AI Engineering Course
What will I learn?
Tsholetsa tiro ya gago mo boranyaning jwa segompieno ka Kosi ya rona ya Boenjenere jwa Botlhale jwa Maitirelo (AI), e e diretsweng bomankge ba thekenoloji ba ba tlhagafaletseng go itse AI ka botlalo. Ithute ka botlalo mekgwa ya go sekaseka dipopego tsa maitirelo jaaka go gakologelwa (Recall), F1-Score, le cross-validation. Tokafatsa bokgoni jwa gago jwa go kwala ditokomane ka manontlhotlho mme o sekaseke ditsela tsa go dira gore metšhini e ithute ka boyone go bona gore ke batho bafe ba ba ka tlogelang tiro, go akaretsa ditlhopha tsa ditshwetso (decision trees) le logistic regression. Nna le bokgoni mo go sekasekeng tshedimosetso, go fetolela dipopego mo khoutong, le go tokafatsa ditsela tsa go dira dipopego. Kopanela le rona go fetola tshedimosetso go nna dintlha tse di ka dirisiwang go tsweledisa kgolo mo tirong ya gago.
Apoia's Unique Advantages
Develop skills
Enhance the development of the practical skills listed below
Ithute go sekaseka dipopego tsa maitirelo: Tokafatsa go nepagala ka go gakologelwa (Recall), F1-Score, le Precision.
Kwala ditokomane ka manontlhotlho: Buelela ditshwetso le go tlhalosa dipholo ka phepafalo.
Bona gore ke batho bafe ba ba ka tlogelang tiro: Dirisa Ditlhopha tsa Ditshwetso (Decision Trees), Dikgwa tse di sa Rulaganngwang (Random Forests), le Logistic Regression.
Baakanya tshedimosetso: Dira dipatlisiso tsa tshimologo le go rarabolola tshedimosetso e e tlhokafalang ka bonako.
Tokafatsa dipopego: Dirisa mekgwa ya kopano (ensemble methods) le go baakanya di-hyperparameter ka botlalo.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You’ll be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.