Mapulogalamu apamwamba a pa intaneti a Masters mu Data Science degree amakonzekeretsa ophunzira ntchito zingapo zomwe zimaphatikizapo kutolera, kutanthauzira, ndikugwiritsa ntchito zidziwitso kuthana ndi zovuta zenizeni padziko lapansi. Omaliza maphunziro amatha kugwira ntchito ngati asayansi a data, osanthula ma data, owerengera mawerengero, kapena akatswiri ofufuza zamisika, pakati pa njira zina zantchito.
Sayansi ya data ndi gawo la kafukufuku lomwe limagwiritsa ntchito njira zasayansi, ma aligorivimu, ndi machitidwe kuti apeze chidziwitso ndi zidziwitso kuchokera kuzinthu zambiri zosasinthika.
Chidziwitsocho chiyenera kusinthidwa kukhala mawonekedwe omveka bwino ndi anthu kapena makina. Kuti tipeze ma masters apamwamba kwambiri pa intaneti mu sayansi ya data, tidayang'ana zinthu zofunika kwambiri kwa omwe akufuna kukhala ophunzira, makamaka zolosera zomwe zidzachitike bwino m'tsogolo komanso kudzipereka kwasukulu pamapulogalamu apa intaneti.
Izi zimatengera kuchuluka kwa ovomerezeka, kuchuluka kwa ngongole za ophunzira, kuchuluka kwa omwe amasunga, omaliza maphunziro, komanso kuchuluka kwa ophunzira omwe amalembetsa m'makalasi a pa intaneti.
Zolemba zonse zimatengedwa kuchokera kuzidziwitso zoperekedwa ndi makoleji ndi mayunivesite kupita ku National Center for Education Statistics.
M'ndandanda wazopezekamo
Science Science ndi chiyani?
Sayansi ya data ndi gawo la kafukufuku lomwe limaphatikizapo masamu, ziwerengero, ndi njira zina zasayansi kuti apeze mfundo kuchokera mu data.
Ndi mwambo watsopano, koma ndi wofunika kwambiri masiku ano. Pali zambiri zomwe zasungidwa m'madawuniti padziko lonse lapansi, koma popanda luso ndi zida zowunikira detayo, zitha kukhala zovuta kupeza zidziwitso zothandiza.
Mayunivesite ambiri amapereka mapulogalamu a sayansi ya data pamlingo womaliza maphunziro komanso omaliza maphunziro. Mapulogalamuwa amaphatikiza maphunziro okhwima a masamu ndi mawerengero a digiri yachikhalidwe ndi maphunziro apakompyuta, omwe ndi ofunikira pakuwunika zambiri pazomwe zikuchitika padziko lapansi.
Kwa iwo omwe ali ndi digiri yoyamba koma akufuna kupititsa patsogolo ntchito yawo mwa kukhala ndi luso lochulukirachulukira, pali madigiri ambiri apa intaneti mu sayansi ya data omwe amapezeka ku mayunivesite padziko lonse lapansi.
20 Masters Opambana mu Data Science Online
Pansipa pali tebulo lomwe likuwonetsa Masters abwino kwambiri mu mapulogalamu a pa intaneti a Data Science:
| S / N | School | Program | lolemekezeka |
| 1 | University of Harvard | Mphunzitsi mu Data Science | 1 |
| 2 | University New York | Master of Science (MS) mu Data Science | 2 |
| 3 | University of California, Berkeley | Master of Information and Data Science | 2 |
| 4 | Yunivesite ya Illinois-Urbana-Champaign | Master of Computer Science mu Data Science | 4 |
| 5 | Yunivesite ya South California | Mphunzitsi wa Sayansi mu Data Sayansi | 4 |
| 6 | Yunivesite ya Wisconsin, Madison | Mphunzitsi wa Sayansi mu Data Sayansi | 4 |
| 7 | University of John Hopkins | Mphunzitsi wa Sayansi mu Data Sayansi | 7 |
| 8 | University kumpoto | Mphunzitsi wa Sayansi mu Data Sayansi | 8 |
| 9 | Kumwera Methodist University | Mphunzitsi wa Sayansi mu Data Sayansi | 8 |
| 10 | Indiana University Bloomington | Mphunzitsi wa Sayansi mu Data Sayansi | 10 |
| 11 | University of Notre Dame | Mphunzitsi wa Sayansi mu Data Sayansi | 10 |
