Ma kēia ʻatikala, e papa inoa mākou i nā papahana ʻepekema data maikaʻi loa ma ka pūnaewele no nā haumāna e makemake ana e kiʻi i nā degere ʻepekema data kiʻekiʻe mai ka hōʻoluʻolu o ko lākou mau home.
He kahua kaulana ka ʻepekema ʻikepili. ʻO ka ʻoiaʻiʻo, ua hoʻonui ʻia ka helu o ka ʻepekema data a me nā hoʻolaha ʻoihana ʻikepili i ka 75 pakeneka i nā makahiki ʻelima i hala.
A no ka loaʻa ʻana o kēia ʻoihana, ʻaʻole ia he mea kupanaha no ka nui o nā kula e hana nei e hoʻomohala i ka maikaʻi nā polokalamu ʻepekema ʻikepili pūnaewele no nā haumāna o ka honua e pōmaikaʻi mai.
Loaʻa i ka poʻe me ke kēkelē laepua ma ka ʻepekema data ka uku waena o $128,750 i kēlā me kēia makahiki. ʻO ka ʻepekema data pūnaewele maikaʻi loa nā polokalamu kumu hiki ke kūʻai aku a hāʻawi i nā haumāna i kahi papa hana maʻalahi e hoʻopau i kā lākou mau degere.
Ma kēia alakaʻi, e uhi mākou i nā mea āpau e pono ai ʻoe e ʻike e pili ana i ka loaʻa ʻana o kahi kēkelē laepua a i ʻole master's in data science online.
Ma lalo nei, e hōʻike aku mākou i kekahi o nā papahana ʻepekema data pūnaewele maikaʻi loa mai nā kulanui kaulana a puni ka honua, e komo pū ana me nā papahana ʻepekema ʻikepili pūnaewele a me nā papahana ʻepekema ʻikepili pūnaewele.
Table of Contents
ʻEhia ke kumukūʻai no ka loaʻa ʻana o kahi kekelē ʻepekema data?
ʻO ka ʻepekema ʻikepili kahi aʻo e ulu wikiwiki ana i lilo i mea nui i ke kenekulia 21.
ʻO ka nui o nā ʻikepili e hōʻiliʻili ʻia nei he mea hiki ʻole i ke kanaka ke kālailai, no laila he mea koʻikoʻi i nā polokalamu kamepiula e hiki ke hoʻomaopopo a hoʻoponopono i ka ʻike.
Hāʻawi nā papahana ʻepekema ʻikepili pūnaewele i nā haumāna me ka ʻike paʻa o nā kumu o ka helu helu a me nā ʻikepili, a me nā ʻenehana holomua loa i ka algorithms, artificial intelligence, a me ke aʻo mīkini, e ʻae iā lākou e loaʻa ka ʻike waiwai me nā pūʻulu ʻikepili honua maoli.
Hiki i nā haumāna ke loaʻa ke kēkelē ʻepekema data pūnaewele ke hana ma nā ʻano ʻano like ʻole.
ʻO nā koho hana maʻamau e pili ana i ka hoʻomohala pūnaewele, ka ʻenekinia lako polokalamu, ka hoʻokele waihona waihona, a me ka nānā ʻana i ka ʻoihana.
Loaʻa i ka poʻe me ke kēkelē laepua ma ka ʻepekema data ka uku waena o $128,750 i kēlā me kēia makahiki. ʻOiai ʻo ka poʻe me ke kēkelē laepua i ka ʻepekema data loaʻa ka uku waena o $70,000 - $90,000 i kēlā me kēia makahiki.
20 Nā polokalamu ʻepekema ʻikepili maikaʻi loa ma ka pūnaewele
I kēia manawa, e kūkākūkā mākou i nā papahana ʻepekema data pūnaewele maikaʻi loa ma ka pūnaewele.
E hana ʻia kēia i ʻelua ʻāpana:
- ʻOi aku ka maikaʻi loa o ka ʻikepili ʻepekema papahana papahana ma ka pūnaewele
- ʻO nā papahana Masters Data Science maikaʻi loa ma ka pūnaewele.
