Sidee Ayaad U Baran Kartaa AI 2026? Ogow Qaybaha AI .

Videogan waxaan ka jawaabayaa su'aal aad iigu soo noqnoqotay: sidee AI loo baran karaa? AI-gu laba waji ayuu leeyahay. Mid waa Core AI oo ah inaad models-ka naftooda sameyso, tababarto oo fine-tuning ku samayso. Midka kalena waa Applied AI oo ah inaad models-ka jira sida Claude, Gemini, ChatGPT, DeepSeek iyo Kimi ku dhisto application-no.

Haddii aad hore u ahayd software engineer ama programmer, wadada kuu fudud waa Applied AI. Uma baahnid inaad model from scratch tababarto. Waxaad dooranaysaa model-ka use case-kaaga ku habboon, kadibna engineering-ga ayaad ku samaynaysaa: sida model-ka loo waco, functions-ka, jawaabaha uu soo celiyo, tools-ka uu isticmaalo iyo sida harness-kaaga aad u hagaajiso. Bil ilaa laba bil ayay qaadan kartaa.

Core AI-gu wuxuu kaa rabaa xisaab, statistics, probability iyo algebra, sidoo kale GPU-yo, lacag, waqti iyo dulqaad. Aniga saddex sano ayaan models tababarayay, gaar ahaan qaybta sawirrada, waxaanan la kulmay experiment badan oo dib u bilaabmaya. Waxaan kaloo idiin sheegayaa in luqadda Soomaaligu ay ka liidato models-ka jira, taasina waa waxa PhD-gaygu ku saabsan yahay. Talada: Applied AI ka bilow, marka aad muddo ku jirtidna waxaad go'aamin doontaa inaad Core-ka gasho iyo in kale.

An eight-minute Somali (Af-Soomaali) answer from Dugsiiye to a common question: how do you actually learn AI? It splits the field in two. Core AI means building, training and fine-tuning models yourself, and requires mathematics, statistics, probability, GPUs, budget and patience. Applied AI means building applications on existing models such as Claude, Gemini, ChatGPT, DeepSeek and Kimi, choosing the right model per use case and doing the engineering around it: function calls, responses, tools and harness tuning. The video recommends developers start with Applied AI, describes the host's own three years of image model training, and explains why Somali language support in current models is weak. Free on YouTube.