| 12 | Rochester Institute of Technology | Mphunzitsi wa Sayansi mu Data Sayansi | 10 |
| 13 | Yunivesite ya Virginia, Charlottesville | Mphunzitsi wa Sayansi mu Data Sayansi | 13 |
| 14 | Boston University | Mphunzitsi wa Sayansi mu Data Sayansi | 14 |
| 15 | Yunivesite ya Michigan | Master of Applied Data Science | 15 |
| 16 | University of Villanova | Mphunzitsi wa Sayansi mu Data Sayansi | 15 |
| 17 | University of Colorado | Mphunzitsi wa Sayansi mu Data Sayansi | 15 |
| 18 | Yunivesite ya California Riverside | Mphunzitsi wa Zomangamanga | 15 |
| 19 | DePaul University | Mphunzitsi wa Sayansi mu Data Sayansi | 15 |
| 20 | University of North Dakota | Mphunzitsi wa Sayansi mu Data Sayansi | 15 |
1. Harvard University (Harvard Extension School)
Cholinga cha Master in Data Science ndikupatsa ophunzira chidziwitso chofunikira chaukadaulo ndiukadaulo kuti athe kupanga, kupanga ndikuwunika mayankho otengera deta omwe amathandizira mabungwe kupanga zisankho zabwinoko ndikuchotsa phindu kuchokera ku data yawo.
Pulogalamuyi imaphatikizapo maphunziro ofunikira pa sayansi ya data, komanso ma module osankhidwa omwe amalola kuti pakhale ukadaulo m'magawo osiyanasiyana monga kuphunzira pamakina, luntha lochita kupanga, kapena luntha lamabizinesi. Pulogalamuyi imaphatikizaponso chitukuko cha polojekiti yomaliza, yomwe mutu wake uyenera kukhala wokhudzana ndi sayansi ya deta.
Digiri ya masters imatha chaka chimodzi chamaphunziro (60 ECTS) ndipo imakhala ndi semesters atatu. Ophunzira atha kusankha pakati pa kuphunzitsa maso ndi maso kapena kophatikizana m’kalasi.
Kuti amalize maphunziro ophatikizika m'kalasi, ophunzira ayenera kupezeka pamisonkhano yapaintaneti mlungu uliwonse ndikupambana mayeso omaliza kumapeto kwa semesita.
2. Yunivesite ya New York, Stern School of Business
Mapulogalamu a master science akupezeka ngati Master of Science (MS) mu Data Science, Master of Computer Science mu Data Science, kapena Master of Business Administration (MBA) omwe ali ndi chidwi kwambiri ndi sayansi ya data.
Digiri ya master mu sayansi ya data nthawi zambiri imatenga zaka ziwiri kuti ithe ndipo nthawi zambiri imaperekedwa ngati pulogalamu yosakanizidwa, kutanthauza kuti ophunzira amaphunzira maphunziro ena pa intaneti ndi ena kusukulu.
Mapulogalamu ambuye wapaintaneti mu sayansi ya data nthawi zambiri amafuna kuti ophunzira amalize 30-36. Mapulogalamu ambiri amapereka chidwi, monga kuphunzira pamakina ogwiritsira ntchito kapena luntha lochita kupanga.
Mu semesita yomaliza, mapulogalamu ambiri amafuna kuti ophunzira amalize pulojekiti yamwala, yomwe imawalola kuwonetsa luso lawo laukadaulo wa data ndi malingaliro.
Kuti alembetse mu pulogalamu ya masters pa intaneti mu sayansi ya data, olembetsa ayenera kuti adalandira digiri ya bachelor kuchokera ku bungwe lovomerezeka lomwe lili ndi 3.0 GPA.
Masukulu ambiri safuna ophunzira omwe akufuna kuti apereke ma GRE, koma ena atha kupempha kuti olembetsa apereke ma GRE ngati GPA yawo ili pansi pa 3.0. Masukulu ena amafunanso kuti olembetsa apereke makalata oyamikira ndi chiganizo cha cholinga.
3. University of California, Berkeley
Ngakhale pali mpikisano wochokera ku Ivy League komanso mabungwe odziwika bwino aukadaulo, University of California, Berkeley nthawi zonse imakhala pagulu ngati yunivesite yapamwamba kwambiri ku United States ndipo nthawi zambiri imakhala pakati pa mayunivesite khumi apamwamba kwambiri.
