Artificial Intelligence Machine Learning Course
What will I learn?
Fur awoodda Caqliga Sarsare (AI) ee sirdoonka ganacsiga adigoo adeegsanaya Koorska Barashada Makaanikada Caqliga Sarsare iyo Mashiinada Waxbarta. Si qoto dheer u gal ururinta xogta, adigoo xirfad u leh arrimaha dibadda, saamaynta xayaysiinta, iyo falanqaynta taariikhiga ah ee iibka. Sare u qaad saxnaanta moodalka adigoo hagaajinaya xuduudaha (hyperparameter tuning) oo sahamiya farsamooyin horumarsan sida raadinta aan kala soocnayn (random search). Baro habaynta xogta oo wax ku ool ah, tababarka moodalka, iyo qiimaynta, oo ay ku jiraan is-hubinta (cross-validation) iyo cabbirada waxqabadka. Dooro moodalka saxda ah adigoo adeegsanaya aragtiyo ku saabsan kaymaha aan kala soocnayn (random forests), dardargelinta qiyaasta (gradient boosting), iyo shabakadaha dareemayaasha (neural networks). Sare u qaad xirfadahaaga warbixinta oo dhaqaaji go'aamo ganacsi oo wax ku ool ah.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Ku xeel-dheer saadaalinta iibka adoo adeegsanaya arrimo dibadeed iyo xogta taariikhiga ah.
Sare u qaad saxnaanta moodalka adigoo hagaajinaya oo wanaajinaya xuduudaha (hyperparameter tuning and optimization).
Falanqee waxqabadka moodalka adoo adeegsanaya farsamooyin tirakoob iyo barashada mashiinada.
Si wax ku ool ah u habeey xogta: caadiyeynta, ka saarida ku celceliska, iyo maaraynta farqiyada.
Xulo oo tababar moodallo: Kaymaha aan kala soocnayn (Random Forest), Dardargelinta Qiyaasta (Gradient Boosting), Shabakadaha Dareemayaasha (Neural Networks).
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.