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Introduction to Machine Learning For Data Science Course
Fungua uwezo wa data na kozi yetu ya 'Utangulizi wa Machine Learning kwa Data Science', iliyoundwa mahususi kwa wataalamu wa Business Intelligence. Ingia ndani kabisa ya mada muhimu kama vile uandaaji data, uhandisi wa vipengele, na mafunzo ya modeli. Jifunze algorithms za hali ya juu kama vile Random Forests na Gradient Boosting kwa utabiri wa mauzo. Jifunze kuboresha modeli kupitia urekebishaji wa hyperparameter na uzitathmini kwa kutumia vipimo kama MAE na RMSE. Imarisha ujuzi wako wa BI na maarifa ya vitendo na ya hali ya juu ambayo yanaendesha mafanikio ya biashara.
- Bobea katika usafishaji wa data: Hakikisha usahihi kwa kuondoa hitilafu na makosa.
- Tengeneza uhandisi wa vipengele: Unda vipengele vyenye matokeo kwa utendaji bora wa modeli.
- Boresha modeli: Ongeza usahihi na urekebishaji wa hyperparameter na ulinganisho wa algorithm.
- Taswira maarifa ya data: Tumia zana za taswira ili kufichua maarifa yanayoweza kutekelezwa.
- Tathmini modeli: Pima mafanikio na vipimo kama MAE na RMSE.
from 4 to 360h flexible workload
certificate recognized by the MEC
What will I learn?
Fungua uwezo wa data na kozi yetu ya 'Utangulizi wa Machine Learning kwa Data Science', iliyoundwa mahususi kwa wataalamu wa Business Intelligence. Ingia ndani kabisa ya mada muhimu kama vile uandaaji data, uhandisi wa vipengele, na mafunzo ya modeli. Jifunze algorithms za hali ya juu kama vile Random Forests na Gradient Boosting kwa utabiri wa mauzo. Jifunze kuboresha modeli kupitia urekebishaji wa hyperparameter na uzitathmini kwa kutumia vipimo kama MAE na RMSE. Imarisha ujuzi wako wa BI na maarifa ya vitendo na ya hali ya juu ambayo yanaendesha mafanikio ya biashara.
Elevify advantages
Develop skills
- Bobea katika usafishaji wa data: Hakikisha usahihi kwa kuondoa hitilafu na makosa.
- Tengeneza uhandisi wa vipengele: Unda vipengele vyenye matokeo kwa utendaji bora wa modeli.
- Boresha modeli: Ongeza usahihi na urekebishaji wa hyperparameter na ulinganisho wa algorithm.
- Taswira maarifa ya data: Tumia zana za taswira ili kufichua maarifa yanayoweza kutekelezwa.
- Tathmini modeli: Pima mafanikio na vipimo kama MAE na RMSE.
Suggested summary
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