Ryohei Fujimaki, tus tsim ntawm dotData thiab tus kws tshawb fawb yau tshaj plaws tau hais tias "Txawm hais tias nws yog lub tuam txhab kev pabcuam nyiaj txiag tab tom nrhiav kom txo qis kev pheej hmoo lossis cov khw muag khoom sim kwv yees tus cwj pwm ntawm cov neeg siv khoom, AI thiab tshuab kev kawm scenario yog raws li cov ntaub ntawv zoo," said Ryohei Fujimaki, tus tsim ntawm dotData thiab tus kws tshawb fawb yau tshaj plaws ntawm keeb kwm ntawm 119-xyoo-laus IT corporation NEC.
Raws li qhov kev thov loj tuaj, yog li cov naj npawb ntawm Data Science cov kev pab cuam hauv tsev kawm qib siab. Dab tsi modules cov tub ntxhais kawm kawm, dab tsi vixaj muaj rau cov kawm tiav hauv tsev kawm ntawv - peb yuav saib hauv qab no.
Radbound University, Holland
Tus master's course load yog 120 credits, ob xyoos ntawm kev kawm. Hauv thawj xyoo ntawm kev tshwj xeeb, cov tub ntxhais kawm kawm tsib yam kev kawm (Machine Learning in Practice, Information Retrieval, Bayesian Networks, Research Seminar in Data Science, Philosophy and Ethics for Computing and Information Science). Tus so ntawm qhov kev zov me nyuam muaj kev xaiv, kev xyaum ua haujlwm, thiab kev ua haujlwm tawm suab. Cov chav kawm xaiv muaj xws li: Cov Txheej Txheem Txawj Ntse hauv Kev Kho Mob Imaging, Machine Learning in Particle Physics thiab Astronomy, Law in Cyberspace thiab lwm yam.
Kev xyaum ua haujlwm nyob rau hauv cov tuam txhab me me thiab nruab nrab hauv zos, cov tuam txhab thoob ntiaj teb (ING Bank, Philips, ASML, Capgemini lossis Booking.com), tsoomfwv cov koom haum lossis hauv txhua lub chaw haujlwm uas lawv ua haujlwm nrog cov ntaub ntawv loj (astronomy, particle physics, neurobiology, bioinformatics ) .
Visa rau cov neeg kawm tiav: Tom qab kawm tiav, cov tub ntxhais kawm tuaj yeem nyob hauv lub tebchaws ntev txog 12 lub hlis txhawm rau nrhiav haujlwm.
Simon Fraser University, Canada
Data Science yog ib qho kev kawm tiav qib siab hauv tsev kawm qib siab. Lub tsev kawm ntawv pom zoo kom cov tub ntxhais kawm xav tau kev kawm tiav qib siab xav txog cov kws tshaj lij txoj haujlwm - Computer Science (Cov Ntaub Ntawv Loj). Nws txhim kho cov kws tshaj lij cov ntaub ntawv txheeb xyuas, cov kws tsim cov ntaub ntawv thiab cov thawj coj saib xyuas cov ntaub ntawv muaj peev xwm xa cov kev nkag siab uas cuam tshuam rau kev txiav txim siab zoo.
Kev cob qhia yuav kav 4 semesters (los yog 16 lub hlis), suav nrog 4 lub hlis them nyiaj ua haujlwm. Txhua tus tub ntxhais kawm kawm cov kev kawm hauv tshuab Kev Kawm, Tsim thiab Kev Ntsuam Xyuas Cov Txheej Txheem rau Cov Ntaub Ntawv Loj, Cov Ntaub Ntawv Mining, Cov Ntaub Ntawv Loj, Kev Ua Haujlwm Zoo. Cov chav kuaj yuav tsum tau pab hauv kev kawm tes ntawm ntau yam qauv thiab cov txheej txheem uas cuam tshuam nrog cov ntaub ntawv loj. Cov tub ntxhais kawm kawm ob qhov Programming rau Big Data lab chav kawm thiab tau txais kev nkag mus rau SFU's Big Data Center, uas tau qhib rau xyoo 2017 los coj cov kws tshaj lij thiab cov tuam txhab xav tau kev lag luam nce qib.
Visa rau cov neeg kawm tiav: Txhawm rau kom tau Daim Ntawv Tso Cai Ua Haujlwm Tom Qab Kawm tiav, koj yuav tsum yog tus tub ntxhais kawm puv sijhawm ntawm ib lub tsev kawm ntawv pej xeem lossis tsev kawm qib siab tsawg kawg 8 lub hlis (900 teev) thiab ua tiav koj qhov haujlwm tiav. Yog tias chav kawm tau siv sijhawm ntau dua 2 xyoos, tom qab ntawv Daim Ntawv Tso Cai Ua Haujlwm Tom Qab Kawm tiav yuav muab rau 3 xyoos, yog tias tsawg dua, ces lub sijhawm siv tau yuav ntev npaum li qhov kev cob qhia.
