"Kaya ndi kampani yazachuma yomwe ikufuna kuchepetsa chiwopsezo kapena wogulitsa akuyesera kulosera zamakasitomala, mawonekedwe a AI ndi makina ophunzirira amatengera njira yothandiza ya data," atero Ryohei Fujimaki, woyambitsa dotData komanso wasayansi wofufuza kwambiri pagulu. mbiri ya bungwe la IT lazaka 119 NEC.
Pomwe kufunikira kukukulirakulira, momwemonso kuchuluka kwa mapulogalamu a Data Science ku mayunivesite. Kodi ma module omwe ophunzira amaphunzira, ndi mwayi wanji wa visa woperekedwa kwa omaliza maphunziro a yunivesite - tiwona pansipa.
Yunivesite ya Radbound, Holland
Maphunziro a masters ndi ma credits 120, zaka ziwiri zophunzira. M'chaka choyamba cha maphunziro apamwamba, ophunzira amatenga maphunziro asanu ofunikira (Kuphunzira Pamakina mu Kuchita, Kubwezeretsa Chidziwitso, Bayesian Networks, Semina Yofufuza mu Data Science, Philosophy ndi Ethics for Computing and Information Science). Ena onse pulogalamuyi amakhala ndi electives, internship, ndi dissertation ntchito. Maphunziro osankhidwa ndi awa: Intelligent Systems in Medical Imaging, Machine Learning in Particle Physics and Astronomy, Law in Cyberspace ndi ena.
Maphunziro amachitika m'makampani ang'onoang'ono ndi apakatikati, mabungwe apadziko lonse lapansi (ING Bank, Philips, ASML, Capgemini kapena Booking.com), mabungwe aboma kapena m'madipatimenti aliwonse omwe amagwira ntchito ndi data yayikulu (zakuthambo, particle physics, neurobiology, bioinformatics ).
Zofunikira za Visa kwa omaliza maphunziro: Akamaliza maphunziro awo, ophunzira amatha kukhala mdzikolo kwa miyezi 12 kuti akapeze ntchito.
Simon Fraser University, Canada
Data Science ndi pulogalamu yamaphunziro apamwamba ku yunivesite. Yunivesite imalimbikitsa kuti ophunzira omwe ali ndi chidwi chopeza maphunziro apamwamba aganizire pulogalamu yaukadaulo - Computer Science (Big Data). Imapanga akatswiri osanthula deta, omanga ma data ndi akuluakulu oyang'anira deta omwe amatha kupereka zidziwitso zomwe zimakhudza kupanga zisankho mwanzeru.
Maphunzirowa amatenga semesters 4 (kapena miyezi 16), kuphatikiza maphunziro olipidwa a miyezi 4. Ophunzira onse amatenga maphunziro oyambira mu Machine Learning, Design and Analysis of Algorithms for Big Data, Data Mining, Big Data Systems, Natural Language Processing. Ma laboratories ovomerezeka amathandizira kuphunzira mozama zamitundu yosiyanasiyana ndi ma aligorivimu okhudzana ndi data yayikulu. Ophunzira amatenga maphunziro awiri a Programming for Big Data lab ndikupeza mwayi wopita ku SFU's Big Data Center, yomwe idatsegulidwa mu 2017 kuti ibweretse akatswiri ndi makampani omwe akufuna kupititsa patsogolo ntchitoyi.
Zofunikira za Visa kwa omaliza maphunziro: Kuti mupeze Chilolezo cha Post-Graduation Work Permit, muyenera kukhala wophunzira wanthawi zonse ku yunivesite iliyonse kapena koleji kwa miyezi 8 (maola 900) ndikumaliza pulogalamu yanu. Ngati maphunzirowa adatenga zaka zoposa 2, ndiye kuti Chilolezo cha Post-Graduation Work Permit chidzaperekedwa kwa zaka 3, ngati zochepa, ndiye kuti nthawi yovomerezeka idzakhala yofanana ndi maphunziro.
