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ML Course
Imarisha ujuzi wako wa Business Intelligence na Kozi yetu ya ML, iliyoundwa kukuwezesha kwa mbinu za kisasa za machine learning. Ingia ndani kabisa ya mikakati ya uboreshaji wa modeli, chunguza urekebishaji wa hyperparameter, na utumie zana za otomatiki kwa utendaji bora. Fahamu ukusanyaji wa data, uchakataji awali, na uhandisi wa vipengele ili kuboresha uchambuzi wa mfuatano wa wakati. Pata ufahamu wa mwenendo wa mauzo na utoe mapendekezo ya kimkakati ya biashara. Jifunze kutathmini modeli kwa kutumia cross-validation na vipimo vya utendaji, na uchunguze algoriti za utabiri kama vile Prophet, LSTM, na ARIMA.
- Fahamu kikamilifu urekebishaji wa hyperparameter kwa utendaji bora wa modeli.
- Pata maarifa yanayoweza kutekelezwa kutoka kwa ubashiri wa modeli.
- Pata na udhibiti vyanzo mbalimbali vya data kwa ufanisi.
- Tengeneza vipengele kwa uchambuzi thabiti wa mfuatano wa wakati.
- Tekeleza algoriti za hali ya juu za ML kwa utabiri sahihi.
from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
Imarisha ujuzi wako wa Business Intelligence na Kozi yetu ya ML, iliyoundwa kukuwezesha kwa mbinu za kisasa za machine learning. Ingia ndani kabisa ya mikakati ya uboreshaji wa modeli, chunguza urekebishaji wa hyperparameter, na utumie zana za otomatiki kwa utendaji bora. Fahamu ukusanyaji wa data, uchakataji awali, na uhandisi wa vipengele ili kuboresha uchambuzi wa mfuatano wa wakati. Pata ufahamu wa mwenendo wa mauzo na utoe mapendekezo ya kimkakati ya biashara. Jifunze kutathmini modeli kwa kutumia cross-validation na vipimo vya utendaji, na uchunguze algoriti za utabiri kama vile Prophet, LSTM, na ARIMA.
Elevify advantages
Develop skills
- Fahamu kikamilifu urekebishaji wa hyperparameter kwa utendaji bora wa modeli.
- Pata maarifa yanayoweza kutekelezwa kutoka kwa ubashiri wa modeli.
- Pata na udhibiti vyanzo mbalimbali vya data kwa ufanisi.
- Tengeneza vipengele kwa uchambuzi thabiti wa mfuatano wa wakati.
- Tekeleza algoriti za hali ya juu za ML kwa utabiri sahihi.
Suggested summary
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