Predictive Analytics

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ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš
ืฆื™ืœื•ื ืžืกืš

ืžื™ื“ืข ืขืœ ื”ืืคืœื™ืงืฆื™ื” ื”ื–ื•

ืืคืœื™ืงืฆื™ื” ื–ื• ื ื•ืฆืจืช ืขืœ ืจืงืข ื”ืฆื•ืจืš ื”ื’ื•ื‘ืจ ืฉืœ ืคืชืจื•ื ื•ืช ืขืกืงื™ื™ื ืžื•ื ืข-ื ืชื•ื ื™ื. ื™ืฉื ื ืฉืœื•ืฉื” ืชื—ื•ืžื™ ืœื™ื‘ื” ื‘ื”ื ื ืชื•ื ื™ื ื—ืฉื•ื‘ื™ื ืœืขืกืง: ืฉื™ืคื•ืจ ืงื‘ืœืช ื”ื”ื—ืœื˜ื•ืช, ืฉื™ืคื•ืจ ืคืขื•ืœื•ืช ื•ืžื•ื ื˜ื™ื–ืฆื™ื” ืฉืœ ื”ื ืชื•ื ื™ื. ื‘ื”ื ื—ื™ื™ืช ืฉืœื•ืฉืช ื”ืฆืจื›ื™ื ื”ืœืœื•, ืขื™ืฆื‘ื ื• ื›ืœื™ื ืฉื™ื•ื›ืœื• ืœืกืคืง ื”ืฉืคืขื” ืœืขืกืงื™ื ื•ืืจื’ื•ื ื™ื ืœืงืจืืช ืฉืœื•ืฉื” ืขืžื•ื“ื™ ื ืชื•ื ื™ื ืœื’ื™ืœื•ื™, ื ืชื•ื ื™ื ืœื”ื—ืœื˜ื•ืช ื•ื ืชื•ื ื™ื ืœื—ืœื•ืงืช ื“ื™ื‘ื™ื“ื ื“ื™ื
ื›ื™ื•ื ื›ืœื™ ื”ื‘ื™ื ื” ื”ืขืกืงื™ืช ื“ื•ืจืฉื™ื ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืžืขื˜ ืžืื•ื“, ืื ื‘ื›ืœืœ, ืชืžื™ื›ื” ืžืžื—ืœืงืช ื”- IT. ืžื ื”ืœื™ ืขืกืงื™ื ื™ื›ื•ืœื™ื ืœื”ืชืื™ื ืื™ืฉื™ืช ืœื•ื—ื•ืช ืžื—ื•ื•ื ื™ื ื›ื“ื™ ืœื”ืฆื™ื’ ืืช ื”ื ืชื•ื ื™ื ืฉื”ื ืจื•ืฆื™ื ืœืจืื•ืช ื•ืœื”ืคืขื™ืœ ื“ื•ื—ื•ืช ืžื•ืชืืžื™ื ืื™ืฉื™ืช ืชื•ืš ื›ื“ื™ ืชื ื•ืขื”. ื”ืฉื™ื ื•ื™ื™ื ื‘ืื•ืคืŸ ื‘ื• ื ื™ืชืŸ ืœื›ืจื•ืช ื•ืœื“ืžื™ื™ืŸ ื ืชื•ื ื™ื ืžืืคืฉืจื™ื ืœืžื ื”ืœื™ื ืขืกืงื™ื™ื ืฉืื™ืŸ ืœื”ื ืจืงืข ื˜ื›ื ื•ืœื•ื’ื™, ืœืขื‘ื•ื“ ืขื ื›ืœื™ ื ื™ืชื•ื— ื•ืœืงื‘ืœ ื”ื—ืœื˜ื•ืช ืžื•ื ื—ื•ืช ื ืชื•ื ื™ื.
ื ื™ื”ื•ืœ ื”ื—ืœื˜ื•ืช ืžื•ื ืข ื ืชื•ื ื™ื ื ืขืฉื” ื‘ื“ืจืš ื›ืœืœ ื›ื“ืจืš ืœื”ืฉื™ื’ ื™ืชืจื•ืŸ ืชื—ืจื•ืชื™ ืžื—ืงืจื™ื ืฉื•ื ื™ื ื”ืจืื• ื›ื™ ืืจื’ื•ื ื™ื ื”ืžื•ื ืขื™ื ื‘ืขื™ืงืจ ืขืœ ื™ื“ื™ ืงื‘ืœืช ื”ื—ืœื˜ื•ืช ืžื‘ื•ืกืกืช ื ืชื•ื ื™ื ื”ื™ื• ื‘ืขืœื™ ืฉื™ืขื•ืจื™ ืชืคื•ืงื” ื’ื‘ื•ื”ื™ื ื™ื•ืชืจ ื•ืจื•ื•ื—ื™ื ื’ื‘ื•ื”ื™ื ื™ื•ืชืจ. ืขื ื–ืืช, ื ื™ืชืŸ ืœื•ืžืจ ืขืœ ืฉื™ืœื•ื‘ ื›ืžื•ื™ื•ืช ืื“ื™ืจื•ืช ืฉืœ ืžื™ื“ืข ืžืชื—ื•ืžื™ื ืฉื•ื ื™ื ืฉืœ ื”ืขืกืง ื•ืฉื™ืœื•ื‘ื• ื›ื“ื™ ืœื”ืคื™ืง ื ืชื•ื ื™ื ื”ื ื™ืชื ื™ื ืœืคืขื•ืœื” ื‘ื–ืžืŸ ืืžืช. ื–ื” ื“ื•ืจืฉ ืฉื™ืœื•ื‘ ืฉืœ ืฉื™ื ื•ื™ ืชืจื‘ื•ืชื™
ืžื’ืžื•ืช ืžืคืชื— ืืœื” ื”ืžืขืฆื‘ื•ืช ืืช ื”ืขื ืฃ ื”ื•ื‘ื™ืœื• ืื•ืชื ื• ืœืขืกื•ืง ื‘ืžื™ืฆื•ื‘ ืืกื˜ืจื˜ื’ื™ ื—ื“ืฉ ื›ื“ื™ ืœื ื•ื•ื˜ ื•ืœื—ืคืฉ ื”ืชืืžื” ืขื ื”ืชืคื•ืฆื” ื”ื—ื“ืฉื”.

