AI Development Course
What will I learn?
Fur awoodda AI (Artificial Intelligence) adigoo adeegsanaya Koorskeena Horumarinta AI, oo loogu talagalay xirfadlayaasha teknolojiyadda ee xiiseynaya inay hormaraan. Si qoto dheer u gal tababarka iyo qiimeynta moodelka, adigoo xirfad ku noqda is-dhaafsiga xogta (cross-validation), kala qeybinta xogta, iyo qiyaasaha waxqabadka sida MAE iyo RMSE. Kobci xirfadahaaga ku saabsan diyaargaraynta xogta, hagaajinta moodelka, iyo saadaalinta taxanaha waqtiga (time series forecasting) adigoo adeegsanaya ARIMA iyo LSTM. Ka hel aragtiyo ku saabsan saadaalinta iibka, ururinta xogta, iyo tixgelinta anshaxa. Sare u qaad khibradaada adigoo adeegsanaya waxyaabo wax ku ool ah, oo tayo sare leh oo loogu talagalay codsiyada dhabta ah.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Xirfad ka dhigo is-dhaafsiga xogta (cross-validation) si loo qiimeeyo moodelka si adag.
Hirgeli diyaargaraynta xogta si loo helo xog nadiif ah.
Hagaaji moodellada adigoo adeegsanaya farsamooyinka hagaajinta hyperparameter.
Samee saadaalin adigoo adeegsanaya ARIMA iyo LSTM si loo falanqeeyo taxanaha waqtiga (time series analysis).
Ka soo saar aragtiyo wax ku ool ah saadaalinta iibka.
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.