Berkeley ili ndi imodzi mwamapulogalamu akale kwambiri komanso omveka bwino a sayansi ya data mdziko muno, kuyandikira kwake ku San Francisco Bay Area ndi Silicon Valley kumathandizira paudindo wake wapamwamba.
Omaliza maphunziro a sukuluyi nthawi zambiri amalembedwa ntchito m'makampani oyambira komanso okhazikika padziko lonse lapansi, komwe gulu la sayansi ya data ndi lodziwika kwambiri.
Gulu lokhala ndi ukadaulo wamakampani m'makampani a sayansi ya data m'derali amaphunzitsa makalasiwo, ndikumiza ophunzira omaliza maphunziro omwe amayembekeza ntchito yawo m'gawoli.
4. Yunivesite ya Illinois Urbana Champaign
Yunivesite ya Illinois ku Chicago (UIUC) nthawi zonse imakhala pakati pa mapulogalamu asanu apamwamba a sayansi yamakompyuta ku US, kupitilira Ivy League, masukulu apamwamba aukadaulo, ndi ena. Pulogalamu yapaintaneti ya sayansi yapayunivesiteyi yakhala ikupitilira zaka zitatu, ndipo zambiri zimaphatikizidwa ku Coursera.
Mtengo wawo ndi wotsika kwambiri pakati pa mapulogalamu apamwamba a DS, pansi pa $20,000. Kupatula mbiri ya pulogalamuyi, kusanja, ndi mtengo wake, maphunzirowa ndi ovuta ndipo amakonzekeretsa ophunzira ntchito yopindulitsa mu sayansi ya data, zomwe zikuwonetseredwa ndi ophunzira omwe amagwira ntchito m'makampani osiyanasiyana kuzungulira United States.
5. Yunivesite ya South California
Ngakhale mtengo wake ndi wokwera mtengo, omaliza maphunziro a University of Southern California (USC) amalembedwa ntchito nthawi yomweyo m'malo akulu kwambiri padziko lonse lapansi olembera anthu sayansi ya data - kum'mwera kwa California.
Alumni a pulogalamuyi atha kupezeka m'makampani m'dziko lonselo, kuphatikiza San Diego ndi Los Angeles. Maphunziro apakati ali ndi mayunitsi 12 okha, kapena maphunziro atatu, ndi mayunitsi ena 20 omwe agawidwa m'magulu awiri: Data Systems ndi Data Analysis. Akatswiri odziwa ntchito zamabizinesi amalimbikitsidwa kuti agwiritse ntchito.
6. Yunivesite ya Wisconsin, Madison
Wisconsin wakhala ndi pulogalamu yapaintaneti kwa zaka zambiri ndipo, mosiyana ndi mayunivesite ena apamwamba, amafuna maphunziro apamwamba. Pulogalamuyi ndi yamitundumitundu, kuphatikiza kasamalidwe, kulumikizana, ziwerengero, masamu, ndi mitu yasayansi yamakompyuta.
Luso lawo limawonedwa bwino, ali ndi ma doctorate m'magawo osiyanasiyana kuphatikiza luntha lochita kupanga, sayansi yamakompyuta, ndi ziwerengero, komanso chidziwitso chambiri chamakampani ndi maphunziro pazamalonda.
Alumni atha kupezeka m'mizinda ikuluikulu yozungulira United States, ndipo chifukwa cha mtengo wotchipa, pulogalamu yambuye wapaintaneti iyi ndiyabwino kwambiri.
7. University of John Hopkins
Pazifukwa zosiyanasiyana, a John Hopkins ndi m'modzi mwa akatswiri ofunikira kwambiri pa intaneti pamapulogalamu asayansi ya data. Poyambira, amapatsa ophunzira mpaka zaka zisanu kuti amalize pulogalamuyi, zomwe ndizopindulitsa kwambiri kwa makolo ndi ogwira ntchito nthawi zonse.
Kupatulapo izi sizikutanthauza kuti pulogalamuyo ikuchedwa; itha kutha pasanathe zaka ziwiri. Yunivesiteyo imadziwika bwino potumiza alumni kumadera angapo kumpoto chakum'mawa, kuphatikiza Boston ndi New York City.
