Kawm thiab ua haujlwm: qhov kev paub ntawm cov tub ntxhais kawm ntawv qib siab ntawm Kws qhia ntawv ntawm Cov Ntaub Ntawv Technology thiab Programming

Peb tau tham nrog cov kws qhia ntawv thiab cov neeg kawm tiav qib master's program "Suab ntaub ntawv systemsΒ» hais txog yuav ua li cas lub tsev kawm ntawv pab koj muab koj cov kev kawm thiab koj thawj kauj ruam hauv koj txoj haujlwm.

Habraposts txog peb tus master's degree:

Kawm thiab ua haujlwm: qhov kev paub ntawm cov tub ntxhais kawm ntawv qib siab ntawm Kws qhia ntawv ntawm Cov Ntaub Ntawv Technology thiab Programming
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University paub

Cov tub ntxhais kawm kawm nyob rau hauv qhov program "Suab ntaub ntawv systems", kawm cov kev kawm hauv digital signal processing, machine learning, multimodal biometrics, hais lus thiab acoustic event recognition, thiab natural language processing. Cov no yog qee qhov tseem ceeb tshaj plaws ntawm kev txhim kho IT niaj hnub. Cov ntsiab lus ntawm qhov kev qhuab qhia yog hloov kho tas li coj mus rau hauv tus account qhov kev nce qib tshiab hauv kev tshawb fawb thiab kev ua tau zoo.

Yog li, cov neeg kawm tiav tau txais cov kev txawj ntse uas xav tau hauv kev ua lag luam ua haujlwm thiab npaj txhij mus ua haujlwm hauv cov tuam txhab hauv ntiaj teb.

Thaum kawm tiav qib Master hauv qhov program "Suab ntaub ntawv systemsΒ» Kev paub txog kev txheeb xyuas thiab kev tshawb fawb tau txais nyob rau hauv cov cheeb tsam ntawm software tsim thiab kev tsim kho, kev kawm tshuab thiab kev txawj ntse txawj ntse feem ntau. Qhov kev paub no tsis yog pab kuv tau txoj haujlwm xwb, tab sis kuj rau npe kawm tiav hauv ITMO University hauv 2016, uas kuv tau ua tiav hauv 2019.

- Dmitry Ryumin, kws tshawb fawb ntawm lub chaw soj nstuam ntawm kev hais lus thiab multimodal interfaces ntawm St. Petersburg Institute of Informatics thiab Automation ntawm Lavxias Academy ntawm Sciences

Raws li kev txhawb nqa ntxiv rau kev txhim kho, peb muab sijhawm rau cov tub txawg tub txawg los koom nrog cov rooj sib tham thoob ntiaj teb. Ntawm thaj chaw sawv tawm: kev hais lus, kev kawm tshuab, cov ntaub ntawv mining, computer vision, neural networks ΠΈ artificial txawj ntse. Tom qab kawm tiav qib siab, cov tub ntxhais kawm tuaj yeem nkag mus kawm tiav tsev kawm ntawv los ntawm ob txoj haujlwm degree. Cov koom tes yog cov tsev kawm ntawv qib siab los ntawm lub teb chaws Yelemees thiab Czech koom pheej.

Piv txwv li, peb cov kawm tiav Alexey Romanenko, tus yeej ntawm kev sib tw sab hauv rau "Zoo tshaj plaws kev tshawb fawb zaum kawg kev tsim nyog ua haujlwm" ntawm cov masters hauv 2015, yog hnub no ib tug kawm tiav ntawm ITMO University thiab German University of Ulm. Thaum nws kawm tiav hauv 2018, Dmitry Ryumin kuj tau ua tiav peb lub hlis ua haujlwm ntawm West Bohemian University hauv Pilsen.

Xyaum hauv cov tuam txhab

Cov kev paub tau txais los ntawm lub tsev kawm ntawv yog siv los ntawm kev ua haujlwm tiag tiag. Koom tes hauv kev taw qhia no cov neeg tawm tswv yim pawg tuam txhab "Hais Lus Technology Center" Thaum pib ntawm thawj lub semester, undergraduates xaiv ib lub ntsiab lus tshawb fawb uas lawv ua haujlwm raws li kev qhia ntawm cov kws qhia lossis cov neeg ua haujlwm ntawm ib lub tuam txhab koom tes. Thaum kawg ntawm txhua lub semester, lawv npaj cov ntawv qhia txog cov txiaj ntsig thiab ua haujlwm ntawm kev npaj cov ntawv tshawb fawb. Yog li, cov tub ntxhais kawm kawm siv lawv cov kev paub theoretical, paub cov thev naus laus zis niaj hnub thiab tau txais kev paub dhau los hauv kev nthuav qhia cov txiaj ntsig ntawm kev ua haujlwm ntawm cov haujlwm. Ntau tus tub ntxhais kawm tau txais haujlwm ua haujlwm los yog hla xyaum ua haujlwm ntawm MDG Group thaum tseem kawm. Lawv kawm ua haujlwm hauv pab pawg, paub cov thev naus laus zis tshiab thiab tsim cov kev xav hauv lub cev.