ืคืœื˜ืคื•ืจืžื” ื–ื• ืชืชืžื•ืš ื‘ื”ืžืฉืš
ืขืœ ืžื ืช ืœื‘ื ื•ืช ืืจื’ื•ืŸ ืžื•ื ืข ืชื•ื‘ื ื” ื”ืืคืœื™ืงืฆื™ื” ืชืชืžื•ืš ื‘ืกืคืงื˜ืจื•ืžื™ื ื”ื‘ืื™ื
1. ืื ืœื™ื˜ื™ืงืก ื ืชื•ื ื™ื
2. ืคืจื™ืกืช ื›ืœื™ื
3. ืื™ืžื•ืŸ ื•ื”ื“ืจื›ื” ืฉืœ ืื ืฉื™ ืžืงืฆื•ืข
ืื•ืกืคื™ ื ืชื•ื ื™ื ื•ืื ืœื™ื˜ื™ืงืก
โ€ข ืœื”ืคื•ืš ื ืชื•ื ื™ื ืœืชื•ื‘ื ื” ื•ืœืคืขื•ืœ ืขืœ ืคื™ ืื•ืชื” ืชื•ื‘ื ื”.
โ€ข ื”ืขืจืš ื›ืžื•ืชื™ืช ืืช ื™ืขื™ืœื•ืช ื”ืชื•ื‘ื ื•ืช ื•ื”ืคืขื•ืœื•ืช ืฉื ืขืฉื• ื‘ืชื’ื•ื‘ื” ืœืชื•ื‘ื ื•ืช ืฉื ื•ืฆืจื•.
โ€ข ืœื‘ื—ื•ืŸ ืžื—ื“ืฉ ืืช ืžื›ืœื•ืœ ื”ื ืชื•ื ื™ื ื”ืคื ื™ืžื™ื™ื, ื”ื—ื™ืฆื•ื ื™ื™ื ื•ื”ืœื ืžื•ื‘ื ื™ื ืฉื™ืฉ ืœืชืคื•ืก ื›ื—ืœืง ืžื›ืœ ื™ื•ื–ืžื”.