10 ʻO nā papahana lae pua ʻepekema data maikaʻi loa ma ka pūnaewele
Inā hele mai ʻoe mai kahi ʻano ʻenehana ʻole, ʻoi aku ka maikaʻi o ka polokalamu kekelē ʻepekema ʻikepili pūnaewele.
Hoʻokomo pinepine kēia mau polokalamu nā papa kumu ma ka papahana, makemakika, a me ka helu. Hoʻopili pū lākou i nā kumuhana e like me ka nānā ʻana o nā ʻōnaehana a me ka hoʻolālā ʻana, ka hoʻomohala ʻana i nā polokalamu, a me ka hoʻokele database.
Ma lalo iho nei nā papahana laepua ʻepekema data pūnaewele maikaʻi loa:
- Ke Kulanui o Southern New Hampshire - Bachelor of Science in Data Analytics
- Ke Kulanui o Lādana - Bachelor of Data Science (BSc)
- Ke Kulanui ʻo Liberty – Bachelor of Science in Information Technology
- Ke Kulanui Kalikiano ʻo Ohio - ʻIkepili ʻikepili
- Ke Kula Nui ʻo Azusa Pacific - Ka papahana ʻikepili
- CSU Global - Bachelor of Science in Management Information Systems and Business Analytics
- Ke Kulanui o Ottawa - Bachelor of Science in Data Science and Technology
- ʻO Thomas Edison State University - Bachelor of Science in Data Science and Analytics
- Ke Kulanui o Saint Louis – Bachelor of Science in Computer Information System
- Ke Kulanui o Washington State - Bachelor of Science in Data Analytics.
#1. Bachelor of Science in Data Analytics - Ke Kulanui o Southern New Hampshire
Hoʻohui ka papahana Bachelor of Science in Data Analytics o Southern New Hampshire University i ka hiki ke kūʻai aku, ka maʻalahi, a me ka hoʻonaʻauao kiʻekiʻe. Hoʻomākaukau ʻia ka haʻawina no ka hoʻomākaukau ʻana i nā haumāna e hoʻoponopono i ke kahe ʻikepili o kēia ao.
Aʻo nā haumāna i ka hoʻohui ʻana i ka mining data a me ka hoʻolālā ʻana me ka hoʻohālike a me ke kamaʻilio ʻana, a puka mākaukau lākou e hana i kahi hopena i kā lākou hui.
Hoʻolālā ʻia kēia kekelē no ka poʻe e hana ana i ke kula no ka mea aia nā papa ma ka pūnaewele. Ua koho mua ʻia ʻo Southern New Hampshire ma muli o kāna haʻawina haʻahaʻa, haʻahaʻa haʻahaʻa kumu-a-haumana, a me ka helu puka puka maikaʻi loa.
#2. Bachelor of Data Science (BSc) — Ke Kulanui o Lādana
Hoʻomākaukau ka BSc Data Science a me Business Analytics mai ke Kulanui o Lākana i nā haumāna hou a hoʻi mai no ka ʻoihana a me ke aʻo postgraduate ma ka ʻepekema data.
Me ke alakaʻi hoʻonaʻauao mai London School of Economics and Political Science (LSE), helu ʻelua ma ka honua ma Social Science and Management e ka 2022 QS World University Rankings.
Ke kālele nei kēia papahana i nā mākau noʻonoʻo ʻenehana a me ka noʻonoʻo koʻikoʻi.
#3. Bachelor of Science in Information Technology — Ke Kulanui ʻo Liberty
ʻO ka Bachelor of Science o Liberty University i ka ʻenehana ʻike, ka ʻikepili ʻikepili, a me ka palekana he papahana pūnaewele piha e hāʻawi i nā haumāna i nā mākau palekana ʻikepili koʻikoʻi. ʻO nā papahana lima lima, nā manawa aʻoaʻo me nā ʻoihana ʻoihana, a me ka hoʻomaʻamaʻa hoʻohana ʻana i nā mākau i ka honua maoli nā ʻāpana āpau o ka haʻawina.
ʻO ka palekana pūnaewele, ka cybersecurity, ka hoʻolālā palekana ʻike, a me ka hoʻolālā pūnaewele a me ka palekana kekahi o nā kumuhana i uhi ʻia e nā haumāna.
