Limbikitsani Kukula Kwa Ntchito Yanu Popeza Masters anu mu Data Analytics
Opangidwira akatswiri ogwira ntchito, Master of Science pa intaneti mu Data Analytics ku University of Michigan-Flint amapereka maphunziro okhwima komanso mwayi wophunzirira wapadziko lonse lapansi kuti athandizire kupita patsogolo kwanu kwaumwini komanso akatswiri.
Ndi magawo atatu komanso njira yolumikizirana, mumalandira maphunziro abwino omwe amakupatsirani luso losamutsidwa komanso ukadaulo wofunikira kuti mupange mfundo ndi machitidwe abwino. Pulogalamu yathu yowunikira deta imapereka mawonekedwe amunthu payekha komanso kwathunthu pa intaneti, kukulolani kuti musankhe zomwe mukuphunzira zomwe zimagwirizana ndi zosowa zanu komanso zomwe zimagwirizana ndi moyo wanu.
Ziribe kanthu zomwe mwaphunzira, muli ndi malo mu MS mu pulogalamu ya Data Analytics. Ngati mulibe maziko a sayansi yamakompyuta koma mukufuna kulembetsa pulogalamu ya masters, mutha kutenga ziphaso zopanda ngongole mu Programming, Object Oriented Programming, and Data Structures kuti mufulumire.
Kaya mukufuna kuchita ntchito yatsopano yosanthula deta yomwe ikukula kwambiri kapena mukufuna kupititsa patsogolo chidziwitso chanu ndikupeza mwayi wampikisano, pulogalamu ya MS mu Data Analytics mkati mwa UM-Flint's. College of Innovation & Technology ingakuthandizeni kukwaniritsa zolinga zanu!
Ophunzira apano a UM-Flint angafune kuganizira zolembetsa zathu Kuphatikiza BS/MS mu Data Analytics. Maphunziro a pulogalamu yophatikizana amalola ophunzira kuti nthawi imodzi apeze ma diploma a undergraduate ndi omaliza maphunziro, omwe amawerengera digiri ya bachelor ndi masters.
Pa Tsambali
Chifukwa chiyani UM-Flint's Data Analytics Program?
Tsatirani Digiri Yanu ya Master mu Flexible Format
Zopangidwira akatswiri, pulogalamu yathu yowunikira deta imapereka njira yokwanira pa intaneti komanso mawonekedwe amunthu. Mtundu wapaintaneti wa 100% umakupatsani mwayi wopeza digiri ya masters m'makalasi apamwamba apakompyuta. Kapena, ngati mukufuna kuphunzira nokha, mutha kuphunzira pasukulu ya UM-Flint ndikuphunzira m'makalasi azikhalidwe.
Ngati mumachita maphunziro anthawi zonse, mutha kupeza MS yanu mu Data Analytics pazaka ziwiri. Kapena, ngati kulembetsa kwakanthawi kumagwirizana ndi ndandanda yanu, mutha kumaliza maphunziro anu m'miyezi 32-36. Mulimonse momwe mungasankhire, pulogalamu yathu yowunikira deta imakupatsani mwayi woti mupitirize maphunziro anu ndikusunga moyo wanu wantchito.
Zosankha Zamaphunziro Ofulumira kwa Ophunzira opanda CS Background
UM-Flint amayesetsa kuti pulogalamu yathu yosanthula deta ipezeke kwa omwe akufuna kukhala ophunzira sadziwa sayansi yamakompyuta. Ichi ndichifukwa chake timapereka njira zofulumira kuti tithandizire ophunzira omwe alibe luso laukadaulo komanso oti amalize maphunziro awo.
