data analysis course

ืžื›ื™ืœ ืžื•ื“ืขื•ืช
+1Kโ€
ื”ื•ืจื“ื•ืช
ืกื™ื•ื•ื’ ืชื•ื›ืŸ
ื›ื•ืœื
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš

ืžื™ื“ืข ืขืœ ืืคืœื™ืงืฆื™ื” ื–ื•

ืžื”ื• ื ื™ืชื•ื— ื ืชื•ื ื™ื? ืฉื™ื˜ื•ืช, ืชื”ืœื™ื›ื™ื ื•ืกื•ื’ื™ื ืžื•ืกื‘ืจื™ื, ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื

ืขื ืืคืœื™ืงืฆื™ื™ืช ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื ืืชื” ื™ื›ื•ืœ ืœืžืฆื•ื ืžื“ืจื™ื›ื™ื ืฉืœ ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื, ืžื“ืจื™ื›ื™ ืชื›ื ื•ืช, ืชื•ื›ื ื•ืช, ืฉืืœื•ืช ื•ืชืฉื•ื‘ื•ืช ื•ื›ืœ ืžื” ืฉืืชื” ืฆืจื™ืš ื›ื“ื™ ืœืœืžื•ื“ ืืช ื”ื™ืกื•ื“ื•ืช ืฉืœ ืžื“ืขื™ ื”ื ืชื•ื ื™ื ืื• ืœื”ื™ื•ืช ืžื•ืžื—ื” ื‘ืชื›ื ื•ืช ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื.

ืชื•ื›ืŸ ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ ื™ื™ืฉื•ืžื™ื

โ— ืžื”ื• ื ื™ืชื•ื— ื ืชื•ื ื™ื?
โ— ืžื“ื•ืข ื ื™ืชื•ื— ื ืชื•ื ื™ื ื—ืฉื•ื‘?
โ— ืžื”ื• ืชื”ืœื™ืš ื ื™ืชื•ื— ื”ื ืชื•ื ื™ื?
โ— ืžื”ื™ ื”ื—ืฉื™ื‘ื•ืช ืฉืœ ื ื™ืชื•ื— ื ืชื•ื ื™ื ื‘ืžื—ืงืจ?
โ— ืžื”ื• ื ื™ืชื•ื— ื ืชื•ื ื™ื: ืกื•ื’ื™ ื ื™ืชื•ื— ื ืชื•ื ื™ื
โ— ืฉื™ื˜ื•ืช ื ื™ืชื•ื— ื ืชื•ื ื™ื
โ— ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื•ืœืžื™ื“ืช ืžื›ื•ื ื”
โ— ืื™ืš ืœื”ื™ื•ืช ืžื ืชื— ื ืชื•ื ื™ื
โ— ืฉืืœื•ืช ื ืคื•ืฆื•ืช

ืขืกืงื™ื ื›ื™ื•ื ื–ืงื•ืงื™ื ืœื›ืœ ื™ืชืจื•ืŸ ื•ื™ืชืจื•ืŸ ืฉื”ื ื™ื›ื•ืœื™ื ืœืงื‘ืœ. ื”ื•ื“ื•ืช ืœืžื›ืฉื•ืœื™ื ื›ืžื• ืฉื•ื•ืงื™ื ื”ืžืฉืชื ื™ื ื‘ืžื”ื™ืจื•ืช, ืื™ ื•ื“ืื•ืช ื›ืœื›ืœื™ืช, ื ื•ืคื™ื ืคื•ืœื™ื˜ื™ื™ื ืžืฉืชื ื™ื, ื’ื™ืฉื•ืช ืฆืจื›ื ื™ื•ืช ืงืžืฆื ื™ื•ืช, ื•ืืคื™ืœื• ืžื’ื™ืคื•ืช ืขื•ืœืžื™ื•ืช, ืขืกืงื™ื ื›ื™ื•ื ืขื•ื‘ื“ื™ื ืขื ืžืจื•ื•ื—ื™ื ืงื˜ื ื™ื ื™ื•ืชืจ ืœื˜ืขื•ื™ื•ืช.

ื—ื‘ืจื•ืช ืฉืจื•ืฆื•ืช ืœื ืจืง ืœื”ื™ืฉืืจ ื‘ืขืกืง ืืœื ื’ื ืœืฉื’ืฉื’ ื™ื›ื•ืœื•ืช ืœืฉืคืจ ืืช ืกื™ื›ื•ื™ื™ ื”ื”ืฆืœื—ื” ืฉืœื”ืŸ ืขืœ ื™ื“ื™ ื‘ื™ืฆื•ืข ื‘ื—ื™ืจื•ืช ื—ื›ืžื•ืช ืชื•ืš ืชืฉื•ื‘ื” ืœืฉืืœื”: "ืžื”ื• ื ื™ืชื•ื— ื ืชื•ื ื™ื?" ื•ืื™ืš ืื“ื ืื• ืืจื’ื•ืŸ ืžื‘ืฆืขื™ื ืืช ื”ื‘ื—ื™ืจื•ืช ื”ืœืœื•? ื”ื ืขื•ืฉื™ื ื–ืืช ืขืœ ื™ื“ื™ ืื™ืกื•ืฃ ืžื™ื“ืข ืฉื™ืžื•ืฉื™ ืจื‘ ื›ื›ืœ ื”ืืคืฉืจ, ื•ืœืื—ืจ ืžื›ืŸ ืžืฉืชืžืฉื™ื ื‘ื• ื›ื“ื™ ืœืงื‘ืœ ื”ื—ืœื˜ื•ืช ืžื•ืฉื›ืœื•ืช ื™ื•ืชืจ!