ʻO ke Kulanui ʻo Liberty, ma ke ʻano he kulanui Kalikiano, he kumu ia e hoʻokomo i kahi manaʻo Baibala i kāna mau papa āpau. E hoʻolako ʻia nā haumāna no ka hoʻokō ʻana i ka nui o ka noi no ka pūnaewele ʻikepili a me nā luna hoʻomalu palekana ke puka lākou.
He 120 mau hola hōʻaiʻē ka papa aʻoaʻo, 30 pono e hoʻopau ʻia ma Liberty. Eia kekahi, 50 pakeneka o ka nui, a i ʻole 30 mau hola, pono e hoʻopau ma o Liberty.
#4. ʻIkepili ʻikepili - Ke Kulanui Kalikiano ʻo Ohio
Hoʻomākaukau ka papahana Data Analytics ma Ohio Christian University i nā haumāna no kahi ʻoihana i ka ʻikepili ʻikepili ma ke kahua ʻenehana ʻike.
Ma hope o ka pau ʻana o ka papahana, hiki i nā haumāna ke ʻike i nā loiloi he nui i hiki ke loaʻa mai nā pūʻulu ʻikepili like ʻole, wehewehe i nā mea he nui o ka nānā ʻana i ka IT a me nā mea pili ʻole IT, e kālailai i nā manaʻo pili i ka ʻikepili ʻikepili, a hoʻoholo i nā hoʻoholo e pili ana i nā waiwai Karistiano.
Aia ka degere ma kahi o 20 mau papa kauoha, e hoʻopau ana i kahi papahana capstone. Hoʻonohonoho ʻokoʻa ka papa hana ma mua o ke kēkelē laepua maʻamau; ʻEkolu mau ʻaiʻē ko kēlā me kēia papa a hiki ke hoʻopau ʻia i loko o ʻelima pule ma mua o nā kau kuʻuna a i ʻole nā huaʻōlelo. Hāʻawi kēia hoʻonohonoho i ka maʻalahi o ka mea hana.
#5. Papahana ʻikepili ʻikepili - Ke Kulanui ʻo Azusa Pacific
Hoʻonohonoho ʻia ka papahana ʻikepili ʻikepili ʻo Azusa Pacific University ma ke ʻano he 15 mau ʻāpana. Hiki ke hui pū ʻia me BA i Applied Psychology, BA i Applied Studies, BA i alakaʻi, BA i Management, BS i Criminal Justice, BS i Health Science, a me BS i nā Pūnaehana ʻIke.
Loaʻa i nā haumāna puka nā mea loiloi pāʻoihana, nā ʻikepili ʻikepili, nā luna hoʻomalu waihona, nā luna papahana IT, a me nā kūlana ʻē aʻe i ka lehulehu a me nā ʻoihana kalepa.
ʻO ka hoʻohui ʻana i kahi kikoʻī ʻikepili ʻikepili me kahi kēkelē Bachelor of Science in Information Systems he kūpono ia no ka poʻe makemake i ke aʻo ʻana i nā ʻōnaehana ʻike.
E loaʻa i nā haumāna nā ʻōlelo aʻo nui i ka hoʻokele ʻike, ka hoʻonohonoho kamepiula, ka hoʻokele database, ka nānā ʻana i nā ʻōnaehana, a me nā kumu kumu ʻoihana.
#6. Bachelor of Science in Management Information Systems and Business Analytics — CSU-Global
Loaʻa i ka Luna Hoʻokele Pūnaewele a me ka ʻIkepili ʻIke he $135,000 i kēlā me kēia makahiki. ʻAʻole wale ka uku hoʻokūkū, akā paʻa a piʻi ka koi.
Hiki i ka CSU-online Global's Bachelor of Science in Management Information Systems a me Business Analytics hiki ke kōkua iā ʻoe e uhaki i ka ʻāpana ʻIkepili.
Ke alakaʻi nei ka papahana i nā hana ma o ka hoʻohui ʻana i ka ʻike ʻoihana kumu a me nā mākau me ka hoʻomohala ʻana i ke kumuhana o Big Data, kahi e loaʻa ai ka ʻikepili warehousing, mining, a me ka nānā ʻana. Hiki i nā haumāna ke hoʻomau i kahi papahana puka.