Yunivesite ya Vermont, USA
Master's in Complex Systems and Data Science ndi pulogalamu yazaka ziwiri pomwe ophunzira amaphunzira njira zosonkhanitsira, kusunga ndi kukonza deta; njira zowonera zomwe zimayang'ana kwambiri kupanga mapulogalamu apamwamba pa intaneti. Amayang'ana machitidwe ovuta ndi ogwirizanitsa, mwachitsanzo, kugwiritsa ntchito makina ophunzirira ndi migodi ya deta, ndi zina zotero.
Ma module oyambira (maudindo 12) akuphatikizapo maphunziro monga Mfundo Zazikulu Zamakono, Modeling Complex Systems, QR: Data Science, Data Science II.
Zofunikira za Visa kwa omaliza maphunziro: Atha kuchita nawo maphunziro a Optional Practical Training (OPT) mwaukadaulo wawo atalandira digiri, kwenikweni, amagwira ntchito pa visa yophunzirira. Chilolezo cha ntchito pansi pa OPT chili ndi miyezi 12 yokha. Koma kwa achinyamata omwe ali ndi STEM yaikulu, nthawiyi yawonjezeka kufika ku 36. Nkhani yabwino ndi yakuti pambuyo pa nthawiyi, mukhoza kubwerera ku yunivesite, mwachitsanzo, sukulu ya masters kapena graduate, kuphunzira kwa chaka chimodzi kapena ziwiri ndikufunsira. kwa OPT kachiwiri. Njira ina yoti mukhale mdziko muno ndikufunsira visa ya H-1B ngati muli ndi kampani yolemba ntchito.
University College Cork, Ireland
Digiri ya masters ya chaka chimodzi mu Data Science ndi Analytics ndi zotsatira za mgwirizano pakati pa madipatimenti a sayansi yamakompyuta ndi ziwerengero. Amapereka chidziŵitso pa mfundo zazikulu za gawo lomwe likukula mofulumirali. Ophunzira ayenera kumaliza ma credits 90 kupyolera mu ma modules ophatikizana (Data Mining, Deep Learning, Maziko a Statistical Data Analytics, Generalized Linear Modeling Techniques, Database Technology), electives (Kukhathamiritsa, Kusungirako Chidziwitso ndi Kubweza, Kuphunzira Makina ndi Statistical Analytics, Scalable Computing kwa Data Analytics ndi ena) ndi zolemba. Ma module onse osankhidwa amavomerezedwa ndi woyang'anira pulogalamu.
Omaliza maphunziro a 2017-2018 adalembedwa ntchito ndi makampani monga Amazon, Apple, Bank of Ireland, Dell, Digital Turbine Asia Pacific, Dell EMC, Enterprise Ireland, Ericsson, IBM, Intel, Pilz, PWC.
Zofunikira za Visa kwa omaliza maphunziro: The Third Level Graduate Scheme idapangidwa makamaka kwa achinyamata ochokera kunja kwa European Union. Onse omaliza maphunziro a mayunivesite ovomerezeka amalandila chilolezo chokhala mdziko muno kwa miyezi 12, ndipo omwe amaliza maphunziro a masters ndi omaliza maphunziro atha kuwonjezera visa yawo kwa miyezi ina 12.
Yunivesite ya Portsmouth, UK
Akamaliza digiri ya Master mu Data Analytics, wophunzira adzakhala ndi zida zopezera deta komanso kudziwa momwe angagwiritsire ntchito kafukufuku wa cosmology, zaumoyo, ndi cybersecurity. Nthawi yophunzira ndi miyezi 12, muyenera kupeza 180 credits. Ma module oyambira: Applied Data and Text Analytics, Big Data Application, Business Intelligence, Data Management, Master's Engineering kapena Study Project.
Kwa iwo omwe angafune kukachita nawo maphunziro apadera ku yunivesite, pali pulogalamu ya masters yokhala ndi luso laukadaulo. Zimatenga miyezi 18, ndi miyezi ina ya 6 yowonjezera yowonjezeredwa ku maphunziro. Kuphatikizanso mwayi wogwiritsa ntchito zida zowunikira deta kumatekinoloje atsopano ndi zoyambira pogwiritsa ntchito SAP Next Gen Lab.
Zofunikira za Visa kwa omaliza maphunziro: Mutha kukhala mdzikolo mpaka zaka 2 mutamaliza maphunziro anu kuti mupeze abwana omwe ali ndi chilolezo chothandizira
Source: www.habr.com