Kwa zaka zambiri, John Hopkins wakhala akupereka maphunziro a sayansi ya deta ndipo wakhala mtsogoleri popereka maphunziro aulere pa intaneti, kupititsa patsogolo mbiri ya pulogalamuyi, kukonzekera kuphunzitsa sayansi ya data, komanso mwayi wopeza ntchito.
8. University kumpoto
Northwestern University, kuwonjezera pa kukhala koleji yapamwamba yapamwamba yokhala ndi alumni omwe amafunidwa kwambiri ku Midwest data science industries, imapereka mwayi wophunzira mwapadera polola ophunzira kusankha kuchokera kuzinthu zinayi. Analytics Management, Data Engineering, Artificial Intelligence, ndi Analytics ndi Modelling ndi zitsanzo za izi.
Njira yachilendoyi imathandizanso kulumikizana ndi ovomerezeka ndi opereka uphungu, omwe amathandiza ophunzira ochita masamu posankha luso lapadera potengera zomwe amakonda komanso zolinga zawo zamaluso.
Kudzipereka kwa Northwestern kwa ophunzira kumapitilira kupitilira upangiri wolembetsa asanalembetse, ndi zambiri zamawebusayiti awo kuti zithandizire ophunzira kudziwa ngati pulogalamuyi ili yoyenera, kuphatikiza upangiri pazantchito za sayansi ya data ndi maphunziro.
Maphunziro a pulogalamuyi amagogomezera zolosera zam'tsogolo komanso mbali yowerengera ya sayansi ya data, ngakhale imaphatikizanso mitu ina.
9. Kumwera Methodist University
Yunivesite yotchuka ya Southern Methodist (SMU) ku Dallas, Texas, yapereka digiri ya masters pa intaneti mu data science kwa zaka zingapo, ikukwera ngati mtsogoleri popanga omaliza maphunziro apamwamba kwambiri kudera lomwe likukula kwambiri ku United States.
Yunivesiteyo yadzipereka kupereka chithandizo kwa onse omaliza maphunziro ake, kuphatikiza kuphunzitsa ntchito komanso malo ogwirira ntchito omwe ali ndi mwayi wapadera wa ntchito za SMU alumni.
Omaliza maphunzirowa adzakhala ndi mwayi wolumikizana ndikupanga maubwenzi ndi makampani otchuka ku Texas.
10. Indiana University Bloomington
Indiana's Master of Science in Data Science online program ndi mtengo wapadera woperekedwa ndi sukulu yaboma yoyamba ku Midwest, ndipo ndiyabwino kwa anthu azaka zapakati kapena omwe akufuna kusamukira kunjira ina yasayansi ya data.
Zofunikira za digiri ndizosinthika, zosankhidwa zimawerengera theka la ngongole 30 zofunika. Maudindo asanu ndi limodzi mwa makumi atatuwo amatsimikiziridwa ndi dera la digiriyo, lomwe limaphatikizapo Cybersecurity, Precision Health, Intelligent Systems Engineering, ndi Data Analytics and Visualization.
Kuphatikiza apo, Indiana imalimbikitsa ophunzira awo pa intaneti kuti atenge nawo gawo pamwayi wopanda ngongole pamasukulu awo akuluakulu.
Ophunzira amalumikizidwa ndi atsogoleri am'makampani ndi akatswiri pamisonkhano yapachaka ya 3-day Immersion Weekend kuti azitha kulumikizana ndikupanga maubale asanamalize maphunziro.
11. University of Notre Dame
Yunivesite ya Notre Dame, bungwe lodziwika bwino padziko lonse lapansi, limapereka digiri ya sayansi ya data yoyenera kwa oyamba kumene.
Miyezo yawo yovomerezeka safuna kuti olembetsa akwaniritse a sayansi ya kompyuta kapena masamu undergraduate pulogalamu, ngakhale amapereka mndandanda wa maphunziro omwe akulimbikitsidwa kuti awathandize kukonzekera.
Ku Python, Java, ndi C ++, luso lowerengera laling'ono lokha limafunikira, komanso kudziwa zambiri zamapangidwe a data.
12. Rochester Institute of Technology
Rochester Institute of Technology (RIT) ndi yodziwika bwino potumiza alumni ku Midwest ndi Northeast. Sukulu yawo yapaintaneti, yomwe ili kumadzulo kwa New York, ikugogomezera maphunziro osinthika omwe akukhudzana ndi kukwera kofunikira kwa gawo la sayansi ya data.
