Ka ʻike ʻana i nā ʻupena neural hohonu
Naʻauao hana. Aia ʻo ia ma nā wahi a pau. I kā mākou wati, kā mākou kelepona, kā mākou kaʻa. Hoʻololi ia i ko mākou wā e hiki mai ana, hoʻololi hou i kā mākou ʻoihana, a hoʻololi i ke ʻano o kā mākou ʻike ʻana i ka honua. Akā he aha ka mea ma hope o kēia kipi? Nā pūnaewele neural hohonu.
E noʻonoʻo i kahi manawa. Wehe ʻoe i ka puka i kahi honua kahi e noʻonoʻo ai nā mīkini, aʻo a ulu. ʻO kēia ka mea a ka "Deep Neural Network" i hoʻohiki ai ma Coursera. He huakaʻi. He mākaʻikaʻi. He huakaʻi i ka puʻuwai o AI.
Mai nā ʻanuʻu mua, he hōʻike. Hiki ke loaʻa nā manaʻo paʻakikī. Nā neurons hana? Ua like lākou me nā hōkū i loko o ka galaxy nui, i hoʻopili ʻia e nā tausani o nā lola ʻālohilohi. He ʻanuʻu kēlā me kēia module. He ʻike. He manawa e hele hou aku ai.
A laila hoʻomaʻamaʻa. Me kou mau lima i ke code, ʻike ʻoe i ka hauʻoli. He paʻakikī kēlā me kēia hoʻoikaika kino. He nane e hoʻoholo ai. A i ka manawa hea e hana ai? He euphoria hiki ʻole ke wehewehe ʻia.
ʻO ka nani o kēia aʻo ʻana ʻo ia kona ʻano kanaka. 'Ōleloʻo ia i nā mea a pau. I ka poʻe hoihoi, i ka poʻe hoihoi, i ka poʻe ʻoihana. Hoʻomanaʻo ia iā mākou aia ʻo AI ma luna o nā mea āpau āpau. He ʻimi ʻike. He makewai no ka hana hou.
I ka hopena? Inā makemake ʻoe e hoʻomaopopo i ka wā e hiki mai ana, e luʻu i ka honua o nā neural network hohonu. He ʻike. He hoololi. A ʻo kēia hoʻomaʻamaʻa ʻana kāu palapala komo.
Nā noi kūpono o nā ʻupena neural hohonu
ʻAʻole ʻenehana wale nō ka naʻauao artificial. He hoʻololi ia e pili ana i kēlā me kēia kihi o ko mākou ola i kēlā me kēia lā. A ma ka puʻuwai o kēia hoʻololi ʻana he mau neural network hohonu. Akā pehea ka hopena o kēia mau hale paʻakikī i ko mākou ola o kēlā me kēia lā?
E lawe kākou i kekahi laʻana maʻalahi: ʻike leo. Kamaʻilio ʻoe i kāu mea kōkua leo, a pane mai ia iā ʻoe. Ma hope o kēia launa pū ʻana, aia kahi pūnaewele neural hohonu e nānā, hoʻomaopopo a pane i kou leo. He kupua, 'a'ole anei?
A ʻo ka hoʻomaka wale nō ia. Hoʻohana pū ʻia nā pūnaewele neural hohonu i ka lāʻau lapaʻau e ʻike ai i nā maʻi a me nā kaʻa no nā kaʻa kaʻa ponoʻī. A i ʻole ma ke kiʻi no ka hana ʻana i nā hana kūʻokoʻa. He palena ʻole nā mea hiki.
ʻO ka hoʻomaʻamaʻa "Deep Neural Network" ma Coursera e lawe iā mākou i kahi huakaʻi ma o kēia mau noi. ʻO kēlā me kēia module he ʻimi ʻana i kahi wahi hou. He manawa e ʻike ai pehea e hoʻololi ai ʻo AI i ka honua a puni mākou.
Akā ʻo ka hapa maikaʻi loa o kēia mau mea? He poʻe keaka mākou a pau i kēia kipi. Me nā mea hana pono a me ka ʻike, hiki i kēlā me kēia o mākou ke kōkua i ke ʻano o ka wā e hiki mai ana o AI.
I ka pōkole, ʻaʻole ʻenehana wale nā neural network hohonu. He alahaka lākou i kahi ʻoi aku ka naʻauao, pili a ʻoi aku ke kanaka e hiki mai ana.
Nā Luʻi a me nā loina o nā pūnaewele neural hohonu
ʻO ka piʻi ʻana o nā pūnaewele neural hohonu ua wehe i ka puka i nā holomua ʻenehana kupaianaha. Akā e like me kekahi ʻenehana. Hele mai me kāna mahele o nā pilikia a me nā nīnau pili pono.
ʻO ka mea mua, aia ka nīnau o ka ʻike. Pehea e hana ai kahi pūnaewele neural hohonu? No ka lehulehu, he pahu ʻeleʻele. Inā makemake mākou e ʻae ʻia kēia mau mea hana, he mea koʻikoʻi ia e demystify pehea lākou e hana ai.
A laila aia ka pilikia o ka hoʻokaʻawale. Hiki i nā ʻikepili i hoʻohana ʻia no ka hoʻomaʻamaʻa ʻana i kēia mau ʻupena ke hōʻike pinepine i nā manaʻo i loaʻa. Hiki i kēia ke alakaʻi i nā hoʻoholo automated e hoʻoikaika i kēia mau manaʻo, ma mua o ka hoʻēmi ʻana iā lākou.
ʻO ka palekana kekahi mea hopohopo nui. Me ka hoʻonui ʻana i ka hoʻohana ʻana i nā neural network i nā wahi koʻikoʻi. E like me ke kālā a i ʻole ke olakino, pono e hōʻoia i ka palekana o kēia mau ʻōnaehana.
ʻAʻole aʻo wale ka "Deep Neural Network" ma Coursera i nā ʻano ʻenehana. Hoʻopuka pū ia i kēia mau nīnau etika a paipai i ka noʻonoʻo hohonu i nā hopena o kēia ʻenehana.
ʻO ka hope loa, hiki i nā pūnaewele neural hohonu ke hoʻololi i ko mākou honua i nā ala maikaʻi. Akā no ka hoʻokō ʻana i kēia, pono mākou e hoʻokokoke iā lākou me ka akahele, ka lunamanaʻo a me ka pololei.
