AI Engineering Course
What will I learn?
Imarisha taaluma yako ya teknolojia na Kozi yetu ya Uhandisi wa AI, iliyoundwa kwa ajili ya wataalamu wa teknolojia wenye hamu ya umahiri wa AI. Ingia ndani kabisa katika mbinu za tathmini ya modeli kama vile Ukumbusho (Recall), Alama ya F1 (F1-Score), na uthibitishaji mtambuka (cross-validation). Boresha ujuzi wako katika uandishi bora wa nyaraka na uchunguze algoriti za kujifunza mashine kwa utabiri wa wateja wanaohama (churn prediction), ikiwa ni pamoja na miti ya maamuzi (decision trees) na urejeshaji wa kimantiki (logistic regression). Pata utaalamu katika uchunguzi wa data, usimbaji wa vipengele (feature encoding), na mikakati ya uboreshaji wa modeli. Ungana nasi ili kubadilisha data kuwa maarifa yanayoweza kutekelezwa na kuendesha ubunifu katika uwanja wako.
Elevify advantages
Develop skills
- Umahiri wa tathmini ya modeli: Imarisha usahihi kwa Ukumbusho (Recall), Alama ya F1 (F1-Score), na Usahihi (Precision).
- Andika nyaraka kwa ufanisi: Thibitisha maamuzi na ufasiri matokeo kwa uwazi.
- Tabiri wateja wanaohama: Tumia Miti ya Maamuzi (Decision Trees), Misitu Nasibu (Random Forests), na Urejeshaji wa Kimantiki (Logistic Regression).
- Tayarisha data: Fanya uchambuzi wa ugunduzi na ushughulikie data iliyopotea kwa ufanisi.
- Boresha modeli: Tekeleza mbinu za mkusanyiko (ensemble methods) na urekebishe vigezo muhimu (hyperparameters).
Suggested summary
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