University of Vermont, USA
Master's hauv Complex Systems thiab Data Science yog ob xyoos uas cov tub ntxhais kawm kawm txog kev sau, khaws cia thiab ua cov ntaub ntawv; visualization cov txheej txheem nrog rau kev tsom mus rau kev tsim cov web zoo tshaj plaws. Lawv nrhiav cov qauv thiab kev sib raug zoo, piv txwv li, siv tshuab kev kawm thiab cov ntaub ntawv mining, thiab lwm yam.
Basic modules (12 khab nias) suav nrog cov kev qhuab qhia xws li Cov Ntsiab Cai ntawm Cov Txheej Txheem Txheej Txheem, Cov Qauv Ua Haujlwm Tsis Zoo, QR: Cov Ntaub Ntawv Tshawb Fawb, Cov Ntaub Ntawv Tshawb Fawb II.
Visa rau cov neeg kawm tiav: Lawv tuaj yeem tau txais kev them nyiaj Xaiv Kev Ua Haujlwm (OPT) kev xyaum ua haujlwm hauv lawv qhov tshwj xeeb tom qab tau txais daim ntawv kawm tiav, qhov tseeb, ua haujlwm ntawm kev kawm vixaj. Kev tso cai ua haujlwm raws li OPT tsuas yog txwv rau 12 lub hlis. Tab sis rau cov tub ntxhais hluas uas muaj STEM loj, lub sijhawm no tau txuas ntxiv mus rau 36. Qhov xwm zoo yog tias tom qab lub sijhawm no, koj tuaj yeem rov qab mus rau tsev kawm ntawv qib siab, piv txwv li, kawm tiav qib siab lossis kawm tiav, kawm ib xyoos lossis ob xyoos thiab thov. rau OPT dua. Lwm qhov kev xaiv nyob hauv lub tebchaws yog thov vixaj ua haujlwm H-1B yog tias koj muaj lub tuam txhab ua haujlwm.
University College Cork, Ireland
Ib xyoos master's degree hauv Cov Ntaub Ntawv Kev Tshawb Fawb thiab Kev Tshawb Fawb yog qhov tshwm sim ntawm kev sib koom tes ntawm cov tuam haujlwm ntawm computer science thiab kev txheeb cais. Muab kev nkag siab txog cov hauv paus ntsiab lus ntawm qhov kev loj hlob sai no. Cov tub ntxhais kawm yuav tsum ua kom tiav 90 cov qhab nia los ntawm kev sib xyaw ua ke ntawm cov qauv tseem ceeb (Data Mining, Deep Learning, Foundations of Statistical Data Analytics, Generalized Linear Modeling Techniques, Database Technology), electives (Optimisation, Information Storage and Retrieval, Machine Learning and Statistical Analytics, Scalable Computing) rau cov ntaub ntawv Analytics thiab lwm yam) thiab cov lus tshaj tawm. Txhua qhov kev xaiv modules tau pom zoo los ntawm tus kws saib xyuas qhov program.
Cov kawm tiav ntawm 2017-2018 tau ua haujlwm los ntawm cov tuam txhab xws li Amazon, Apple, Bank of Ireland, Dell, Digital Turbine Asia Pacific, Dell EMC, Enterprise Ireland, Ericsson, IBM, Intel, Pilz, PWC.
Visa rau cov neeg kawm tiav: Qhov Thib Peb Qib Kawm Tiav Scheme tau tsim tshwj xeeb rau cov tub ntxhais hluas los ntawm sab nraud European Union. Txhua tus kawm tiav ntawm cov tsev kawm ntawv lees paub tau txais kev tso cai nyob hauv lub tebchaws rau 12 lub hlis, thiab cov neeg uas tau kawm tiav qib siab thiab kawm tiav qib siab tuaj yeem txuas ntxiv lawv cov vixaj rau lwm 12 lub hlis.
University of Portsmouth, UK
Tom qab kawm tiav Master's degree hauv Data Analytics, tus tub ntxhais kawm yuav tau nruab nrog cov ntaub ntawv mining cov cuab yeej thiab kev paub txog kev siv lawv li cas rau kev tshawb fawb hauv thaj chaw cosmology, kev kho mob, thiab cybersecurity. Lub sijhawm kawm yog 12 lub hlis, koj yuav tsum tau txais 180 qhab nia. Basic modules: Applied Data and Text Analytics, Big Data Applications, Business Intelligence, Data Management, Master's Engineering lossis Study Project.
Rau cov neeg uas xav mus ua haujlwm tam sim ntawd hauv lawv qhov tshwj xeeb hauv tsev kawm qib siab, muaj tus tswv txoj haujlwm nrog kev paub dhau los. Nws kav 18 lub hlis, nrog rau 6 lub hlis ntxiv ntawm kev xyaum ntxiv rau cov kev tshawb fawb. Ntxiv rau lub sijhawm los siv cov cuab yeej tsom xam cov ntaub ntawv rau cov thev naus laus zis tshiab thiab kev pib ua haujlwm siv SAP Next Gen Lab.
Visa rau cov neeg kawm tiav: Koj tuaj yeem nyob hauv lub tebchaws ntev txog 2 xyoos tom qab ua tiav koj cov kev kawm txhawm rau nrhiav tus tswv ntiav nrog daim ntawv tso cai tus neeg txhawb nqa
Tau qhov twg los: www.hab.com