ʻO ka hoʻonaʻauao kūikawā he hapa liʻiliʻi o ke kēkelē laepua piha 120-aie, me 12 wale nō ʻekolu mau ʻaiʻē kumu i koi ʻia, e ʻae ana i ka hana kūikawā. Loaʻa iā CSU-Global kahi kulekele hoʻololi lokomaikaʻi, hiki iā ia ke koho i ke koho kūpono no ʻoe.
#7. Bachelor of Science in Data Science and Technology — Ottawa University
ʻO ke Kulanui ʻo Ottawa kahi kulanui liberal arts Kristiano ma Ottawa, Kansas.
He hale kūʻokoʻa, ʻaʻohe waiwai. ʻElima mau lālā kino o ke kula, a me kahi hale kula pūnaewele, ma waho aʻe o ka pā kula nui, noho.
Mai ka hāʻule ʻana o 2014, ua hāʻawi ke kula pūnaewele i kahi Bachelor of Science in Data Science and Technology degree.
Me ka hoʻohui ʻana o kēia kēkelē, hiki i nā haumāna Ottawa ke hoʻokūkū i ka honua i alakaʻi ʻia i ka ʻikepili. ʻO ka hoʻokele ʻikepili, ka hoʻohālikelike ʻikepili, ka palekana o ka pūnaewele, ka ʻikepili nui, a me nā ʻikepili nā mea nui o ke kēkelē.
#8. Bachelor of Science in Data Science and Analytics — Thomas Edison State University
Loaʻa i nā haumāna makemake e ʻimi i ke kēkelē i ka ʻepekema data ma Thomas Edison State University he koho kūʻokoʻa. Ua hui pū lākou me Statistics.com's Institute of Statistics Education no ka hāʻawi ʻana i kahi Bachelor of Science ma ka ʻikepili ʻikepili a me nā Analytics.
Hoʻolālā ʻia kēia papahana no nā poʻe mākua hana. Hāʻawi ʻo Statistics.com i nā haʻawina ʻepekema data a me nā papa analytics, ʻoiai ke hāʻawi nei ke kulanui i nā papa, nā hoʻokolohua, a me nā mea ʻē aʻe.
Ua nānā ka American Council on Education's College Credit Recommendation Service i nā papa āpau a paipai iā lākou no ka hōʻaiʻē. ʻOiai e loaʻa ana ke kēkelē ma ke kulanui kaulana, ʻo kēia ʻano hana hou o ka hāʻawi ʻana i ke kēkelē ma o kahi pūnaewele kaulana e hāʻawi i nā haumāna i nā ʻike pili a me nā manawa hou.
#9. Bachelor of Science in Computer Information System — Ke Kulanui o Saint Louis
Hāʻawi ke Kula ʻo Saint Louis University no ka ʻOihana Hoʻonaʻauao i kahi Bachelor of Science ma ka Pūnaewele ʻIkepili Pūnaewele e koi ana i 120 mau hola ʻaiʻē e hoʻopau.
Hāʻawi ʻia ka papahana ma ke ʻano wikiwiki, me nā papa i mālama ʻia i kēlā me kēia ʻewalu pule, e hiki ai i nā limahana hana ke hoʻopau i ke kēkelē.
ʻIkepili ʻIkepili, Palekana ʻike a me ka hōʻoiaʻiʻo, a me nā ʻōnaehana ʻike mālama ola ʻekolu mau ala e hiki ai i nā haumāna ke hana kūikawā.
E noʻonoʻo mākou i ka ʻike loea Data Analytics ma kēia ʻatikala.
Hiki i nā haumāna puka me kahi ʻikepili Data Analytics ke kūpono e hana ma ke ʻano he mea noiʻi noiʻi mākeke, ʻikepili ʻikepili, a i ʻole ma ka ʻoihana ʻoihana. ʻO ka Mining Data, Analytics, Modeling, a me Cyber Security kekahi o nā papa i loaʻa.
#10. Bachelor of Science in Data Analytics - Ke Kulanui o Washington State
Hiki i nā haumāna ke loaʻa kahi Bachelor of Science in Data Analytics mai Washington State University, kahi i loaʻa kahi papahana interdisciplinary.
