AI And Machine Learning Course
What will I learn?
Kor u qaad xirfaddaada Sirdoonka Ganacsiga (Business Intelligence) adiga oo adeegsanaya Koorska AI iyo Barashada Mashiinnada. Baro sida loo diyaariyo xogta, oo ay ku jiraan habaynta qaabka, maaraynta qiimaha maqan, iyo daawaynta waxyaabaha ka baxsan heerka caadiga ah. U gudub algorithm-yada saadaasha sida isku-dhufashada toosan (linear regression), geedaha go'aanka (decision trees), iyo hababka horumarsan sida kaymaha randomka ah (random forests). Hagaaji moodellada adiga oo isticmaalaya hababka isku dhafka ah iyo hagaajinta hyperparameter-ka. Baro is-xaqiijinta iskutallaabta ah (cross-validation), kala qaybinta xogta, iyo qiyaasaha waxqabadka. Kobci xirfadahaaga ku saabsan tarjumaadda natiijooyinka iyo qoraalka warbixinnada oo wax ku ool ah. Ku soo biir hadda si aad u hesho waxbarasho kooban oo tayo sare leh oo loogu talagalay xirfadlayaasha BI.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Baro nadiifinta xogta: Xallinta qiimaha maqan iyo waxyaabaha ka baxsan heerka caadiga ah si sax ah.
Hirgeli algorithm-yada ML: Si wax ku ool ah u adeegso isku-dhufashada toosan (linear regression) iyo geedaha go'aanka (decision trees).
Hagaaji moodellada: Kobci waxqabadka adiga oo isticmaalaya hagaajinta hyperparameter-ka iyo hababka isku dhafka ah.
Qiimee saxnaanta moodellada: Isticmaal is-xaqiijinta iskutallaabta ah (cross-validation) iyo qiyaasaha waxqabadka sida MAE iyo RMSE.
Warbixi aragtiyaha: Qor warbixinnada soo jiidashada leh oo si kalsooni leh u falanqee saadaasha moodellada.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, you can adjust 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 can generate more chapters similar to 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 provides practical and relevant knowledge for your professional journey.