. ืžื™ืจ ื–ืขื ืขืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื‘ื ื™ืŸ ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœืก ื ื™ืฆืŸ MS SQL Server ืึทื ืึทืœื™ืกื™ืก ื‘ืึทื“ื™ื ื•ื ื’ืก, ื ื™ื™ืžืœื™ ืึทื ืึทืœื™ืกื™ืก ื‘ืึทื“ื™ื ื•ื ื’ืก.

ื“ืึทื˜ืึท ืžืึธื“ืขืœืก ืื™ืŸ ืžื™ื– ืึทื ืึทืœื™ืกื™ืก ื‘ืึทื“ื™ื ื•ื ื’ืก

ื“ืขืจ ืึธืคึผื˜ื™ื™ืœื•ื ื’ ืคื•ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืžืขืจ ื˜ืฉื™ืงืึทื•ื•ืข ืคึฟืึทืจ ื™ืขื ืข ื•ื•ืึธืก ืฉื•ื™ืŸ ื ื•ืฆืŸ MS SQL Server ืื™ืŸ ื–ื™ื™ืขืจ ืคื™ืจืžืข.

ืึทื ืึทืœื™ืกื™ืก ื‘ืึทื“ื™ื ื•ื ื’ืก ื“ืขืจื•ื•ื™ื™ึทืœ ื’ื™ื˜ ืฆื•ื•ื™ื™ ื˜ื™ื™ืคึผืก ืคื•ืŸ ื“ืึทื˜ืŸ ืžืึธื“ืขืœืก: ืžื•ืœื˜ื™ื“ื™ืžืขื ืกื™ืึธื ืึทืœ ืื•ืŸ ื˜ืึทื‘ื•ืœืึทืจ ืžืึธื“ืขืœืก. ืื™ืŸ ืึทื“ื™ืฉืึทืŸ ืฆื• ื“ืขื ืคืึทืงื˜ ืึทื– ื“ื™ ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ืžืึธื“ืขืœืก ื–ืขื ืขืŸ ืœื™ื ื’ืงื˜, ื“ื™ ื•ื•ืึทืœื•ืขืก ืคื•ืŸ ื“ื™ ืžืึธื“ืขืœ ื™ื ื“ื™ืงืึทื˜ืึธืจืก ื–ืขื ืขืŸ ืคืึทืจ-ืึทื’ื’ืจืขื’ื™ื™ื˜ืึทื“ ืื•ืŸ ืกื˜ืึธืจื“ ืื™ืŸ OLAP ืงื•ื‘ ืกืขืœื–, ืึทืงืกืขืกื˜ ื“ื•ืจืš MDX ืึธื“ืขืจ DAX ืคึฟืจืื’ืŸ. ืจืขื›ื˜ ืฆื• ื“ืขื ื“ืึทื˜ืŸ ืกื˜ืึธืจื™ื“ื–ืฉ ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ, ืึท ืึธื ืคึฟืจืขื’ ื•ื•ืึธืก ืกืคึผืึทื ืก ืžื™ืœื™ืึทื ื– ืคื•ืŸ ืจืขืงืึธืจื“ืก ืื™ื– ืื•ืžื’ืขืงืขืจื˜ ืื™ืŸ ืกืขืงื•ื ื“ืขืก. ื“ืขืจ ืื•ืคึฟืŸ ืคื•ืŸ ืึทืงืกืขืกื™ื ื’ ื“ืึทื˜ืŸ ืื™ื– ื ื™ื™ื˜ื™ืง ืคึฟืึทืจ ืงืึธืžืคึผืึทื ื™ืขืก ื•ื•ืขืžืขื ืก ื˜ืจืึทื ืกืึทืงื˜ื™ืึธืŸ ื˜ื™ืฉืŸ ืึทื ื˜ื”ืึทืœื˜ืŸ ืื™ื‘ืขืจ ืึท ืžื™ืœื™ืึธืŸ ืจืขืงืึธืจื“ืก (ื“ืขืจ ืื•ื™ื‘ืขืจืฉื˜ืขืจ ืฉื™ืขื•ืจ ืื™ื– ื ื™ืฉื˜ ืœื™ืžื™ื˜ืขื“).

