Kupezeka kwazama neural network
Nzeru zochita kupanga. Iye ali paliponse. M'mawotchi athu, mafoni athu, magalimoto athu. Imaumba tsogolo lathu, imatanthauziranso mafakitale athu, ndikusintha momwe timawonera dziko lapansi. Koma kodi n’chiyani chikuchititsa kuti zinthu zisinthe? Neural network yakuya.
Taganizirani kwa kanthawi. Mumatsegula khomo kudziko lomwe makina amalingalira, kuphunzira ndikusintha. Izi ndi zomwe maphunziro a "Deep Neural Network" pa Coursera akulonjeza. Ulendo. Kufufuza. Ulendo wopita kumtima wa AI.
Kuchokera pa masitepe oyamba, ndi vumbulutso. Malingaliro ovuta amatha kupezeka. Ma neurons opangira? Zimawoneka ngati nyenyezi mumlalang'amba waukulu, wolumikizidwa ndi ulusi wowala masauzande ambiri. Module iliyonse ndi sitepe. Kutulukira. Mwayi wopitilira.
Ndiyeno pali kuchita. Ndi manja anu mu code, mumamva chisangalalo. Zolimbitsa thupi zilizonse zimakhala zovuta. Mwambi wothetsa. Ndipo zimagwira ntchito liti? Ndi chisangalalo chosaneneka.
Ubwino wa maphunzirowa ndi umunthu wake. Amalankhula ndi aliyense. Kwa okonda chidwi, kwa okonda, kwa akatswiri. Zimatikumbutsa kuti AI ili pamwamba pazochitika zonse zaumunthu. Kufunafuna chidziwitso. Kulakalaka zatsopano.
Pomaliza? Ngati mukufuna kumvetsetsa zamtsogolo, lowani kudziko lazama neural network. Ndi chochitika. Kusintha. Ndipo maphunziro awa ndi tikiti yanu yolowera.
Kugwiritsa ntchito kwazama neural network
Artificial intelligence siukadaulo chabe. Ndi kusintha komwe kumakhudza mbali iliyonse ya moyo wathu watsiku ndi tsiku. Ndipo pamtima pakusinthaku pali maukonde azama neural. Koma kodi zinthu zovutazi zimakhudza bwanji moyo wathu watsiku ndi tsiku?
Tiyeni titenge chitsanzo chosavuta: kuzindikira mawu. Mumalankhula ndi wothandizira mawu anu, ndipo amakuyankhani. Kuseri kwa kuyanjanaku kuli neural network yozama yomwe imasanthula, kumvetsetsa ndikuchitapo kanthu pa mawu anu. Ndi zamatsenga, sichoncho?
Ndipo ndicho chiyambi chabe. Deep neural networks amagwiritsidwanso ntchito pazamankhwala kuti azindikire matenda komanso m'magalimoto oyendetsa okha. Kapena ngakhale muzojambula kuti mupange ntchito zapadera. Zotheka zilibe malire.
Maphunziro a "Deep Neural Network" pa Coursera amatitengera paulendo kudzera m'mapulogalamuwa. Mutu uliwonse ndikuwunika malo atsopano. Mwayi wowona momwe AI ikusintha dziko lozungulira ife.
Koma gawo labwino kwambiri la zonsezi? Tonse ndife ochita ziwonetserozi. Ndi zida zoyenera komanso chidziwitso, aliyense wa ife atha kuthandiza kukonza tsogolo la AI.
Mwachidule, ma neural network akuzama siukadaulo chabe. Iwo ndi mlatho wopita ku tsogolo labwino, logwirizana komanso laumunthu.
Zovuta ndi Makhalidwe a Deep Neural Networks
Kukula kwa ma neural network akuya kwatsegula chitseko cha kupita patsogolo kodabwitsa kwaukadaulo. Koma monga luso lililonse. Zimabwera ndi zovuta zake komanso mafunso akhalidwe labwino.
Choyamba, pali funso la kuwonekera. Kodi netiweki yakuya ya neural imagwira ntchito bwanji? Kwa ambiri, ndi bokosi lakuda. Ngati tikufuna kuti zida izi zivomerezedwe ndi anthu ambiri, ndikofunikira kuti timvetsetse momwe zimagwirira ntchito.
Ndiye pali vuto la kukondera. Zomwe zimagwiritsidwa ntchito pophunzitsa maukondewa nthawi zambiri zimatha kuwonetsa kukondera komwe kulipo. Izi zitha kupangitsa zisankho zongochitika zokha zomwe zimalimbitsa zokondera izi, m'malo mozichepetsa.
Chitetezo chimadetsanso nkhawa kwambiri. Ndi kuwonjezeka kwa kugwiritsa ntchito ma neural network m'malo ovuta. Monga zachuma kapena thanzi, kuonetsetsa chitetezo cha machitidwewa ndikofunikira.
Maphunziro a "Deep Neural Network" pa Coursera samangophunzitsa zaukadaulo. Imayankhanso mafunso okhudza makhalidwe abwinowa ndipo imalimbikitsa kulingalira mozama pa zotsatira za lusoli.
Pamapeto pake, ma neural network akuzama amatha kusintha dziko lathu m'njira zabwino. Koma kuti tikwaniritse izi, tiyenera kuwafikira mosamala, mozindikira komanso mwachilungamo.
