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Artificial Intelligence And Machine Learning Course
Imarisha ujuzi wako wa Business Intelligence na Course yetu ya Artificial Intelligence na Machine Learning. Ingia ndani kabisa kwenye data preprocessing, ukimaster mbinu kama vile normalizing numerical features na encoding categorical variables. Boresha forecasting kwa kutumia linear regression, decision trees, na mbinu za hali ya juu kama vile random forests. Jifunze kuunganisha data pipelines, kufuatilia models, na kuboresha performance kwa kutumia metrics za MAE na RMSE. Pata utaalam katika ku visualize matokeo na kuandaa ripoti kamili, zote zikiwa zimeundwa kwa ajili ya practical, high-quality learning.
- Master data integration: Unganisha na udhibiti data pipelines bila matatizo.
- Enhance model accuracy: Boresha performance kwa kutumia advanced evaluation metrics.
- Forecast with precision: Tumia regression na advanced machine learning models.
- Visualize insights: Unda data visualizations na ripoti zenye kuvutia.
- Engineer features: Tengeneza robust time series features kwa predictions bora.
from 4 to 360h flexible workload
certificate recognized by the MEC
What will I learn?
Imarisha ujuzi wako wa Business Intelligence na Course yetu ya Artificial Intelligence na Machine Learning. Ingia ndani kabisa kwenye data preprocessing, ukimaster mbinu kama vile normalizing numerical features na encoding categorical variables. Boresha forecasting kwa kutumia linear regression, decision trees, na mbinu za hali ya juu kama vile random forests. Jifunze kuunganisha data pipelines, kufuatilia models, na kuboresha performance kwa kutumia metrics za MAE na RMSE. Pata utaalam katika ku visualize matokeo na kuandaa ripoti kamili, zote zikiwa zimeundwa kwa ajili ya practical, high-quality learning.
Elevify advantages
Develop skills
- Master data integration: Unganisha na udhibiti data pipelines bila matatizo.
- Enhance model accuracy: Boresha performance kwa kutumia advanced evaluation metrics.
- Forecast with precision: Tumia regression na advanced machine learning models.
- Visualize insights: Unda data visualizations na ripoti zenye kuvutia.
- Engineer features: Tengeneza robust time series features kwa predictions bora.
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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