ืขืงืกืกืขืœ, Power BI ืื•ืŸ ืคื™ืœืข ืื ื“ืขืจืข "ืจืขืคึผื™ืึทื˜ืึทื‘ืึทืœ" ืžื›ืฉื™ืจื™ื ืงืขื ืขืŸ ืคืึทืจื‘ื™ื ื“ืŸ ืฆื• ืึทื–ืึท ืžืึธื“ืขืœืก ืื•ืŸ ื•ื•ื™ื–ืฉื•ื•ืึทืœื™ื™ื– ื“ืึทื˜ืŸ ืคึฟื•ืŸ ื–ื™ื™ืขืจ ืกื˜ืจืึทืงื˜ืฉืขืจื–.

ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ื’ืขื ื•ืžืขืŸ ื“ื™ "ืึทื•ื•ืึทื ืกื™ืจื˜ืข" ื“ืจืš: ืื™ืจ ื”ืึธื˜ ืึธื˜ืึทืžื™ื™ื˜ื™ื“ ื“ื™ ETL ืคึผืจืึธืฆืขืก ืื•ืŸ ื’ืขื‘ื•ื™ื˜ ื’ืขืฉืขืคื˜ ืžืึธื“ืขืœืก ื ื™ืฆืŸ MS SQL Server ื‘ืึทื“ื™ื ื•ื ื’ืก, ืื™ืจ ืคืึทืจื“ื™ื ืขืŸ ืฆื• ื”ืึธื‘ืŸ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคึฟื™ืจืžืข ื˜ื•ื™ืขืจ.

ืคึฟื™ืจืžืข ื˜ื•ื™ืขืจ

ื“ื•ืจืš ืขืก, ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก ื•ื•ืขืœืŸ ืžืึธื ื™ื˜ืึธืจ ืื•ืŸ ืคื™ืจืŸ ื“ื™ ืจื™ืคึผืึธืจื˜ื™ื ื’ ืคึผืจืึธืฆืขืก. ื“ื™ ื‘ื™ื™ึทื–ื™ื™ึทืŸ ืคื•ืŸ ืึท ื˜ื•ื™ืขืจ ื•ื•ืขื˜ ืžืึทื›ืŸ ืขืก ืžืขื’ืœืขืš ืฆื• ืคืึทืจื™ื™ื ื™ืงืŸ ืคื™ืจืžืข ื“ื™ืจืขืงื˜ืขืจื™ื–: ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื•ื•ืขื’ืŸ ืงืœื™ื™ืึทื ืฅ, ืคึผืจืึธื“ื•ืงื˜ืŸ, ืžืึทื ืึทื“ื–ืฉืขืจื–, ืกืึทืคึผืœื™ื™ืขืจื– ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืืจืขื›ื˜ื™ื’ื˜ ืคึฟืึทืจ ืคืึทืจื’ืœื™ื™ึทืš, ืขื“ื™ื˜ื™ื ื’ ืื•ืŸ ื“ืึทื•ื ืœืึธื•ื“ื™ื ื’ ืื•ื™ืฃ ืื™ื™ืŸ ืึธืจื˜ ืคึฟืึทืจ ืึทืœืขืžืขืŸ ื•ื•ืืก ื ื™ืฆื˜ ืขืก. ืื•ื™ืฃ ื“ืขื ื˜ื•ื™ืขืจ, ืื™ืจ ืงืขื ืขืŸ ื™ื ืกื˜ืจื•ืžืขื ื˜ ืคืึทืจืฉื™ื“ืŸ ืคืึทื ื’ืงืฉืึทื ื– ืคึฟืึทืจ ื˜ืฉืึทื ื’ื™ื ื’ ื“ืึทื˜ืŸ ืื™ืŸ ืึทืงืึทื•ื ื˜ื™ื ื’ ืกื™ืกื˜ืขืžืขืŸ, ืœืžืฉืœ, ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืŸ ืจืขืคึผืœืึทืงื™ื™ืฉืึทืŸ. ืื•ืŸ ืจื•ื‘ึฟ ื™ืžืคึผืึธืจื˜ืึทื ื˜ืœื™, ืžื™ื˜ ื“ื™ ื”ื™ืœืฃ ืคื•ืŸ ื“ืขื ื˜ื•ื™ืขืจ, ื“ื™ ืคึผืจืึธื‘ืœืขื ืคื•ืŸ ืึธืจื’ืึทื ื™ื™ื–ื™ื ื’ ื“ื™ืคืขืจืขื ืฉื™ื™ื™ื˜ืึทื“ ืึทืงืกืขืก ืฆื• ืจื™ืคึผืึธืจืฅ ืื™ื– ื”ืฆืœื—ื” ืกืึทืœื•ื•ื“ - ืขืžืคึผืœื•ื™ื™ื– ื•ื•ืขืœืŸ ื–ืขืŸ ื‘ืœื•ื™ื– ื“ื™ ืจื™ืคึผืึธืจืฅ ื•ื•ืึธืก ื–ืขื ืขืŸ ืคึผืขืจืกื ืึทืœื™ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืคึฟืึทืจ ื–ื™ื™ืขืจ ื“ื™ืคึผืึทืจื˜ืžืึทื ืฅ ืื™ืŸ ื“ื™ ืคืึธืจืขื ื•ื•ืึธืก ืื™ื– ื‘ื“ืขื” ืคึฟืึทืจ ื–ื™ื™.

