AI, machine learning (ML), da deep learning suna da alaƙa amma suna banbanta — suna samar da abin da aka ninka, inda deep learning shine reshe na ML, kuma ML shine reshe na AI. Fahimtar haɗin-haɗinsu yana fayyace filin.
Haɗin-haɗin da aka ninka
AI (Artificial Intelligence) → the broadest: machines performing tasks that require
human-like intelligence (reasoning, learning, perception, decision-making)
└─ MACHINE LEARNING (ML) → a subset: systems that LEARN from DATA (improve at a task
from examples) rather than being explicitly programmed with rules
└─ DEEP LEARNING → a subset of ML: uses multi-layered NEURAL NETWORKS to learn
complex patterns (powers modern AI: vision, language, etc.)
→ AI ⊃ ML ⊃ Deep Learning (each is a more specific subset)