Kuv tau txais ib txoj hauj lwm ntawm Lub Chaw Rau Kev Hais Lus Technologies hauv kuv thawj xyoo. Kuv koom nrog kev daws teeb meem hauv kev txheeb xyuas thiab kev faib tawm ntawm cov xwm txheej acoustic. Lub luag haujlwm muaj xws li: kev cob qhia cov qauv, nyeem cov ntawv tshawb fawb, ua raws li cov txheej txheem uas tau teev tseg hauv cov ntawv no, koom nrog kev koom ua ke cov qauv hauv cov tuam txhab cov khoom lag luam.

- Yuri Agafonov, tus kws tshawb fawb MDG

Kawm thiab ua haujlwm: qhov kev paub ntawm cov tub ntxhais kawm ntawv qib siab ntawm Kws qhia ntawv ntawm Cov Ntaub Ntawv Technology thiab Programming
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Daim ntawv no ntawm kev koom tes ntawm ib lub tsev kawm ntawv qib siab thiab kev lag luam hauv kev cob qhia cov kws tshaj lij dhau los ua tau zoo heev. Txij li thaum nws yog ib qho nyuaj heev kom tau txais ib tus neeg ua haujlwm npaj ua haujlwm rau cov teeb meem tiag tiag tom qab tsev kawm ntawv, txawm tias nws tau kawm zoo npaum li cas.

Yuav ua li cas muab kev ua haujlwm thiab kev kawm

Raws li txoj cai, txhua tus tub ntxhais kawm ua tiav kev kawm thiab ua haujlwm, feem ntau los ntawm thawj lub semester ntawm lawv thawj xyoo. Raws li Yuri Agafonov tau sau tseg, kev qhia ntawv hauv tus tswv txoj haujlwm tsawg dua, txij li "them nyiaj ntau dua rau cov haujlwm tshawb fawb" Qee qhov kev kawm tau ua nyob deb, thiab cov tub ntxhais kawm tuaj yeem kawm lawv lub sijhawm yooj yim rau lawv. Peb kuj sim tso tseg tag nrho cov hnub los ntawm cov chav kawm kom cov tub ntxhais kawm tuaj yeem tshawb fawb lossis xyaum ua haujlwm.

Ua hauj lwm hauv ib qho tshwj xeeb kuj pab nrog kev kawm. Cov tub ntxhais kawm raug txhawb los ntawm lub sijhawm thiab kev nkag siab tias lawv tuaj yeem siv kev paub hauv kev xyaum.

Nyob rau tib lub sijhawm nrog nws tus tswv txoj kev tshawb fawb, nws tau ua haujlwm ua tus kws tshaj lij software ntawm qhov project "Kev pabcuam tshiab tshiab "Surdoserver" rau cov neeg tsis hnov ​​​​lus.

- Dmitry Ryumin

Cov kws tshaj lij kuj tuaj yeem pab koj daws cov haujlwm. "Center for Speech Technologies" Cov tub ntxhais kawm uas tau txais txoj haujlwm hauv ib lub tuam txhab lossis tab tom kawm xyaum ua haujlwm, tsis txhob muab koj tus kheej mus rau hauv lub abyss ntawm kev lag luam txheej txheem. Lub load nce zuj zus.

Tau kawg, kev ua haujlwm thiab kev kawm yog qhov nyuaj, tab sis ua tau. Qhov tseem ceeb tshaj plaws yog tsis pib sai sai, tab sis ua kom cov hauj lwm maj mam nce. Lub sijhawm no tau muab: thawj zaug kuv ua haujlwm ntawm MDG ib nrab sijhawm, tom qab ntawd ntawm 0,75, thiab tom qab ntawd mus puv sijhawm.

- Yuri Agafonov

Nws tshwm sim tias cov tub ntxhais kawm twb ua haujlwm hauv IT tuam txhab thiab tuaj rau peb los txhim kho lawv cov kev txawj ntse thiab kawm txog kev nce qib tshiab hauv biometrics, kev paub txog kev hais lus thiab kev sib txuas lus. Piv txwv li, qhov no yog qhov project manager ua GC MDG Anton Alsufiev.

Kuv tau mus kawm ntawm Department of Speech Information Systems hauv 2011 thaum muaj hnub nyoog 26, twb yog ib tug neeg ua haujlwm ntawm RTC. Kuv tswj xyuas kev tshawb fawb thiab kev txhim kho kev ua ub no, suav nrog cov nyiaj txiag ntawm tsoomfwv.

Kev cob qhia yog tsim nyob rau hauv xws li ib txoj kev uas nws muaj peev xwm ua ke nrog kev kawm nrog kev ua hauj lwm ntawm lub hauv paus enterprise. Ntawd yog, cov kev paub uas tau txais hauv tsev kawm ntawv tuaj yeem siv tam sim ntawd hauv kev xyaum.

- Anton Alsufiev

Yog li, nyob rau hauv lub tsev kawm ntawv, tag nrho cov tub ntxhais kawm ntawm qhov nkag tau txais kev sib npaug ntawm kev paub thiab txhim kho lawv txoj haujlwm. Thaum peb kawm tiav master's program, peb dhau los ua cov kws tshaj lij. Lawv tau npaj txhij rau kev tshawb fawb loj thiab tsim ua haujlwm hauv kev hais lus xov xwm technologies thiab multimodal biometrics.

PS Txais cov ntaub ntawv rau tus tswv txoj haujlwm Β«Suab ntaub ntawv systems"Thiab lwm yam kev cob qhia txuas ntxiv mus mus txog lub Yim Hli 5.

Tau qhov twg los: www.hab.com

Ntxiv ib saib