ืึธื‘ืขืจ, ืขืก ืื™ื– ื ืึธืš ื ื™ืฉื˜ ืงืœืึธืจ ื•ื•ื™ ื“ื™ ืึทืจื•ื™ืกื•ื•ื™ื™ึทื–ืŸ ืคื•ืŸ ืจื™ืคึผืึธืจืฅ ืื•ื™ืฃ ื“ืขื ื˜ื•ื™ืขืจ ื‘ืœืึทื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึธืจื’ืึทื ื™ื–ื™ืจื˜. ืฆื• ืขื ื˜ืคึฟืขืจืŸ ื“ืขื ืงืฉื™ื, ืื™ืจ ืขืจืฉื˜ืขืจ ื“ืึทืจืคึฟืŸ ืฆื• ื‘ืึทืฉืœื™ืกืŸ ืื•ื™ืฃ ื“ื™ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ืื•ื™ืฃ ื•ื•ืึธืก ื“ื™ ื˜ื•ื™ืขืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืขื‘ื•ื™ื˜. ืื™ืš ืคึฟืึธืจืฉืœืึธื’ืŸ ื ื™ืฆืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืคืจืึทืžืขื•ื•ืึธืจืงืก ื•ื•ื™ ืึท ื™ืงืขืจ: ASP.NET MVC/Web Forms/Core, ืึธื“ืขืจ Microsoft SharePoint. ืื•ื™ื‘ ื“ื™ื™ืŸ ืคื™ืจืžืข ื”ืื˜ ืœืคึผื—ื•ืช ืื™ื™ืŸ. ื ืขืฅ ื“ืขื•ื•ืขืœืึธืคึผืขืจ, ื“ื™ ื‘ืจื™ืจื” ื•ื•ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ืฉื•ื•ืขืจ. ืื™ืจ ืงืขื ื˜ ืื™ืฆื˜ ืกืขืœืขืงื˜ื™ืจืŸ ืึทืŸ OLAP ืงืœื™ืขื ื˜ ืื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื•ื•ืึธืก ืงืขื ืขืŸ ืคืึทืจื‘ื™ื ื“ืŸ ืฆื• ืžื•ืœื˜ื™ื“ื™ืžืขื ืกื™ืึธื ืึทืœ ืึธื“ืขืจ ื˜ืึทื‘ื•ืœืึทืจ ืžืึธื“ืขืœืก ืคื•ืŸ ืึทื ืึทืœื™ืกื™ืก ื‘ืึทื“ื™ื ื•ื ื’ืก.