Digiriyi imatha kutha pakangotha miyezi 24, ndipo zolowera ndizowolowa manja, zokhala ndi mbiri yolimba yasayansi ikuyembekezeka koma palibe mayeso okhazikika omwe amafunikira.
RIT ili ndi mbiri yakale yokonzekeretsa ophunzira kuti akhale atsogoleri amakampani ndipo ndi chisankho chabwino kwa iwo omwe akufuna kupeza maphunziro a sayansi ya data pamalo okhazikika paukadaulo.
13. Yunivesite ya Virginia, Charlottesville, Virginia
Yunivesite ya Virginia imapereka digiri ya masters pa intaneti mu sayansi ya data.
Digiri yasayansi yapa intaneti yabwino kwambiri pasukulu iyi imaphatikizapo pulogalamu yolumikizidwa bwino yomwe imatsindika kuphunzira mozama.
Maphunzirowa amaperekedwa ndi maprofesa apamwamba padziko lonse lapansi ochokera m'madipatimenti osiyanasiyana. Ophunzira amapindula ndi malo ochezeka amagulu omwe amalimbikitsa kugwirira ntchito limodzi komanso kumanga maukonde.
Pulogalamu ya semesita zisanu ili ndi mitu monga:
- mapulogalamu achilankhulo chachilengedwe
- makina kuphunzira
- zolemba zolemba.
Ophunzira amagwirira ntchito limodzi kuti agwire ntchito yodziyimira pawokha, kuyika maphunziro awo m'kalasi. Kuti ayenerere kuvomerezedwa, olembetsa ayenera kukhala ndi luso lamphamvu komanso kulumikizana.
14. Boston University - Boston, Massachusetts
Ndi MS yake mu Applied Data Analytics, Boston University imapereka imodzi mwamapulogalamu apamwamba kwambiri asayansi pa intaneti.
Pulogalamuyi idapangidwira akatswiri a IT omwe ali m'zaka zapakati omwe akufuna kuphunzira za zida zaposachedwa kwambiri zamakampani ndi njira zolimbikitsira maphunziro.
Aphunzitsi anthawi zonse, a digiri ya PhD ndi akatswiri omwe ali ndi zaka zambiri zamakampani amaphunzitsa maphunziro mu pulogalamu ya sayansi ya data. Ophunzira amagwira ntchito m'kalasi kuti apange ntchito yokhazikika ya analytics kuti awonetse luso lawo losanthula deta.
15. Yunivesite ya Michigan - Ann Arbor, Michigan
Kwa ophunzira omwe akufunafuna chidziwitso chothandiza komanso chosinthika, University of Michigan imapereka Master of Applied Data Science Online, imodzi mwamapulogalamu apamwamba kwambiri a sayansi yapaintaneti.
Ophunzira aphunzira momwe angagwiritsire ntchito deta kuti athetse mavuto m'makampani angapo ndi mafakitale.
Maphunziro amakhudza mitu monga:
- kusonkhanitsa deta
- kuwerenga ndi kusanthula
- ziwerengero.
Ophunzira adzalandira chidziwitso chothandiza pogwiritsa ntchito maphunziro ndi ntchito zomwe zimagwiritsidwa ntchito zomwe zimathetsa mavuto enieni. Palibe zofunikira pakukhala pamsasa.
16. Yunivesite ya Villanova - Villanova, Pennsylvania
Yunivesite ya Villanova idapanga pulogalamu yake yapamwamba kwambiri ya digiri ya masters pa intaneti kuti ikhale ndi atsogoleri ophunzitsidwa bwino osanthula bizinesi.
Maphunzirowa akuwonetsa zofunikira zamabizinesi ndi mafakitale.
Maphunzirowa amakhudza magawo omwe akuphatikizapo:
- Nzeru zamabizinesi
- Zolosera zam'tsogolo komanso zofotokozera
- Kusamalira deta.
Maphunzirowa amaphunzitsidwa ndi akatswiri odziwa ntchito zamakampani omwe amamvetsetsa momwe bizinesi ilili. Pulojekiti yamwala wamtengo wapatali yokhala ndi bungwe imapatsa ophunzira mwayi wothana ndi zovuta zenizeni komanso kudziwa zambiri zamakampani.