Customizable Data Analytics Program ndi Njira Zitatu Zoyikira
Chifukwa mafakitale ambiri amadalira kusanthula kwa data ndi luso lomwe likugwirizana nalo, pulogalamu ya mbuye wathu imakupatsirani mphamvu zokulitsa luso lanu ndikutanthauzira ukadaulo wanu popereka magawo atatu ogwiritsiridwa ntchito:
- Business Analytics
- Geospatial Analytics
- Health Care Analytics

Kulani Monga Wothetsera Mavuto Padziko Lonse
Chifukwa digiri yathu imayika patsogolo kugwiritsa ntchito chidziwitso chaukadaulo, muli ndi mwayi wambiri wogwiritsa ntchito luso lanu ndikukumana ndi zovuta zenizeni zomwe mungayembekezere kukumana nazo mukamagwira ntchito m'munda.
Kutengera momwe mumaganizira, mutha kuphunzira momwe mungagwiritsire ntchito kasamalidwe kaukadaulo m'machitidwe azaumoyo kapena kugwiritsa ntchito ma analytics abizinesi kapena kulowa muzolemba zachuma kapena kusanthula zidziwitso zamayiko. Kupyolera muzochitikira zophunzirira izi, mumawona zomwe zikuchitika m'makampani ndi mavuto omwe alipo komanso kupanga luso lofunikira kuti mupange mayankho othandiza komanso anzeru.
Tengani nawo mbali mu Mwayi Watsopano Wofufuza
Munthawi yanu mu pulogalamu yosanthula deta, mutha kuyanjana nawo Gulu lolemekezeka la UM-Flint ndikuchita nawo ntchito zofufuza zochititsa chidwi. Mukamathandizira akatswiri pazochita zamaphunziro izi, mumapanga maubwenzi ofunikira, mumakulitsa luso lanu, ndikuyendetsa luso pamakampani.
Maphunziro a Master mu Data Analytics Curriculum
Pulogalamu ya pa intaneti ya UM-Flint ya MS mu Data Analytics imapereka maphunziro olimba omwe amapangidwa kuti akweze luso lanu laukadaulo ndikuwongolera ukadaulo wanu, ndikuthandizira kukula kwanu monga mtsogoleri pamakampani aukadaulo.
Maphunziro athu amatenga njira zosiyanasiyana kuti muwonetsetse kuti mumalandira maphunziro athunthu omwe amakuthandizani kuti mukhale ndi luso lotha kusintha. M'makalasi anu oyambira, mumalowera mumaphunziro apamwamba osungiramo deta, chitetezo, luntha lazamalonda, kusungirako zidziwitso ndi kubweza, komanso kukumba deta. Maphunzirowa amakulolani kuti mufufuze momwe chidziwitso cha m'kalasi chimagwirira ntchito pazovuta zenizeni, kupititsa patsogolo luso lanu logwira ntchito ndi magulu akuluakulu a deta ndikuthandizira mabizinesi ndi mabungwe pakupanga zisankho ndi kupanga mfundo.
Kuphatikiza pa maphunziro oyambira, mumasankha kuwunika kowerengera, kasamalidwe kazachuma, bizinesi wamba, kusanthula kwa geospatial, kasamalidwe kaumoyo, kasamalidwe ka malonda, ndi kasamalidwe ka zinthu ndi kasamalidwe ka ntchito. Maphunzirowa amakhazikika pamaphunziro anu oyambira ndipo amatenga njira yapaderadera, kuwonetsetsa kuti mumamvetsetsa bwino zaukadaulo komanso zothandiza kuti zikukonzekeretseni kugwira ntchito yosanthula deta.
Onaninso maphunziro a UM-Flint's Data Analytics.
Chidziwitso cha Pulogalamu
Mukufuna chitsogozo mukayambitsa MS mu pulogalamu ya Data Analytics? Timapereka antchito odzipereka omwe amagwira ntchito nanu pamene mukusankha pulogalamu yokwaniritsa zolinga zanu. Kuti mupeze mayankho a mafunso anu okhudza kuyambitsa MS mu pulogalamu ya Data Analytics, lemberani CIT Graduate Programs pa citgradprograms@umich.edu.