ʻIkepili ʻikepili, nāʻikeʻepekema, helu helu, helu helu, a me ke kamaʻilio ʻana he ʻāpana o ka papahana. Ke nānā nei kēia kēkelē i ka ʻikepili a me ka analytics, akā e loaʻa i nā haumāna puka ka ʻike hohonu o ka ʻoihana.
ʻO kekahi o nā pahuhopu o ke keʻena ʻo ia ka hiki i nā haumāna ke hoʻohana i ko lākou ʻike i nā ʻoihana ma nā ʻoihana like ʻole e kōkua iā lākou e hoʻoholo i ka ʻoihana ʻoi aku ka maikaʻi.
Ua aʻo ʻia nā papa e nā polopeka like e aʻo ana ma nā pā kula kino o WSU, e hōʻoiaʻiʻo ana e aʻo nā haumāna mai nā mea maikaʻi loa.
Ma waho aʻe o nā hōʻaiʻē 24 i koi ʻia no kahi kekelē ʻepekema Data, pono nā haumāna āpau e hoʻopiha i ka University Common Requirements (UCORE).
10 ʻO nā polokalamu haku ʻepekema data pūnaewele maikaʻi loa
Inā loaʻa iā ʻoe kahi ʻike i ka ʻepekema kamepiula a i ʻole ka makemakika, a polokalamu kekelē laeoʻo pūnaewele ʻo ia paha ke ala maikaʻi loa e hele ai.
Hoʻolālā ʻia kēia mau papahana no nā poʻe ʻoihana i ʻike mua i ke kula a makemake e hone i ko lākou mau mākaukau.
ʻO kekahi mau kekelē haku pūnaewele e ʻae iā ʻoe e hoʻoponopono i kāu hoʻonaʻauao me nā loea i nā wahi e like me ka analytics, ʻoihana ʻoihana, a i ʻole ka hoʻokele waihona.
Eia ka papa inoa o nā papahana ʻepekema ʻikepili pūnaewele maikaʻi loa:
- Ke Kulanui o Kaleponi, Berkeley – Master of Information and Data Science
- Ke Kulanui o Illinois-Urbana-Champaign – Master of Computer Science in Data Science
- Ke Kulanui o Kaleponi Hema – Master of Science in Data Science
- Ke Kulanui o Wisconsin, Madison - Master of Science i ka ʻIke ʻIke
- Ke Kulanui ʻo John Hopkins - Master of Science in Data Science
- Ke Kulanui o Northwestern – Master of Science in Data Science
- Ke Kula Nui ʻo Southern Methodist – Master of Science in Data Science
- Ke Kulanui ʻo Indiana Bloomington - Master of Science i ka ʻIke ʻIke
- Ke Kulanui o Notre Dame – Master of Science in Data Science
- Rochester Institute of Technology – Master of Science in Data Science.
#11. Master of Information and Data Science - Ke Kulanui o Kaleponi, Berkeley
ʻOiai ka hoʻokūkū ʻana mai ka Ivy League a me nā ʻoihana ʻenehana i manaʻo ʻia, ʻo ke Kulanui o Kaleponi, ʻo Berkeley ka mea i hoʻopaʻa mau ʻia ma ke ʻano he kulanui aupuni kiʻekiʻe loa ma ʻAmelika Hui Pū ʻIa a ua hoʻopaʻa pinepine ʻia i waena o nā kula kiʻekiʻe he ʻumi.
Aia ʻo Berkeley i kekahi o nā papahana ʻepekema ʻikepili kahiko loa a piha loa i ka ʻāina, me kona kokoke i ka moku ʻo San Francisco Bay a me Silicon Valley e hāʻawi ana i kona kūlana kiʻekiʻe.
Hoʻolimalima pinepine ʻia nā haumāna puka o kēia kula i nā ʻoihana hoʻomaka a hoʻokumu ʻia ma ka honua holoʻokoʻa, kahi i kaulana loa ai ka pūʻulu ʻepekema data.