ืกืขืœืขืงื˜ื™ื ื’ ืึทืŸ OLAP ืงืœื™ืขื ื˜ ืคึฟืึทืจ ื•ื•ื™ื–ืฉื•ื•ืึทืœืึทื–ื™ื™ืฉืึทืŸ

ืœืึธืžื™ืจ ืคืึทืจื’ืœื™ื™ื›ืŸ ืขื˜ืœืขื›ืข ืžื›ืฉื™ืจื™ื ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืžื“ืจื’ื” ืคื•ืŸ ืขืžื‘ืขื“ื“ื™ื ื’, ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืื•ืŸ ืคึผืจื™ื™ึทื–: Power BI, Telerik UI ืคึฟืึทืจ ASP.NET MVC ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืื•ืŸ RadarCube ASP.NET MVC ืงืึทืžืคึผืึธื•ื ืึทื ืฅ.

Power BI

ืฆื• ืึธืจื’ืึทื ื™ื–ื™ืจืŸ ืึทืงืกืขืก ืคึฟืึทืจ ืคื™ืจืžืข ืขืžืคึผืœื•ื™ื™ื– ืฆื• Power BI ืจื™ืคึผืึธืจืฅ ืื•ื™ืฃ ื“ื™ื™ืŸ ื˜ื•ื™ืขืจ ื‘ืœืึทื˜, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื ื•ืฆืŸ ื“ื™ ืคื•ื ืงืฆื™ืข Power BI ืขืžื‘ืขื“ื™ื“.

ืœืึธื–ืŸ ืžื™ืจ ื–ืึธื’ืŸ ืื™ืจ ื’ืœื™ื™ืš ืึทื– ืื™ืจ ื•ื•ืขื˜ ื“ืึทืจืคึฟืŸ ืึท Power BI ืคึผืจืขืžื™ื•ื ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ืื•ืŸ ื ืึธืš ื“ืขื“ืึทืงื™ื™ื˜ืึทื“ ืงืึทืคึผืึทืฆื™ื˜ืขื˜. ืžื™ื˜ ื“ืขื“ืึทืงื™ื™ื˜ืึทื“ ืงืึทืคึผืึทืฆื™ื˜ืขื˜ ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืึทืจื•ื™ืกื’ืขื‘ืŸ ื“ืึทืฉื‘ืึธืจื“ื– ืื•ืŸ ืจื™ืคึผืึธืจืฅ ืฆื• ื™ื•ื–ืขืจื– ืื™ืŸ ื“ื™ื™ืŸ ืึธืจื’ืึทื ื™ื–ืึทืฆื™ืข ืึธืŸ ืฆื• ืงื•ื™ืคืŸ ืœื™ื™ืกืึทื ืกื™ื– ืคึฟืึทืจ ื–ื™ื™.

ืขืจืฉื˜ืขืจ, ืึท ื‘ืึทืจื™ื›ื˜ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ืื™ืŸ Power BI ื“ืขืกืงื˜ืึธืคึผ ืื™ื– ืืจื•ื™ืก ืื•ื™ืฃ ื“ื™ Power BI ื˜ื•ื™ืขืจ ืื•ืŸ ื“ืขืจื ืึธืš, ืžื™ื˜ ื“ื™ ื”ื™ืœืฃ ืคื•ืŸ ืขื˜ืœืขื›ืข ืคึผืฉื•ื˜ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ, ืื™ื– ืขืžื‘ืขื“ื™ื“ ืื™ืŸ ืึท ื•ื•ืขื‘ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื‘ืœืึทื˜.

