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AI Engineering Course

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What will I learn?

Kor u qaad xirfadaada teknolojiyadeed adiga oo qaadanaya Koorskeenan Injineerinka AI, oo loogu talagalay xirfadlayaasha teknolojiyada ee hamuunta u qaba inay AI-ga ku xeel dheeraadaan. Si qoto dheer u gal farsamooyinka lagu qiimeeyo moodellada sida Recall, F1-Score, iyo cross-validation. Kobci xirfadahaaga ku aadan dukumeenti-qoraalka wax ku oolka ah oo sahami algorithms-ka barashada mashiinka ee saadaalinta joojinta macaamiisha (churn prediction), oo ay ku jiraan geedaha go'aan qaadashada (decision trees) iyo isku-dhufashada saadka (logistic regression). Khibrad u yeelo sahaminta xogta (data exploration), qoraalka astaamaha (feature encoding), iyo xeeladaha hagaajinta moodellada (model optimization strategies). Nagu soo biir si aad xogta ugu beddesho aqoon-kororsi wax ku ool ah oo aad u horseeddo hal-abuurnimo duurkaaga.

Apoia's Unique Features

Lifetime access to online courses
Certificate issued in accordance with educational standards
Printable PDF summaries
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Select and arrange the chapters you wish to study
Customize your course schedule
Immediate feedback on practical activities
Study anytime, even offline

Develop skills

Strengthen the development of the practical skills listed below

Ku xeel dheero qiimeynta moodellada: Kobci saxsanaanta adiga oo isticmaalaya Recall, F1-Score, iyo Precision.

Dukumeenti qor si wax ku ool ah: Caddayso go'aamada oo fasir natiijooyinka si cad.

Saadaali joojinta macaamiisha: Isticmaal Geedaha Go'aan Qaadashada (Decision Trees), Random Forests, iyo Isku-dhufashada Saadka (Logistic Regression).

Diyaari xogta: Samee falanqayn sahamineed (exploratory analysis) oo si hufan u maaree xogta maqan.

Hagaaji moodellada: Hirgeli hababka isku-dhafka ah (ensemble methods) oo si fiican u hagaaji hyperparameter-ka.

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

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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.