Artificial Intelligence Guide

StudyZoom

Iqukethe izikhangiso

Mayelana nalolu hlelo lokusebenza

📘I-Artificial Intelligence (2025–2026 Edition)

I-Artificial Intelligence Guide (Ushicilelo luka-2025–2026) iwuhlelo lokusebenza oluphelele olususelwe kusilabhasi oludizayinelwe i-BSCS, i-BSIT, i-Software Engineering, nabafundi beSayensi Yedatha. Inikeza isisekelo esiphelele semfundo sokuqonda ithiyori ye-AI, izinhlelo zakudala, amasu okusesha, amasistimu ochwepheshe, namamodeli ahlakaniphile wesimanje.

Lolu shicilelo luhlanganisa ukucaca kwethiyori nokufunda okungokoqobo, okuhlanganisa ama-MCQ, kanye nemibuzo ukusiza abafundi baqinise ukuqonda kwabo futhi balungiselele izivivinyo, amaphrojekthi, kanye nezicelo ze-AI.

Abafundi bazohlola ukuvela kwe-AI - kusukela ezinhlelweni ezisekelwe emithethweni kanye nama-algorithms okusesha kuya kumanethiwekhi we-neural, ingqondo engaqondakali, kanye namamodeli e-AI ayingxube, bathole ukuqonda kuzo zombili izindlela ezingokomfanekiso nezingaphansi kwezimpawu.

📂 Izahluko Nezihloko

🔹 Isahluko 1: Isethulo sobuhlakani bokwenziwa

-Incazelo kanye Nobubanzi be-AI
-Umlando kanye ne-Evolution ye-AI
-Izicelo ze-AI (Amarobhothi, Ukunakekelwa Kwezempilo, Ibhizinisi, njll.)
-Isingeniso ku-Common Lisp

🔹 Isahluko 2: I-AI Classical Systems kanye Nokuxazulula Izinkinga

-Isixazululi Senkinga Esijwayelekile (GPS)
-Imithetho Nezinhlelo Ezisekelwe Kumthetho
-Simple Search Strategies
-Means-Ends Analysis
-ELIZA kanye Nezinhlelo Zolimi Lwemvelo
-Ukufanisa Iphethini nabahumushi Abasekelwe Emthethweni (OPS-5)

🔹 Isahluko 3: Ukumelwa kolwazi

-Izindlela zokumelwa kolwazi
-Izisekelo Zokucutshungulwa Kolimi Lwemvelo
-Imithetho, Imikhiqizo, I-Predicate Logic
-Amanethiwekhi weSemantic
-Amafreyimu, Izinto kanye Nemibhalo

🔹 Isahluko 4: Amasu Okusesha ku-AI

-Ukucinga Okungaboni: Ukujula-Okokuqala, Ukucinga Okubanzi-Okokuqala
-Usesho lwe-Heuristic: Okuhamba phambili-Okokuqala, Ukukhuphuka Kwamagquma, Ukucinga A*
-Ukudlala Umdlalo: Min-Max Algorithm, Alpha-Beta Pruning

🔹 Isahluko 5: Izibalo Ezingokomfanekiso kanye Nezinhlelo Zochwepheshe

-Ukuxazulula Izinkinga ze-Algebraic
-Kuhunyushwa Izibalo zesiNgisi zibe Algebra
-Ukwenza kube lula futhi ubhale kabusha Imithetho
-Meta-Imithetho kanye nezicelo zabo
-Symbolic Algebra Systems (Macsyma, PRESS, ATLAS)

🔹 Isahluko 6: I-Logic Programming

-Isimiso Sokuxazulula
-Ukuhlanganiswa ku-Predicate Logic
-Horn-Clause Logic
-Isingeniso ku-Prolog
-Prolog Programming (Amaqiniso, Imithetho, Imibuzo)

🔹 Isahluko 7: Amasistimu Asekelwe Olwazini Nezimo

-Isingeniso ku-Expert Systems
-Case Studies (MYCIN, DENDRAL)
-Ukubonisana Okusekelwe Olwazini
-Izicelo Ezizindeni Zezokwelapha, Zobunjiniyela, Nezamabhizinisi

🔹 Isahluko 8: Izihloko Ezithuthukile ku-AI

-Neural Networks (Perceptron, Backpropagation)
- I-Genetic Algorithms
-I-Fuzzy Sets kanye ne-Fuzzy Logic
-Hybrid AI Systems
-Amathrendi wesikhathi esizayo ku-AI

🌟 Kungani Khetha Le Ncwadi/Uhlelo Lokusebenza?

✅ Gcwalisa ukufakwa kwesilabhasi ngolwazi lwezemfundo nolusebenzayo
✅ Kubandakanya ama-MCQ, kanye nemibuzo yokufunda okuqinile komqondo
✅ Ihlanganisa kokubili amasu e-AI angokomfanekiso nawesimanje
✅ Ilungele abafundi nochwepheshe abahlola amasistimu ahlakaniphile
✅ Insiza ephelele yamaphrojekthi we-AI, ucwaningo, nezifundo eziphakeme

✍ Lolu hlelo lokusebenza liphefumulelwe ababhali:

Stuart Russell, Peter Norvig, Elaine Rich, Nils J. Nilsson, Patrick Henry Winston

📥 Landa Manje!

Ubuhlakani bokwenziwa obuyingcweti kusukela ezisekelweni kuya kumasu athuthukisiwe ane-Artificial Intelligence Guide (uHlelo luka-2025–2026) — umhlahlandlela wakho ophelele wamasistimu ahlakaniphile kanye nokucabanga kwekhompyutha.

Yini entsha

🚀 Initial Launch of Artificial Intelligence Guide

✨ What’s Inside:
✅ Complete syllabus covering AI foundations
✅ MCQs and quizzes for exam prep, and project practice

🎯 Suitable For:
👩‍🎓 Students of BSCS, BSIT, Software Engineering & Data Science
📘 University & college courses on Artificial Intelligence and Knowledge Systems
💻 Professionals & learners exploring AI applications and intelligent technologies

Start mastering intelligent computing with Artificial Intelligence Guide! 🚀