Zochita
Dziko laukadaulo limakhalapo ndipo limadalira deta ndi asayansi a data. Ngakhale chidziwitso chaukadaulo cha data analytics chimapatsa anthu kumvetsetsa mozama za ntchitoyi komanso luso lokwezeka, likukhala mulingo wamakampani. Kuti akhalebe opikisana kwanuko komanso padziko lonse lapansi, asayansi azama data ayenera kupeza ukadaulo m'malo ofunikira monga migodi ya data, kufufuza, kusanthula, kasamalidwe, ndi kulosera.
Chifukwa cha kuchuluka kwa kudalira deta, kufunikira kwa asayansi odziwa zambiri kukukulirakulira. The Bureau of Labor Statistics ikufuna kuti ntchito ya asayansi azidziwitso ichuluke ndi 36% m'zaka khumi zikubwerazi, zomwe ndizothamanga kuwirikiza kasanu ndi kawiri kuposa avareji yapadziko lonse lapansi pantchito zonse.
Kuphatikiza apo, polandira digiri ya masters, anthu amalandila maudindo apamwamba asayansi ndikuwonjezera zomwe amapeza. Pa avareji, malipiro apakatikati a wasayansi wa data ndi $103,500, kupitilira kuwirikiza kawiri malipiro apakatikati a ntchito zonse.
Ndi malingaliro abwinowa pantchito, omaliza maphunziro athu pa intaneti Data Analytics atha kuyambitsa ntchito zawo m'mafakitale ambiri, monga upangiri, ntchito zachuma, chisamaliro chaumoyo, ndiukadaulo.
Zofunikira Zovomerezeka (GRE Siyofunikira)
UM-Flint's online Master of Science mu Data Analytics amafunafuna ofunsira omwe akwaniritsa izi:
- Bachelor of Science kuchokera ku bungwe lovomerezeka. Zokonda zidzaperekedwa kwa ophunzira omwe ali ndi mbiri ya sayansi, ukadaulo, uinjiniya, kapena masamu. Olembera omwe alibe zofunikira pakuchita maphunziro (ma Algorithms, Programming, ndi Data Structure) adzafunika kumaliza maphunziro pamndandanda wofunikira potenga njira ya satifiketi yopanda ngongole pa intaneti kapena njira ya Fast-Track.
- GPA yocheperako ya 3.0 pamlingo wa 4-point.
- Olembera omwe sakwaniritsa zofunikira zochepa za GPA atha kuloledwa. Kuloledwa muzochitika zotere kumadalira kwambiri zizindikiro zina za luso la wophunzira pogwira ntchito yomaliza maphunziro. Izi zitha kuphatikiza kuchita bwino kwambiri pa GPA muzochitika zazikulu ndi/kapena zina zomwe zikuwonetsa luso lamphamvu lamaphunziro.
Olembera omwe ali ndi digiri ya bachelor ya zaka zitatu kuchokera ku bungwe lakunja kwa US ali oyenerera kuvomerezedwa ku yunivesite ya Michigan-Flint ngati maphunziro a maphunziro ndi maphunziro ayesedwa kuchokera ku Ntchito Zapadziko Lonse Lapansi lipoti likunena momveka bwino kuti digiri ya zaka zitatu yomaliza ndi yofanana ndi digiri ya bachelor yaku US.
Zofunikira Pomaliza Maphunziro Ofulumira kwa Ophunzira Osakhala a CS
Ophunzira ovomerezeka omwe ali ndi digiri yoyamba m'magawo osagwiritsa ntchito makompyuta angafunikire kupeza ndikuwonetsa luso la mapulogalamu, mapulogalamu okhudzana ndi chinthu, ndi mapangidwe a deta kuti akwaniritse zofunikira zomaliza maphunziro a MS mu Data Analytics. Kuwonetsa lusoli sikofunikira kuti munthu alowe mu pulogalamu ya MS. Zosankha ziwiri za Fast Track zimaperekedwa kuti ophunzira azitha kudziwa bwino nthawi yake chifukwa maphunziro apamwamba mu maphunziro a MS atha kugwiritsa ntchito luso lotere. Maphunziro a Fast Track atha kutengedwa nthawi imodzi ndi maphunziro omaliza. Ophunzira amalimbikitsidwa kuti akwaniritse zofunikira za Fast Track m'chaka chawo choyamba cha pulogalamu ya MS kuti awonetsetse kuti apambana pamaphunziro apamwamba.