Ke aʻo nei nā kumu kula me ka ʻike ʻoihana i nā hui ʻepekema data ma ia wahi i nā papa, e hoʻokomo piha ana i nā haumāna puka i nā manaʻolana o kā lākou hana ma ka ʻāpana.
#12. Master of Computer Science in Data Science — Ke Kulanui o Illinois-Urbana-Champaign
Ke kūlana mau nei ke Kulanui o Illinois ma Chicago (UIUC) ma waena o nā papahana ʻepekema kamepiula ʻelima kiʻekiʻe ma US, ma mua o ka Ivy League, nā kula ʻenehana pilikino, a me nā mea ʻē aʻe. Ua puni ka papahana ʻepekema ʻikepili ma ka pūnaewele no ʻekolu mau makahiki, me ka nui o ia mea i hoʻohui ʻia i Coursera.
ʻO kā lākou kumukūʻai ka haʻahaʻa loa ma waena o nā papahana DS kiʻekiʻe, ma lalo o $ 20,000.
Ma waho aʻe o ka maikaʻi o ka papahana, kūlana, a me ka waiwai, paʻakikī ka haʻawina a hoʻomākaukau i nā haumāna no kahi ʻoihana maikaʻi ma ka ʻepekema data, e like me ka hōʻike ʻana e nā alumni e hana ana i nā ʻoihana like ʻole a puni ʻAmelika Hui Pū ʻIa.
#13. Master of Science in Data Science - Ke Kulanui o Kaleponi Hema
ʻOiai ke kumu kūʻai kiʻekiʻe, hoʻohana koke ʻia nā haumāna puka mai ke Kulanui o Southern Kaleponi (USC) ma kekahi o nā wahi hoʻokipa ʻepekema data nui loa o ka honua - ʻo Kaleponi hema.
Hiki ke loaʻa nā alumni o kēia papahana i nā hui ma ka ʻāina, me San Diego a me Los Angeles. ʻO ka papa haʻawina kumu he 12 wale nō ʻāpana, a i ʻole ʻekolu papa, me nā ʻāpana ʻē aʻe he 20 i māhele ʻia i ʻelua pūʻulu: Pūnaehana ʻIkepili a me ʻIkepili ʻIkepili. Paipai ʻia nā ʻenehana loea me ka ʻike ʻoihana e noi.
#14. Master of Science in Data Science - Ke Kulanui o Wisconsin, Madison
Ua loaʻa iā Wisconsin kahi papahana pūnaewele no nā makahiki a, ʻaʻole e like me nā kula kiʻekiʻe kiʻekiʻe, pono kahi papa capstone. He multidisciplinary ka papahana, e like me ka hoʻokele, kamaʻilio, ʻikepili, makemakika, a me nā kumuhana ʻepekema kamepiula.
Manaʻo maikaʻi ʻia kā lākou kumu kula, me nā kauka kauka ma nā ʻano ʻano like ʻole me ka naʻauao artificial, ka ʻepekema kamepiula, a me nā helu helu, a me ka ʻike nui o ka ʻoihana a me ka hoʻonaʻauao ma ke kālepa. Loaʻa paha nā Alumni ma nā kūlanakauhale nui a puni ʻo ʻAmelika Hui Pū ʻIa, a hāʻawi ʻia i ke kumu kūʻai liʻiliʻi, he waiwai maikaʻi kēia papahana haku pūnaewele.
#15. Master of Science in Data Science - Ke Kulanui o John Hopkins
No nā kumu like ʻole, ʻo John Hopkins kekahi o nā haku pūnaewele waiwai nui i nā papahana ʻepekema data. No ka hoʻomaka, hāʻawi lākou i nā haumāna a hiki i ʻelima mau makahiki e hoʻopau i ka papahana, he mea maikaʻi loa ia no nā mākua a me nā limahana manawa piha.
ʻAʻole manaʻo kēia ʻokoʻa he lohi ka papahana; hiki ke hoʻopau ʻia ma lalo o ʻelua makahiki. Ua kaulana ʻia ke kulanui no ka hoʻouna ʻana i nā alumni i kekahi mau wahi ʻākau hikina, ʻo Boston a me New York City.