ืึทืŸ ืึทื ืึทืœื™ืกื˜ ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ืฉืขืคึผืŸ ื“ื™ ืคึผืจืึธืฆืขื“ื•ืจ ืคึฟืึทืจ ื“ื–ืฉืขื ืขืจื™ื™ื˜ื™ื ื’ ืึท ืคึผืฉื•ื˜ ื‘ืึทืจื™ื›ื˜ ืื•ืŸ ืืจื•ื™ืกื’ืขื‘ืŸ ืขืก, ืึธื‘ืขืจ ืขืจื ืกื˜ ืคึผืจืึธื‘ืœืขืžืก ืงืขื ืขืŸ ืื•ื™ืคืฉื˜ื™ื™ืŸ ืžื™ื˜ ืขืžื‘ืขื“ื“ื™ื ื’. ืขืก ืื™ื– ืื•ื™ืš ื–ื™ื™ืขืจ ืฉื•ื•ืขืจ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ืžืขืงืึทื ื™ื–ืึทื ืคื•ืŸ ืึธืคึผืขืจืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ืขื ื’ืขืฆื™ื™ึทื’: ืึท ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ื•ื•ืึธืœืงืŸ ืกืขืจื•ื•ื™ืก ืกืขื˜ื˜ื™ื ื’ืก, ืคื™ืœืข ืกืึทื‘ืกืงืจื™ืคึผืฉืึทื ื–, ืœื™ื™ืกืึทื ืกื™ื– ืื•ืŸ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืฉื˜ืืจืง ืคืึทืจื’ืจืขืกืขืจืŸ ื“ื™ ืคืึธื“ืขืจื•ื ื’ ืคึฟืึทืจ ืึท ืžื•ืžื›ืข ืก ื˜ืจื™ื™ื ื™ื ื’ ืžื“ืจื’ื”. ืึทื–ื•ื™ ืขืก ืื™ื– ื‘ืขืกืขืจ ืฆื• ืขื ื˜ืจืึทืกื˜ ื“ืขื ืึทืจื‘ืขื˜ ืฆื• ืึท IT ืžื•ืžื›ืข.

ื˜ืขืœืขืจื™ืง ืื•ืŸ RadarCube ืงืึทืžืคึผืึธื•ื ืึทื ืฅ

ืฆื• ื•ื™ืกืฉื˜ื™ืžืขืŸ ื˜ืขืœืขืจื™ืง ืื•ืŸ RadarCube ืงืึทืžืคึผืึธื•ื ืึทื ืฅ, ืขืก ืื™ื– ื’ืขื ื•ื’ ืฆื• ื”ืึธื‘ืŸ ืึท ื™ืงืขืจื“ื™ืง ืžื“ืจื’ื” ืคื•ืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ื˜ืขื›ื ืึธืœืึธื’ื™ืข. ื“ืขืจื™ื‘ืขืจ, ื“ื™ ืคืึทื›ืžืึทืŸ ืกืงื™ืœื– ืคื•ืŸ ืื™ื™ืŸ ืคึผืจืึธื’ืจืึทืžื™ืกื˜ ืคื•ืŸ ื“ื™ IT ืึธืคึผื˜ื™ื™ืœื•ื ื’ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื’ืึทื ืฅ ื’ืขื ื•ื’. ื›ืœ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ืึธืŸ ืื™ื– ืฉื˜ืขืœืŸ ื“ืขื ืงืึธืžืคึผืึธื ืขื ื˜ ืื•ื™ืฃ ืึท ื•ื•ืขื‘ ื‘ืœืึทื˜ ืื•ืŸ ืงืึทืกื˜ืึทืžื™ื™ื– ืขืก ืฆื• ื“ื™ื™ืŸ ื“ืึทืจืฃ.