- Zikalata Zopanda Ngongole: CIT imapereka ziphaso zopanda ngongole m'magawo atatu okonzekera: Programming, Object-Oriented Programming, and Data Structures. Ophunzira ayenera kuchita mayeso a satifiketi ndi 85% kapena kupitilira apo ndikupereka umboni wakumaliza bwino kwa CIT Office Manager, Laurel Ming ku laurelmi@umich.edu. Satifiketi izi si za ngongole zamaphunziro, ndizodziwerengera nokha mitu, zimatenga pafupifupi milungu inayi pa satifiketi iliyonse, ndipo zitha kutengedwa nthawi imodzi.
- Maphunziro a Semester Yathunthu: Kwa ophunzira omwe akufuna maphunziro achikhalidwe, oyenda pang'onopang'ono, CIT imaperekanso maphunziro atatu omwe ali ndi maphunziro apamwamba okhudza Programming, Object-Oriented Programming, ndi Data Structures. Ophunzira ayenera kupeza giredi ya C (2.0) kapena kupitilira apo mu kosi iliyonse ya semesita yonse ndikukhala ndi B (3.0) kapena kuchuluka kwa magiredi owonjezera pamaphunziro onse a Fast Track a semesita yonse.
Ophunzira a Data Analytics ayenera kuwonetsa luso mu CSC 175 (satifiketi ndi/kapena maphunziro a Fast Track.)
State Authorization kwa Ophunzira Paintaneti
M’zaka zaposachedwapa, boma la feduro lakhala likugogomezera kufunika kwa mayunivesite ndi makoleji kuti azitsatira malamulo oyendetsera maphunziro akutali m’boma lililonse. Ophunzira ochokera kunja omwe akufuna kulembetsa pulogalamuyi ayenera kupita ku Tsamba la State Authorization kuti atsimikizire momwe UM-Flint alili ndi dziko lawo.
Kugwiritsa ntchito ku Data Analytics Program
Ku UM-Flint, timapanga njira yofunsira kukhala yosavuta. Kuti mulembetse pulogalamu ya masters mu data analytics, chonde perekani izi:
- Kufunsira kwa Omaliza Maphunziro.
- $55 chindapusa (chosabweza).
- Zolemba zovomerezeka zochokera ku makoleji onse ndi mayunivesite adapezekapo. Chonde werengani zonse zathu ndondomeko ya zolemba kuti mudziwe zambiri.
- Pa digiri iliyonse yomalizidwa ku bungwe lomwe si la US, zolembedwa ziyenera kutumizidwa kuti ziwunikenso mbiri yamkati. Werengani International Transcript Evaluation kuti mupeze malangizo amomwe mungatumizire zolembedwa zanu kuti ziwunikenso.
- Ngati Chingerezi sichilankhulo chanu, ndipo simuli wochokera ku dziko losatulutsidwa, muyenera kusonyeza Chidziwitso cha Chingerezi.
- Chidziwitso cha Cholinga: Fotokozani zolinga zanu zamaphunziro omaliza maphunziro ndi zifukwa zomwe mwasankhira pulogalamuyi. Mutha kutumiza ziganizo pa intaneti panthawi yofunsira kapena kutumiza imelo kwa FlintGradOffice@umich.edu.
- Zochepa makalata awiri othandizira. Malingaliro ayenera kukhala ochokera kwa anthu omwe amadziwa bwino ntchito yanu m'maphunziro kapena akatswiri omwe angafotokozere luso lanu loganiza bwino, kuthekera kopanga ma projekiti odziyimira pawokha, komanso kuthekera kothandizana ndi anzanu. Timatumiza zofunsira pakompyuta ngati gawo la ntchito yapaintaneti. Zofunikira izi zimachotsedwa kwa onse a University of Michigan Alumni.
