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ML Course
Imarisha ujuzi wako wa Business Intelligence na Kozi yetu ya ML, iliyoundwa kukuwezesha na mbinu za kisasa za machine learning. Ingia ndani kabisa ya mikakati ya uboreshaji wa modeli, chunguza urekebishaji wa hyperparameter, na utumie zana za kiotomatiki kwa utendaji bora. Jifunze ukusanyaji wa data, uchakataji awali, na uhandisi wa vipengele ili kuimarisha uchambuzi wa mfuatano wa muda. Pata maarifa kuhusu mienendo ya 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 Prophet, LSTM, na ARIMA.
- Jifunze urekebishaji wa hyperparameter kwa utendaji bora wa modeli.
- Pata maarifa yanayoweza kutekelezwa kutoka kwa utabiri wa modeli.
- Pata na udhibiti vyanzo mbalimbali vya data kwa ufanisi.
- Tengeneza vipengele vya uchambuzi thabiti wa mfuatano wa muda.
- Tekeleza algoriti za hali ya juu za ML kwa utabiri sahihi.
from 4 to 360h flexible workload
certificate recognized by the MEC
What will I learn?
Imarisha ujuzi wako wa Business Intelligence na Kozi yetu ya ML, iliyoundwa kukuwezesha na mbinu za kisasa za machine learning. Ingia ndani kabisa ya mikakati ya uboreshaji wa modeli, chunguza urekebishaji wa hyperparameter, na utumie zana za kiotomatiki kwa utendaji bora. Jifunze ukusanyaji wa data, uchakataji awali, na uhandisi wa vipengele ili kuimarisha uchambuzi wa mfuatano wa muda. Pata maarifa kuhusu mienendo ya 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 Prophet, LSTM, na ARIMA.
Elevify advantages
Develop skills
- Jifunze urekebishaji wa hyperparameter kwa utendaji bora wa modeli.
- Pata maarifa yanayoweza kutekelezwa kutoka kwa utabiri wa modeli.
- Pata na udhibiti vyanzo mbalimbali vya data kwa ufanisi.
- Tengeneza vipengele vya uchambuzi thabiti wa mfuatano wa muda.
- Tekeleza algoriti za hali ya juu za ML kwa utabiri sahihi.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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