ืงืึธืžืคึผืึธื ืขื ื˜ PivotGrid ืคึฟื•ืŸ ื“ื™ Telerik UI ืคึฟืึทืจ ASP.NET MVC ืกื•ื•ื™ื˜ ืื™ื– ืขืžื‘ืขื“ื™ื“ ืื™ืŸ ื“ื™ ื‘ืœืึทื˜ ืื•ื™ืฃ ืึท ื’ืจืึทืฆื™ืขื– ืจื™ื™ื–ืขืจ ืฉื˜ื™ื™ื’ืขืจ ืื•ืŸ ื’ื™ื˜ ื“ื™ ืžืขืจืกื˜ ื ื™ื™ื˜ื™ืง OLAP ืคืึทื ื’ืงืฉืึทื ื–. ืึธื‘ืขืจ, ืื•ื™ื‘ ืื™ืจ ื“ืึทืจืคืŸ ืžืขืจ ืคืœืขืงืกืึทื‘ืึทืœ ืฆื•ื‘ื™ื ื“ ืกืขื˜ื˜ื™ื ื’ืก ืื•ืŸ ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™, ืขืก ืื™ื– ื‘ืขืกืขืจ ืฆื• ื ื•ืฆืŸ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ RadarCube ASP.NET MVC. ื ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ืกืขื˜ื˜ื™ื ื’ืก, ืจื™ื™ึทืš ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืžื™ื˜ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืจื™ื“ื™ืคื™ื™ืŸ ืื•ืŸ ื™ืงืกืคึผืึทื ื“ ืขืก, ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ืฆื• ืฉืึทืคึฟืŸ ืึทืŸ OLAP ื‘ืึทืจื™ื›ื˜ ืคื•ืŸ ืงื™ื™ืŸ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™.

ื•ื ื˜ืขืจ ืื™ื– ืึท ื˜ื™ืฉ ื•ื•ืึธืก ืงืึทืžืคึผืขืจื™ื ื’ ื“ื™ ืงืขืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก ืคื•ืŸ ื“ื™ ื™ื ืกื˜ืจืึทืžืึทื ืฅ ืื•ื ื˜ืขืจ ื‘ืึทื˜ืจืึทื›ื˜ื•ื ื’ ืื•ื™ืฃ ื“ื™ ื ื™ื“ืขืจื™ืง-ืžื™ื˜ืœ-ื”ื•ื™ืš ื•ื•ืึธื’.

 
Power BI
Telerik UI ืคึฟืึทืจ ASP.NET MVC
RadarCube ASP.NET MVC

ื•ื•ื™ืกื•ืึทืœื™ื–ืึทื˜ื™ืึธืŸ
ื”ื•ื™ืš
ื ื™ื“ืขืจื™ืง
ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš

ืฉื˜ืขืœืŸ ืคื•ืŸ OLAP ืคืึทื ื’ืงืฉืึทื ื–
ื”ื•ื™ืš
ื ื™ื“ืขืจื™ืง
ื”ื•ื™ืš

ื‘ื™ื™ื’ื™ืงื™ื™ื˜ ืคื•ืŸ ืงื•ืกื˜ืึธืžื™ื–ืึทื˜ื™ืึธืŸ
ื”ื•ื™ืš
ื”ื•ื™ืš
ื”ื•ื™ืš

ืžืขื’ืœืขื›ืงื™ื™ื˜ ืคื•ืŸ ืึธื•ื•ื•ืขืจืจื™ื™ื“ื™ื ื’ ืคืึทื ื’ืงืฉืึทื ื–
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ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืงื•ืกื˜ืึธืžื™ื–ืึทื˜ื™ืึธืŸ
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ืžื“ืจื’ื” ืคื•ืŸ ืงืึทืžืคึผืœืขืงืกื™ื˜ื™ ืคื•ืŸ ืขืžื‘ืขื“ื“ื™ื ื’ ืื•ืŸ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ
ื”ื•ื™ืš
ื ื™ื“ืขืจื™ืง
ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš

ืžื™ื ื™ืžื•ื ืคึผืจื™ื™ึทื–
Power BI Premium EM3

190 ืจื•ื‘ืœ / ื—ื•ื“ืฉ
ืื™ื™ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ

90 000 RUB

ืื™ื™ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ

25 000 RUB

ืื™ืฆื˜ ืื™ืจ ืงืขื ืขืŸ ืžืึทืš ืื•ื™ืฃ ืฆื• ื“ื™ืคื™ื™ื ื™ื ื’ ืงืจื™ื™ื˜ื™ืจื™ืึท ืคึฟืึทืจ ื˜ืฉื•ื–ื™ื ื’ ืึทืŸ ืึทื ืึทืœื™ืกื™ืก ื’ืขืฆื™ื™ึทื’.

