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Introduction to Machine Learning For Data Science Course
Manola maatla a data ka thuto ya rona ya "Ketapele ya Go Ithuta ka Botlalo ka Machine Learning mo Data Science," e e diretsweng ba ditsompelo ba Business Intelligence. Ithute ka botlalo dintlha tse di botlhokwa jaaka go baakanya data, go tlhama dipopego, le go thapisa model. Ithute ka botlalo ditsela tse di kwa godimo jaaka Random Forests le Gradient Boosting go bona gore thekiso e tla nna jang. Ithute go tokafatsa di-model ka go fetofetola di-hyperparameter le go di sekaseka o dirisa ditsela tse di tshwanang le MAE le RMSE. Tsholetsa bokgoni jwa gago jwa BI ka dintlha tse di mosola, tsa boleng jo bo kwa godimo tse di thusang kgwebo go atlega.
- Ithute go phepafatsa data: Netefatsa gore ga go na diphoso le ditlhaelo.
- Tlhama dipopego tse di mosola: Dira dipopego tse di nang le mosola gore model e dire botoka.
- Tokafatsa di-model: Oketsa boleng ka go fetofetola di-hyperparameter le go bapisa ditsela tse di farologaneng.
- Bontsha dintlha ka mokgwa o o bonalang: Dirisa didirisiwa tsa go bontsha go senola dintlha tse di ka dirisiwang.
- Sekaseka di-model: Lekanya katlego ka ditsela tse di tshwanang le MAE le RMSE.
from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
Manola maatla a data ka thuto ya rona ya "Ketapele ya Go Ithuta ka Botlalo ka Machine Learning mo Data Science," e e diretsweng ba ditsompelo ba Business Intelligence. Ithute ka botlalo dintlha tse di botlhokwa jaaka go baakanya data, go tlhama dipopego, le go thapisa model. Ithute ka botlalo ditsela tse di kwa godimo jaaka Random Forests le Gradient Boosting go bona gore thekiso e tla nna jang. Ithute go tokafatsa di-model ka go fetofetola di-hyperparameter le go di sekaseka o dirisa ditsela tse di tshwanang le MAE le RMSE. Tsholetsa bokgoni jwa gago jwa BI ka dintlha tse di mosola, tsa boleng jo bo kwa godimo tse di thusang kgwebo go atlega.
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Develop skills
- Ithute go phepafatsa data: Netefatsa gore ga go na diphoso le ditlhaelo.
- Tlhama dipopego tse di mosola: Dira dipopego tse di nang le mosola gore model e dire botoka.
- Tokafatsa di-model: Oketsa boleng ka go fetofetola di-hyperparameter le go bapisa ditsela tse di farologaneng.
- Bontsha dintlha ka mokgwa o o bonalang: Dirisa didirisiwa tsa go bontsha go senola dintlha tse di ka dirisiwang.
- Sekaseka di-model: Lekanya katlego ka ditsela tse di tshwanang le MAE le RMSE.
Suggested summary
Before starting, you can change the chapters and the 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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