ืคืจื™ืกืช ื›ืœื™ื
โ€ข ืฉื™ืœื•ื‘ ืœืชืฉืชื™ืช ืื’ื ื ืชื•ื ื™ื ื›ื“ื™ ืœืืคืฉืจ ืื—ืกื•ืŸ ื•ืขื™ื‘ื•ื“ ืฉืœ Big Data.
โ€ข ืืกืคื• ืงื•ืื•ืจื“ื™ื ื˜ื•ืช GPS ืœื™ืฆื™ืจืช ืคืœื˜ืคื•ืจืžืช ืžืขืจื›ืช ืžื™ื“ืข ื’ื™ืื•ื’ืจืคื™ืช ืฉืชืืคืฉืจ ืฉื™ืชื•ืฃ ื•ื“ื™ื•ื•ื— ืฉืœ ืžื™ื“ืข.
โ€ข ื”ืฆื™ื‘ ืžื•ื“ืœ ืžื™ื“ืข ืžืขื•ืฆื‘ ื”ื™ื˜ื‘ ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ืฉืžื™ืงื•ื“ ื”ืื ืœื™ื˜ื™ืงื” ื™ืชืื™ื ืœื™ืขื“ื™ื ื”ืขืกืงื™ื™ื.
โ€ข ื—ื™ื–ื•ืง ืžืขืจื›ื•ืช ื ื™ื”ื•ืœ ืคื ื™ืžื™ื•ืช ืขืœ ื™ื“ื™ ืคื™ืชื•ื— ื›ืœื™ ื ื™ื”ื•ืœ ืœืกื™ื›ื•ืœ ืกื™ื›ื•ืŸ ืคื™ื ื ืกื™ื ืื ืœื™ื˜ื™ืงืก, ืื ืœื™ื˜ืช ืขื•ื‘ื“ื™ื, ืื ืœื™ื˜ื™ืงืก ืœืงื•ื—ื•ืช ืœืฆื•ืจืš ืžื™ื˜ื•ื‘ ื‘ื™ืฆื•ืขื™ื.

3. ื”ื“ืจื›ื” ื•ื”ื“ืจื›ื” ืฉืœ ืื ืฉื™ ืžืงืฆื•ืข
โ€ข ืฆื•ืจ ืฉื™ื ื•ื™ ื”ืœืš ื”ืจื•ื— ื›ื“ื™ ืœืขื•ืจืจ ื˜ืจื ืกืคื•ืจืžืฆื™ื” ืฉืœ ืชื—ื•ื ืจื’ืฉื ื™ ื‘ื ื•ืฃ ื”ืขื‘ื•ื“ื” ื”ืžืฉืชื ื”.
โ€ข ืœื”ืคื’ื™ืŸ ืžื•ื“ืขื•ืช ืžื•ื’ื‘ืจืช ืœื—ืฉื™ื‘ื•ืช ืฉืœ ื ื™ืชื•ื— ื ืชื•ื ื™ื.
โ€ข ื”ืชืขืจื‘ื•ื™ื•ืช ืื™ืžื•ืŸ ื ื•ืฉืื™ื•ืช ืขื‘ื•ืจ ื“ื™ืจืงื˜ื•ืจื™ื•ืŸ, IT, ื ื™ื”ื•ืœ, ื ื™ื”ื•ืœ, ืชืคืขื•ืœ
โ€ข ืฉืคืจ ืืช ื”ื™ืขื™ืœื•ืช ื”ืชืคืขื•ืœื™ืช ื‘ืืžืฆืขื•ืช ืœื•ื—ื•ืช ืžื—ื•ื•ื ื™ื ืœื“ื™ื•ื•ื—ื™ื ืžื•ื“ืจื ื™ื™ื.
โ€ข ืœื”ืฆื™ื’ ื”ื‘ื ื” ืฉืœ ื—ืฉื™ื‘ื•ืช ื—ืฉื™ื‘ื” ื—ื“ืฉื ื™ืช ื•ืื ืœื™ื˜ื™ืช.
โ€ข ืฆื•ืจ ืจืขื™ื•ื ื•ืช ื—ื“ืฉื ื™ื™ื ื™ื•ืชืจ ื‘ืจื—ื‘ื™ ื”ืืจื’ื•ืŸ.
โ€ข ืฉืžื•ืจ ืขืœ ื”ืœืš ืจื•ื— ื—ื™ื•ื‘ื™ ื‘ืขืงื‘ื•ืช ื”ื“ื™ื ืžื™ืงื” ื”ืขืกืงื™ืช ื”ืžืฉืชื ื”
ืืคืœื™ืงืฆื™ื™ืช ืชืฆืคื™ืช ื•ื ื›ืกื™ื ืœืžื˜ืจื•ืช ืžืขืงื‘.
ืขื“ื›ื•ืŸ ืื—ืจื•ืŸ ื‘ืชืืจื™ืš
2 ื‘ื“ืฆืžืณ 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.

ืชืžื™ื›ื” ื‘ืืคืœื™ืงืฆื™ื”

ืžื™ื“ืข ืขืœ ืžืคืชื—ื™ ื”ืืคืœื™ืงืฆื™ื”
Brian Mutinda
homesamsung463@gmail.com
Kenya