ืžืึทื›ื˜ BI ืกืขืœืขืงืฆื™ืข ืงืจื™ื™ื˜ื™ืจื™ืึท

  • ืื™ืจ ื–ืขื ื˜ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืื™ืŸ ืจื™ืคึผืึธืจืฅ ื•ื•ืึธืก ื–ืขื ืขืŸ ืจื™ื™ึทืš ืื™ืŸ ืึท ืคืึทืจืฉื™ื™ื“ื ืงื™ื™ึทื˜ ืคื•ืŸ ืžืขื˜ืจื™ืงืก ืื•ืŸ ื“ืึทื˜ืŸ-ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ืขืœืขืžืขื ื˜ืŸ.
  • ืื™ืจ ื•ื•ื™ืœื˜ ืึทื– ืขืžืคึผืœื•ื™ื™ื– ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืจื™ืคึผืึธืจืฅ ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ืื•ืŸ ื’ืขืฉื•ื•ื™ื ื“ ื‘ืึทืงื•ืžืขืŸ ืขื ื˜ืคึฟืขืจืก ืฆื• ื–ื™ื™ืขืจ ื’ืขืฉืขืคื˜ ืคึผืจืึธื‘ืœืขืžืก ืื•ื™ืฃ ืึทืŸ ื™ื ื˜ื•ืึทื˜ื™ื•ื• ื•ื•ืขื’.
  • ื“ื™ ืคื™ืจืžืข ื”ืื˜ ืึทืŸ IT ืžื•ืžื›ืข ืžื™ื˜ BI ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกืงื™ืœื–.
  • ื“ื™ ืคื™ืจืžืข 'ืก ื‘ื•ื“ื–ืฉืขื˜ ื›ื•ืœืœ ืึท ื’ืจื•ื™ืก ืกื•ืžืข ืคื•ืŸ โ€‹โ€‹ื›ื•ื™ื“ืขืฉืœืขืš ืฆืึธืœื•ื ื’ ืคึฟืึทืจ ืึท ื•ื•ืึธืœืงืŸ ื’ืขืฉืขืคื˜ ืกื™ื™ื›ืœ ื“ื™ื ืกื˜.

ื˜ื ืึธื™ื ืคึฟืึทืจ ืกืึทืœืขืงื˜ื™ื ื’ ื˜ืขืœืขืจื™ืง ืงืึทืžืคึผืึธื•ื ืึทื ืฅ

  • ืžื™ืจ ื“ืึทืจืคึฟืŸ ืึท ืคึผืฉื•ื˜ OLAP ืงืœื™ืขื ื˜ ืคึฟืึทืจ ืึทื“ ื”ืึธืง ืึทื ืึทืœื™ืกื™ืก.
  • ื“ื™ ืคื™ืจืžืข ื”ืื˜ ืึทืŸ ืคึผืึธื–ื™ืฆื™ืข-ืžื“ืจื’ื”. ื ืขืฅ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืื•ื™ืฃ ืฉื˜ืขืงืŸ.
  • ื ืงืœื™ื™ืŸ ื‘ื•ื“ื–ืฉืขื˜ ืคึฟืึทืจ ืึท ืื™ื™ืŸ-ืฆื™ื™ึทื˜ ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ืงื•ื™ืคืŸ ืื•ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ ืจื™ื ื•ืึทืœ ืžื™ื˜ ืึท ืึทืจืึธืคึผืจืขื›ืขื ืขืŸ ืคื•ืŸ ื•ื•ื™ื™ื ื™ืงืขืจ ื•ื•ื™ 20%.

