AI Machine Learning Course
What will I learn?
Kor u qaad xirfadahaaga Sirdoonka Ganacsiga (Business Intelligence) adigoo isticmaalaya Koorska Barashada Mashiinnada ee AI. Waxaa loogu talagalay xirfadlayaasha doonaya inay ka faa'iideystaan aragtida xogta ku saleysan. Baro sida loo soo rogo (load), loo nadiifiyo, oo loo baaro xogta si aad u diyaariso xog uruurin adag (robust datasets). Dhexgal injineeriyada astaamaha (feature engineering) iyo tababarka moodelka (model training) adoo isticmaalaya geedaha go'aan qaadashada (decision trees), keymaha randomka ah (random forests), iyo kobcinta gradientka (gradient boosting). Baro sida loo qiimeeyo moodellada adoo isticmaalaya miisaanka dib u celinta (regression metrics) iyo is-qiimeynta iskutallaabta (cross-validation). Ugu dambeyntii, u turjun aragtida xogta istiraatiijiyado ganacsi oo wax ku ool ah oo si wax ku ool ah u gudbi natiijooyinka. Ku soo biir hadda si aad u beddesho awoodahaaga falanqaynta.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Xirfad ka dhigo nadiifinta xogta: Kor u qaad tayada xogta si aad u hesho falanqeyn sax ah.
Samee falanqeyn sahamineed: Ka hel aragtiyo xog uruurinta murugsan.
Hirgeli injineeriyada astaamaha: Hagaaji waxqabadka moodelka adoo adeegsanaya astaamo muhiim ah.
Qiimee moodellada si wax ku ool ah: Dooro moodelka ugu fiican adoo isticmaalaya miisaanno adag.
U turjun aragtiyaha istiraatiijiyad: Ku hag guddi ganacsi aragtiyaha xogta ku saleysan.
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.