No nā makahiki, ua hāʻawi ʻo John Hopkins i nā papa ʻepekema data a ua alakaʻi ʻo ia i ka hāʻawi ʻana i nā papa pūnaewele manuahi, hoʻonui i ka inoa o ka papahana, mākaukau e aʻo i ka ʻepekema data ʻokiʻoki, a me nā kūlana hana puka puka.
#16. Master of Science in Data Science - Ke Kulanui o Northwestern
ʻO ke Kulanui o Northwestern, ma waho aʻe o ke kulanui kūʻokoʻa kiʻekiʻe me nā alumni i ʻimi nui ʻia i nā ʻoihana ʻepekema data Midwest, hāʻawi i kahi ʻike aʻo kūʻokoʻa ma ka ʻae ʻana i nā haumāna e koho mai nā ʻoihana ʻehā. ʻO ka Analytics Management, Data Engineering, Artificial Intelligence, a me Analytics and Modelling nā laʻana o kēia.
Hoʻoulu ʻia kēia ala ʻokoʻa i ka launa pū ʻana me nā mea komo a me nā limahana aʻoaʻo, nāna e kōkua i nā haumāna matriculated i ke koho ʻana i kahi loea e pili ana i kā lākou makemake a me nā pahuhopu ʻoihana.
ʻO ka hoʻokō ʻana o Northwestern i nā haumāna ma mua o ke aʻo ʻana ma mua o ke kau inoa ʻana, me ka nui o ka ʻike ma kā lākou pūnaewele e kōkua i nā haumāna e noʻonoʻo inā kūpono ka papahana, me ka ʻōlelo aʻoaʻo e pili ana i nā ʻoihana ʻepekema data a me nā haʻawina.
Hoʻokumu ka papahana o ka papahana i ka ʻikepili wānana a me ka ʻaoʻao helu helu o ka ʻepekema data, ʻoiai aia kekahi mau kumuhana ʻē aʻe.
#17. Master of Science in Data Science - Ke Kulanui Metodist Hema
Ua hāʻawi aku ke kula kaulana ʻo Southern Methodist University (SMU) ma Dallas, Texas, i ke kēkelē laepua ma ka ʻikepili ʻikepili no kekahi mau makahiki, e piʻi ana ma ke ʻano he alakaʻi i ka hana ʻana i nā haumāna puka kiʻekiʻe ma ʻAmelika Hui Pū ʻIa.
Ua paʻa kēia kulanui i ka hāʻawi ʻana i ke kōkua ʻoihana i kāna mau haumāna puka āpau, me ka hoʻomaʻamaʻa ʻoihana a me kahi ʻoihana ʻoihana virtual me nā koho hana kūikawā no nā alumni SMU.
E loaʻa i nā haumāna puka ka manawa e launa pū ai a hana i nā pilina me nā ʻoihana kaulana ma Texas.
#18. Master of Science in Data Science - Ke Kulanui ʻo Indiana Bloomington
He waiwai kūʻokoʻa ka papahana o Indiana's Master of Science in Data Science online e ke kula aupuni nui ma Midwest, a he kūpono ia no ka poʻe ma waena o ka hana a makemake paha e hoʻololi i kahi ala kikoʻī o ka ʻepekema data.
He maʻalahi nā koi degere, me nā koho koho no ka hapalua o nā hōʻaiʻē 30 i koi ʻia. Hoʻoholo ʻia ʻeono o nā ʻaiʻē he kanakolu e ka ʻāpana kikowaena o ke kēkelē, ʻo ia hoʻi ʻo Cybersecurity, Precision Health, Intelligent Systems Engineering, a me Data Analytics and Visualization.
Eia kekahi, paipai ʻo Indiana i kā lākou mau haumāna pūnaewele e komo i kahi manawa ʻoihana hōʻaiʻē ʻole ma ko lākou pā kula nui.
Hoʻopili ʻia nā haumāna i nā alakaʻi ʻoihana a me nā ʻoihana i ka makahiki 3-lā Online Immersion Weekend i ka pūnaewele a kūkulu i nā pilina ma mua o ka puka ʻana.
#19. Master of Science in Data Science - Ke Kulanui o Notre Dame
Hāʻawi ke Kulanui o Notre Dame, kahi kula kaulana i ka honua, i kahi kekelē ʻepekema data kaulike kūpono no nā poʻe hoʻomaka.