ืงืึธื ื“ื™ื˜ื™ืึธื ืก ืคึฟืึทืจ ืกืึทืœืขืงื˜ื™ื ื’ RadarCube ืงืึทืžืคึผืึธื•ื ืึทื ืฅ

  • ืื™ืจ ื“ืึทืจืคึฟืŸ ืึท ืžื•ืœื˜ื™ืคื•ื ืงื˜ื™ืึธื ืึทืœ OLAP ืงืœื™ืขื ื˜ ืžื™ื˜ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืงืึทืกื˜ืึทืžื™ื™ื– ื“ื™ ืฆื•ื‘ื™ื ื“, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ืื™ื™ื ืขืจ ื•ื•ืึธืก ืฉื˜ื™ืฆื˜ ืขืžื‘ืขื“ื“ื™ื ื’ ื“ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืคืึทื ื’ืงืฉืึทื ื–.
  • ื“ื™ ืคื™ืจืžืข ื”ืื˜ ืึท ืžื™ื˜ืœ-ืžื“ืจื’ื”. ื ืขืฅ ื“ืขื•ื•ืขืœืึธืคึผืขืจ ืื•ื™ืฃ ืฉื˜ืขืงืŸ. ืื•ื™ื‘ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื“ืขืจ ืคืึทืœ, ื“ื™ ืงืึธืžืคึผืึธื ืขื ื˜ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ื•ื•ืขืœืŸ ืœื™ื‘ ืฆื•ืฉื˜ืขืœืŸ ื–ื™ื™ืขืจ ื‘ืึทื“ื™ื ื•ื ื’ืก, ืึธื‘ืขืจ ืคึฟืึทืจ ืึทืŸ ื ืึธืš ืึธืคึผืฆืึธืœ ื•ื•ืึธืก ืื™ื– ื ื™ืฉื˜ ื™ืงืกื™ื“ ื“ื™ ื’ืขืฆืึธืœื˜ ืžื“ืจื’ื” ืคื•ืŸ ืึท ืคื•ืœ-ืฆื™ื™ื˜ ืคึผืจืึธื’ืจืึทืžื™ืกื˜.
  • ื ืงืœื™ื™ืŸ ื‘ื•ื“ื–ืฉืขื˜ ืคึฟืึทืจ ืึท ืื™ื™ืŸ-ืฆื™ื™ึทื˜ ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ืงื•ื™ืคืŸ ืื•ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ ืจื™ื ื•ืึทืœ ืžื™ื˜ ืึท ืึทืจืึธืคึผืจืขื›ืขื ืขืŸ ืคื•ืŸ 60%.

ืกืึธืฃ

ื˜ืฉืึธืึธืกื™ื ื’ ื“ื™ ืจืขื›ื˜ ื’ืขืฆื™ื™ึทื’ ืคึฟืึทืจ ื’ืขืฉืขืคื˜ ืึทื ืึทืœื™ื˜ื™ืงืก ื•ื•ืขื˜ ืœืึธื–ืŸ ืื™ืจ ื’ืึธืจ ืคืึทืจืœืึธื–ืŸ ืจื™ืคึผืึธืจื˜ื™ื ื’ ืื™ืŸ ืขืงืกืกืขืœ. ื“ื™ื™ืŸ ืคื™ืจืžืข ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื‘ื™ืกืœืขื›ื•ื•ื™ื™ึทื– ืื•ืŸ ืคึผื™ื™ื ืœืึทืกืœื™ ืžืึทืš ืฆื• ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ืึทื•ื•ืึทื ืกื™ืจื˜ืข ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ BI ืื•ืŸ ืึธื˜ืึทืžื™ื™ื˜ ื“ื™ ืึทืจื‘ืขื˜ ืคื•ืŸ ืึทื ืึทืœื™ืก ืื™ืŸ ืึทืœืข ื“ื™ืคึผืึทืจื˜ืžืึทื ืฅ.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’