- Ophunzira ochokera kunja ayenera kupereka zolemba zowonjezera.
Tumizaninso zinthu zina zofunsira imelo ku FlintGradOffice@umich.edu kapena kuwapereka kwa Ofesi ya Mapulogalamu Omaliza Maphunziro.
Pulogalamuyi imatha kumalizidwa 100% pa intaneti kapena pamsasa ndi maphunziro amunthu. Ophunzira omwe akukhala kunja amathanso kumaliza pulogalamuyi pa intaneti kudziko lawo. Kwa ena omwe alibe ma visa omwe ali ku United States, chonde lemberani Center for Global Engagement pa globalflint@umich.edu.
Monga dipatimenti yatsopano yamaphunziro, pulogalamuyi sikuvomera mapempho kuchokera kwa ophunzira apadziko lonse omwe akufuna visa ya F-1. Pulogalamuyi ivomereza zofunsira kuchokera kwa ophunzira apadziko lonse lapansi omwe akuyenera kukhala ndi I-20 akangolandila chilolezo kuchokera ku dipatimenti yachitetezo cha kwawo.
Zotsatira Zogwira Ntchito
Ophunzira omwe ali ndi chidwi ndi pulogalamu yomaliza maphunziro a analytics ayenera kutumiza zida zonse zofunsira ku Office of Graduate Programs pofika 5 pm patsiku lomaliza ntchito. Pulogalamuyi imakupatsirani mwayi wololeza kugwa, nyengo yachisanu, ndi semesters yachilimwe. Kuti muganizidwe kuti mukuloledwa, chonde tumizani zida zonse zofunsira kapena zisanachitike:
- Kugwa - Meyi 1 (kulingalira kotsimikizika *)
- Kugwa - Ogasiti 1 (ngati malo alola, nzika zaku US ndi okhalamo okha)
- Zima - October 1 (kulingalira kotsimikizika)
- Zima - Disembala 1 (nzika zaku US ndi okhalamo okha)
- Chilimwe - Epulo 1 (nzika zaku US ndi okhala mokhazikika okha)
*Muyenera kukhala ndi fomu yofunsira kwathunthu pofika tsiku lomaliza la Meyi 1 kuti mutsimikizire kuyenerera maphunziro, zopereka, ndi thandizo la kafukufuku.
Monga dipatimenti yatsopano yamaphunziro, pulogalamuyi sikuvomera mapempho kuchokera kwa ophunzira apadziko lonse omwe akufuna visa ya F-1. Pulogalamuyi ivomereza zofunsira kuchokera kwa ophunzira apadziko lonse lapansi omwe akuyenera kukhala ndi I-20 akangolandila chilolezo kuchokera ku dipatimenti yachitetezo cha kwawo.
Chiyerekezo cha Maphunziro ndi Mtengo
Ziribe kanthu kuti zolinga zanu zamaphunziro kapena ntchito zitani, UM-Flint amagwira ntchito molimbika kuti maphunziro omaliza akhale otsika mtengo. Monga wophunzira wa UM, mumalandira maphunziro apamwamba komanso zothandizira zachuma zomwe zingakuthandizeni kupeza digiri ya masters analytics.
Dziwani zambiri za maphunziro a UM-Flint komanso thandizo lazachuma.
Pangani Zatsopano Zotheka ndi MS Yanu mu Data Analytics kuchokera ku UM-Flint
Ndi Master of Science mu Data Analytics kuchokera ku University of Michigan-Flint, mumadzilowetsa mu pulogalamu yofuna maphunziro apamwamba pomwe mumakulitsa luso lanu laukadaulo, kulandira mwayi watsopano wantchito, ndikusintha tsogolo lanu.
Mukufunitsitsa kutenga sitepe yotsatira kuti muyambe maphunziro anu omaliza? Funsani zambirikapena yambani ntchito yanu ya UM-Flint lero!
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