ืืกื˜ืจื˜ื’ื™ื” ื–ื• ื”ื™ื ืฉื›ืœ ื™ืฉืจ, ื•ื”ื™ื ื—ืœื” ืขืœ ื”ื—ื™ื™ื ื”ืื™ืฉื™ื™ื ื›ืžื• ื’ื ืขืœ ื”ืขืกืงื™ื. ืืฃ ืื—ื“ ืœื ืžืงื‘ืœ ื”ื—ืœื˜ื•ืช ื—ืฉื•ื‘ื•ืช ืžื‘ืœื™ ืœื‘ืจืจ ืชื—ื™ืœื” ืžื” ืขื•ืžื“ ืขืœ ื”ืคืจืง, ื”ื™ืชืจื•ื ื•ืช ื•ื”ื—ืกืจื•ื ื•ืช ื•ื”ืชื•ืฆืื•ืช ื”ืืคืฉืจื™ื•ืช. ื‘ืื•ืคืŸ ื“ื•ืžื”, ืืฃ ื—ื‘ืจื” ืฉืจื•ืฆื” ืœื”ืฆืœื™ื— ืฆืจื™ื›ื” ืœืงื‘ืœ ื”ื—ืœื˜ื•ืช ืขืœ ืกืžืš ื ืชื•ื ื™ื ื’ืจื•ืขื™ื. ืืจื’ื•ื ื™ื ื–ืงื•ืงื™ื ืœืžื™ื“ืข; ื”ื ืฆืจื™ื›ื™ื ื ืชื•ื ื™ื. ื›ืืŸ ื ื›ื ืก ืœืชืžื•ื ื” ื ื™ืชื•ื— ื”ื ืชื•ื ื™ื.

ื›ืขืช, ืœืคื ื™ ืฉื ื›ื ืก ืœืคืจื˜ื™ื ืขืœ ืฉื™ื˜ื•ืช ื ื™ืชื•ื— ื”ื ืชื•ื ื™ื, ื”ื‘ื” ื ื‘ื™ืŸ ืชื—ื™ืœื” ืžื”ื• ื ื™ืชื•ื— ื ืชื•ื ื™ื.

ืขื ืืคืœื™ืงืฆื™ื™ืช "ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื" ืชื•ื›ืœื• ืœื”ืคื•ืš ื ื™ืชื•ื—ื™ื ื•ื”ื“ืžื™ื™ืช ื ืชื•ื ื™ื ืœืงืœื™ื ื•ืžื”ื ื™ื.
ืœื”ืœืŸ ื”ืชื›ื•ื ื•ืช ืฉื™ื”ืคื›ื• ืื•ืชื ื• ืœื‘ื—ื™ืจื” ื”ื™ื—ื™ื“ื” ืฉืœืš ืœืœื™ืžื•ื“ ืžื“ืขื™ ื”ื ืชื•ื ื™ื -

ืื•ืกืฃ ืžื“ื”ื™ื ืฉืœ ืฉื™ืขื•ืจื™ ืžื“ืขื™ ื ืชื•ื ื™ื ื‘ืจืžืช ื”ื›ื™ืชื”
โ—„ ืฉืืœื•ืช ื•ืชืฉื•ื‘ื•ืช ื‘ืงื˜ื’ื•ืจื™ื•ืช ืฉื•ื ื•ืช
โ—„ ืฉืืœื•ืช ื—ืฉื•ื‘ื•ืช ืœื‘ื—ื™ื ื”
โ—„ ืฉื™ืขื•ืจื™ื ืœืžืชื—ื™ืœื™ื ืื• ืžื•ืžื—ื™ื ื‘ืžื“ืขื™ ื”ื ืชื•ื ื™ื

ืœืืคืœื™ืงืฆื™ื™ืช ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื ื™ืฉ ืžืžืฉืง ืžืฉืชืžืฉ ืคืฉื•ื˜ ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ ื‘ืืžืช. ื–ื•ื”ื™ ื”ืืคืœื™ืงืฆื™ื” ื”ื˜ื•ื‘ื” ื‘ื™ื•ืชืจ ืฉืžืืคืฉืจืช ืœืš ืœืœืžื•ื“ ืžื“ืขื™ ื ืชื•ื ื™ื ื‘ื—ื™ื ื. ืื– ืœืžื” ืืชื” ืžื—ื›ื”? ื”ื•ืจื“ ืืช ื”ืืคืœื™ืงืฆื™ื” ืขื›ืฉื™ื• ื›ื“ื™ ืœื”ืคื•ืš ืœืžื•ืžื—ื” ืœื ื™ืชื•ื— ื ืชื•ื ื™ื

ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื ื”ื•ื ื”ืืคืœื™ืงืฆื™ื” ื”ืงืœื” ื‘ืขื•ืœื ืœื ื™ืชื•ื— ื ืชื•ื ื™ื ืกื˜ื˜ื™ืกื˜ื™ ืขื‘ื•ืจ:
ื”ืคืฉื˜ื•ืช ืฉืœื• ืžื›ื™ื•ื•ืŸ ืฉื”ื™ื ืžืฉืชืžืฉืช ื‘ืžืžืฉืง ื’ืจืคื™ ื›ื“ื™ ืœืงืจื•ื ืœื›ืœ ืคื•ื ืงืฆื™ื” ื•ืื™ื ื” ื“ื•ืจืฉืช ืงื•ื“ื™ ืชื›ื ื•ืช
- ื”ืžืงืฆื•ืขื™ื•ืช ืฉืœื• ืžื›ื™ื•ื•ืŸ ืฉื”ื™ื ื›ื•ืœืœืช ืืช ื›ืœ ืฉืœื‘ื™ ื”ื ื™ืชื•ื— ืžื”ื™ื‘ื•ื, ื•ืขื“ ืœื”ื›ื ืช ื ืชื•ื ื™ื, ื•ืืคื™ืœื• ื ื™ืชื•ื— ื•ื”ืฆื’ืช ืชื•ืฆืื•ืช, ื›ืžื• ื’ื ื”ืฉื™ืžื•ืฉ ื‘ื• ื‘ืืจื’ื•ื ื™ื ืจื‘ื™ื ื›ื’ื•ืŸ ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช, ืžืจื›ื–ื™ ืžื—ืงืจ ืžื™ื•ื—ื“ื™ื ื‘ื‘ืชื™ ื—ื•ืœื™ื, ืžื ื”ืœื™ื ืฆื™ื‘ื•ืจื™ื™ื, ืขืžื•ืชื•ืช, ื’ื•ืคื™ื ื• ื—ื‘ืจื•ืช ืคืจื˜ื™ื•ืช.

ืขืœ ื™ื“ื™ ื”ื•ืจื“ืช ืืคืœื™ืงืฆื™ื™ืช ืงื•ืจืก ื ื™ืชื•ื— ื ืชื•ื ื™ื ืชื”ื™ื” ืœืš ื’ื™ืฉื” ืœ:

โ—† ื”ื“ืจื›ื” ืœืฉื™ืžื•ืฉ ื‘ืชื•ื›ื ื™ืช ื”ืžื–ื•ื”ื” ืœืคื™ ื ื•ืฉื (ืžื‘ื•ื ื•ืžืชืžืงื“ ื‘ืคื•ื ืงืฆื™ื•ืช ืกืคืฆื™ืคื™ื•ืช ื›ืžื• ื”ื›ื ืช ื ืชื•ื ื™ื ืื• ืจื’ืจืกื™ื”) ื•ืชื—ื•ื (ื‘ืจื™ืื•ืช, ืกื‘ื™ื‘ืชื™, ื—ื‘ืจืชื™, ื›ืœื›ืœื™, ืชื™ื™ืจื•ืช)
ืขื“ื›ื•ืŸ ืื—ืจื•ืŸ ื‘ืชืืจื™ืš
14 ื‘ื™ื•ืœื™ 2024

ืื‘ื˜ื—ืช ื ืชื•ื ื™ื

ื›ื“ื™ ืœืฉืžื•ืจ ืขืœ ื”ื‘ื˜ื™ื—ื•ืช ืฆืจื™ืš ืงื•ื“ื ื›ืœ ืœื”ื‘ื™ืŸ ืื™ืš ื”ืžืคืชื—ื™ื ืื•ืกืคื™ื ื•ืžืฉืชืคื™ื ืืช ื”ื ืชื•ื ื™ื ืฉืœืš. ื ื•ื”ืœื™ ืคืจื˜ื™ื•ืช ื”ื ืชื•ื ื™ื ื•ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ืขืฉื•ื™ื™ื ืœื”ืฉืชื ื•ืช ื‘ื”ืชืื ืœืฉื™ืžื•ืฉ, ืœืื–ื•ืจ ื•ืœื’ื™ืœ ื”ืžืฉืชืžืฉ. ื”ืžืคืชื— ืกื™ืคืง ืืช ื”ืžื™ื“ืข ื”ื–ื” ื•ื”ื•ื ืขืฉื•ื™ ืœืขื“ื›ืŸ ืื•ืชื• ืžื“ื™ ืคืขื.
ืœื ืžืชื‘ืฆืข ืฉื™ืชื•ืฃ ื ืชื•ื ื™ื ืขื ืฆื“ื“ื™ื ืฉืœื™ืฉื™ื™ื
ื”ื ืชื•ื ื™ื ืžื•ืฆืคื ื™ื ื‘ื–ืžืŸ ื”ื”ืขื‘ืจื”
ืื™ ืืคืฉืจ ืœืžื—ื•ืง ืืช ื”ื ืชื•ื ื™ื