Explainable AI Course
What will I learn?
Ggulawo amagezi agakusobozesa okukozesa Obwongo obw'ekikomo obunnyonnyoleka (Explainable AI) ne course eno etungiddwa obulungi eri abakugu mu tekinologiya. Yingira mu nsonga z'eby'okumanya ebikolebwa obwongo (machine learning models), ng'otadde essira ku by'obujjanjabi, era okwate obulungi engeri nga LIME ne SHAP okusobola okukola ebintu eby'obwongo obw'ekikomo ebirambika bulungi. Yiga okuteekateeka data, okupima engeri ebintu gye bikolamu, n'okunnyonnyola ebintu eby'omugaso eri abantu abatali bakugu mu tekinologiya. Yongera ku bumanyirivu bwo mu kuwandiika n'okulaga ebintu eby'obwongo bwe bukulagula, okukakasa nti buli kimu kirambika bulungi era nga kigasa mu project zo eza AI. Wegatte gye tuli okukulembera mu biseera by'ebyembi bya AI.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Okumanya okutendeka obwongo (model training): Lungiisa era opime engeri obwongo obuyiga (machine learning models) gye bukolaamu obulungi.
Londa data sets n'amagezi: Londa era olonde data sets ezisinga obulungi ku project zo.
Teekateeka data: Longoosa era oteeketeeke data y'eby'obujjanjabi okusobola okugyekenenya obulungi.
Nnyonnyola obwongo bwa AI: Kozesa LIME ne SHAP okusobola okufuula ensala za AI nga zirambika bulungi.
Nyonyola ebintu eby'omugaso: Leeta data enzibu eri abantu abatali bakugu mu tekinologiya mu ngeri entegeerekeka.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change 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 will be able to generate more chapters like 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 offers practical and relevant knowledge for your professional journey.