Amek Ttwaggan-it-id Tisnatin-nneɣ n AI i Tmezzit

1X2.TV tseqdec tikkni n tlemzit akked tlemzit n tmeslayt n tmeslayt akken ad tesleḍ tmezzit akked ad d-tawi tisnatin s ɣur waṭas n yisegdan (100+) deg umaḍal. Asebter-a yessawal ɣef tarrumt n tignatin-nneɣ — seg ukkref n isefka akked tixxamin n tmeslayt ar tignatin n tlemzit n tmeslayt i d-yettawin tisnatin-nneɣ.

Akkref n Isafak akked Iɣbula

Amḥḍi n tɣemsa-nneɣ yebda s umẓi n yisefka. Ngermez igmaḍen n yiwunak ineggura, tiddi n tewsatin, timsirin n tmawin, akked yisefka n yiwunak seg yimṣidirn inelmaden deg umatal n tmawin deg umaḍal. I yal yiwen, anagraw-nneɣ yettmahal: igmaḍen n tefsut s lekmal-is akked wadig amiran n tewsit, igmaḍen n 5 d 10 n yiwunak ineggura i yal tewsit (deg wexxam akked berra), azmezruy n yiwunak gar snat n tewsatin, isefka n yigenzi d wiyid n yigenzi, tignatin n tawsa n wexxam i yal aḍris, akked tignatin n umḍiy mi llant. Asefka-a yettwalemmaḍ s tuffirt, i wakken imudelen-nneɣ ad sqedcen dima isefka ineggura.

Imudelen n Tlemsit Tawurmant

Nseqdec aḍris n umḍiy, ngermez aṭas n yisefka n tlemsit tawurmant i usekles n tɣemsa yelhan. Imudelen-nneɣ ineggura: Tisefsa n Tisefsa n Tisefsa (s useqdec n Microsoft ML.NET) i usekles n yigmaḍen n yiwunak, imudelen n Tisefsa n Poisson i usekles n wadig n yigenzi i tewsit, anagraw n timsirin ELO i yettḍafaren tazzla n tewsit deg tefsut, akked isefka n tlemsit i yettḍafaren isefka n umdel akked tignatin. S umgermez n yigmaḍen n wudelen-a, nsemḍis aḍris n yisefka n umdel yiwen. Aḍris n umgermez yettawin igmaḍen yelhan s tuffirt.

Tisefsa n Tisefsa

Tisefsa n tisefsa — amḍiy n tignatin akked tbeddel n yisefka ineggura ɣer yisefka inelmaden i umudelen-nneɣ — yezmer i tɣemsa. Tisefsa ineggura: Aḍris n Tewsit (amḍiy n yigmaḍen ineggura s tignatin n yiwunak ineggura), Tisefsa n Yigenzi akked Tisefsa n Yigenzi (deg wexxam akked berra), Tisefsa n Yigenzi/Yigenzi/Yigenzi n yiwunak gar snat n tewsatin deg iseggasen ineggura, Tisefsa n Wadig n Tewsit (ma tewsit tettawi s wadig neɣ tettawi s wadig), Tisefsa n Tawsa n Wexxam (yettwasekles i yal aḍris, acku kra n yimḍiyen ttawin tawsa n wexxam yelhan), Ayyur n Timsirt (tewsatin s timsirt meqqren s tuffirt), akked Tisefsa n Tefsut (kra n tewsatin ttawin igmaḍen yelhan deg kra n yigujjan). Tisefsa-a ttawin s tuffirt s tɣemsa.

Tisefsa n Tɣemsa

Sɣur tisentit n umḍan n tmedda, AI-nneɣ tessufuɣ-d kraḍ n iswiyat n tɛebbuṛt i yal tanwalt: 1X2 (Tagnit n Tmeslayt) — Aṛebbu n Uẓru (1), Tagnit (X) neɣ Aṛebbu n Uẓru n Berra (2); Amḍan Aḥric — amḍan n tmedda akk i d-yettbanen; Akk n Iɣbula — amḍan n yiɣbula i d-yettbanen s umḍan-nni (2-1 d yefr 2.5 n yiɣbula, 0-0 d ur 0.5). Akk kra n iswiyat-a ttawin s tisentit-nni, akken ad ilin yemgaraden. Imeslayen n Premium d inekcamen n tɣappiṭin ttwalin-iten i yal tanwalt, ɣer tama n tignatin n tmedda i d-yettbanen amek i d-tella tisentit.

Tisnaggad & Tisest

Nettwajjud tisnaggad n tisentit s tazzla, neḍfer-it s wawal. Tineɣmisa ttwasenqaden ɣef tmeslayin n zik i ur yettwasxaṛmen ara i uselmed (tisentit n berra), ayen i d-yettawin i usiḍes n overfitting, akken tisnaggad-nneɣ ad tili ɣer tisnaggad n tidet. Asmel yettban-d aḍris n tisnaggad n 30 n wussan ineggura — amek i d-tella tisentit n tignit, n yiɣbula, d umḍan aḥric. Tineɣmisa ttwasenqaden mi teṭṭef tisnaggad s ddaw n wawal, d tignatin timaynutin neɣ isaragen n yisefka ttawin-d kan mi ssnen tisentit.

Isenqaden n Yal Ass & Tazemmit

Aḍris n tisentit yettmuḥḥud s tazzla yal ass. Yal tazzit, anagraw yettwajjud tignatin timaynutin, yettbeddil tisnaggad n tɛebbuṛt, yettsewḍine tineɣmisa s yisefka ineggura, yettsewḍine tisentit i yal tanwalt i d-yettbanen deg 100+ n tlemmast, yettsewḍine-tent ɣef asmel d tɣappiṭin n 1X2.TV, d yettsewḍine tisentit n wass ɣef yizriyen n Telegram. Ur illi ara wemḍan n ufus, akken tisentit ad tili s yisefka ineggura.

Tisnaggad & Tisnaggad

Akken tineɣmisa n AI-nneɣ ttwalin tisnaggad, ilaq ad nessen tisnaggad-is. Tɛebbuṛt d tanwalt — tiḍḍan, tibratin tazzagatin, tagnatin n wass, tignatin n umḍan, d tignatin nniḍen zemrent ad snenlen tignatin n tmeslayt s wawal nniḍen. Tisentit-nneɣ d tisnaggad n tignatin s yisefka n zik, mačči d tisnaggad. Nettwajjud i yimeslayen: ad sɛeddin tisentit d yiwen n yisefka, ur ttaṛen ara idrimen i ur zemren ad ttwalin, ad sɛeddin tisnaggad n tidet, d ad sɛeddin tazzla n tazzla. Ulac anagraw n tisentit — s ufus neɣ s AI — zemren ad sɛeddin tignatin n tɛebbuṛt s tisnaggad.