ʻAʻole koi nā kūlana komo ma Notre Dame i nā mea noi e hoʻopau i kahi nāʻikeʻepekema a i ʻole ka papahana laepua makemakika, ʻoiai hāʻawi lākou i kahi papa inoa o nā papa i manaʻo ʻia e kōkua iā lākou e hoʻomākaukau. Ma Python, Java, a me C++, pono nā mākau helu helu liʻiliʻi wale nō, a me ka ʻike i nā kūkulu ʻikepili.
#20. Master of Science in Data Science — Rochester Institute of Technology
Ua kaulana ʻo Rochester Institute of Technology (RIT) no ka hoʻouna ʻana i nā alumni i ka Midwest a me Northeast. ʻO ke kula pūnaewele, kahi i hoʻokumu ʻia ma ke komohana o New York, e hoʻoikaika i ka hoʻonaʻauao maʻalahi e pili ana i ka piʻi ʻana o ka pono o ka ʻenehana ʻepekema data.
Hiki ke hoʻopau ʻia ke kēkelē ma kahi liʻiliʻi o 24 mau mahina, a he ʻoluʻolu loa nā kūlana komo, me ka manaʻo o ka ʻepekema paʻakikī akā ʻaʻole pono nā hoʻokolohua maʻamau. He moʻolelo lōʻihi ko RIT no ka hoʻomākaukau ʻana i nā haumāna e lilo i mau alakaʻi ʻoihana a he koho maikaʻi ia no ka poʻe e makemake ana e loaʻa i ka hoʻonaʻauao ʻepekema data ma kahi ʻenehana ʻenehana.
Nīnau pinepine e pili ana i nā polokalamu ʻepekema data
Aia kekahi ʻano o nā kekelē laepua ma ka ʻepekema data?
ʻO nā ʻano nui ʻekolu o ke kēkelē laepua ma ka ʻepekema data:
- He Bachelor of Science (BS) in Data Science
- He BS i ka ʻepekema kamepiula me ka manaʻo nui a i ʻole ka ʻike ʻepekema ʻikepili
- He BS i ka Data Analytics me ka manaʻo i ka ʻIke ʻIke.
He aha nā polokalamu ʻepekema data e hāʻawi ai?
Hāʻawi nā papahana ʻepekema ʻikepili pūnaewele maikaʻi loa i nā haumāna me ka ʻike paʻa o nā kumu o ka helu helu a me nā helu, a me nā ʻenehana holomua loa i ka algorithms, artificial intelligence, a me ke aʻo mīkini, e ʻae iā lākou e loaʻa ka ʻike waiwai me nā pūʻulu ʻikepili honua maoli.
Nā Manaʻo Hoʻoponopono:
- ʻO nā kula ʻepekema ʻikepili maikaʻi loa ma ka honua
- 2-makahiki Computer Science Degree Online
- 40 ʻEpekema ʻEpekema Paʻa Loa Loa Loa Loa
- 15 Free Online Computer Science Degree
- 10 Kikokikona ʻEpekema Kiekie Laepua Ma ka Pūnaewele
- ʻO 50+ mau kulanui maikaʻi loa no ka ʻepekema kamepiula ma ka honua
- 15 ʻO nā polokalamu ʻoihana ʻoihana maikaʻi loa ma ka honua.
Panina
ʻO ka ʻepekema ʻikepili e pili ana i ka unuhi ʻana i ka manaʻo mai ka ʻikepili, ka hoʻohana ʻana iā ia e hana i nā hoʻoholo ʻike, a me ka haʻi ʻana i kēlā ʻike i ka poʻe ʻenehana a me ka ʻike ʻole.
Manaʻolana, kōkua kēia alakaʻi iā ʻoe e ʻike i nā papahana lae a master's degree maikaʻi loa i ka ʻepekema data.
Hāʻawi kēia mau kula i helu ʻia ma ʻaneʻi i nā kekelē ʻepekema data ma ke kula haʻahaʻa a me ke kula kiʻekiʻe. Manaʻo mākou e kōkua kēia iā ʻoe e aʻo hou e pili ana i kēia māla ulu.