Ophunzira amatha kumaliza madigiri awo pa intaneti m'miyezi 24 yokha.
17. Yunivesite ya Colorado - Boulder, Colorado
University of Colorado Boulder's online Master of Science in Data Science ndi digiri yamitundu yosiyanasiyana yoperekedwa kudzera papulatifomu yophunzirira ya Coursera.
Chifukwa cha machitidwe ovomerezeka ovomerezeka, ophunzira akhoza kuyamba kugwira ntchito pa digiri yawo nthawi yomweyo popanda kutumiza fomu kapena zolemba.
Aphunzitsi apamwamba omwe amaphunzitsa pa-campus amaphunzitsa maphunzirowa. Akatswiri ogwira ntchito adzapindula ndi mawu a masabata asanu ndi atatu ndi maphunziro odzipangira okha.
Ophunzira amatenga maphunziro a maola 30, omwe amaphatikizapo mapulojekiti omwe amawathandiza kukulitsa luso laukadaulo.
Ophunzira ambiri amamaliza digiri yawo pafupifupi zaka ziwiri.
18. University of California Riverside - Riverside, California
Ophunzira atha kupeza pa intaneti MS mu Engineering yotsika mtengo yoyang'ana mu Data Science kuchokera ku University of California Riverside pafupifupi miyezi 13.
Maphunzirowa ali pa intaneti kwathunthu, osafunikira kupezeka pasukulupo. Ophunzira amatenga ma credits 16 a uinjiniya ndi ma credit 16 a maphunziro a sayansi ya data, kuwalola kuti asinthe digiriyo kuti agwirizane ndi zofuna zawo zamaluso.
Maphunziro a sayansi ya data ndi awa:
- Statistical Computing
- Kuphunzira Makina
- Kubweza Zambiri ndi Kusaka Kwawebusayiti.
Maphunziro a Capstone omwe amafalikira pulogalamu yonseyi amapatsa ophunzira mwayi wophunzirira bwino. Omaliza maphunziro a uinjiniya wa data ali ndi luso lofunikira pamipata yosiyanasiyana yaukadaulo m'magawo osiyanasiyana amafakitale.
19. DePaul University - Chicago, Illinois
College of Computing and Digital Media ku DePaul University ili ndi pulogalamu yapamwamba kwambiri ya digiri ya masters pa intaneti yomwe imapereka mulingo wokhwima wofanana ndi pulogalamu yawo yapasukulu.
Maphunzirowa amaphatikiza magawo monga:
- Chiwerengero cha zitsanzo
- Kuyika migodi
- Big Data
- Kusunga deta.
Thesis kapena internship ndi njira ziwiri zomwe zingathandize ophunzira kukwaniritsa zolinga zawo zamaphunziro ndi zamaluso. Alangizi aukadaulo ndi ntchito zantchito zilipo kwa ophunzira pa intaneti kuti awathandize panthawi ya pulogalamu yawo komanso kupitilira apo.
Kota iliyonse yolembetsa imayamba ndikuvomerezedwa kwa ophunzira atsopano.
20. University of North Dakota - Grand Forks, North Dakota
Pulogalamu yaukadaulo yotsika mtengo ya University of North Dakota imatha kukuthandizani kuti mukhale ndi luso la data lomwe mabizinesi apamwamba akufuna.
Ophunzira amatha kumaliza pulogalamu ya maora 30 m'zaka ziwiri popanda kupita kusukulu. Atha kusintha digiriiyo kuti igwirizane ndi zomwe akufuna pantchito yawo pochita maphunziro osankhidwa m'malo monga kuwonera kwasayansi ndi chitetezo cha pa intaneti.
Ophunzira atha kutenga nawo gawo pa kafukufuku waukadaulo wapamwamba kwambiri komanso makina apamlengalenga osayendetsedwa ndi anthu. Omaliza maphunzirowa ali okonzeka kugwira ntchito ndi ma data akuluakulu m'mafakitale osiyanasiyana komanso m'mabungwe.
Mafunso Omwe Amafunsidwa Nthawi zambiri okhudza Masters mu data science pa intaneti
Kodi data science ndi chiyani?
Sayansi ya data ndi phunziro losiyanasiyana lomwe limakhudza masamu, ziwerengero, ndi sayansi yamakompyuta. Zimaphatikizanso chidziwitso cha domain kuti athetse mavuto ovuta okhudzana ndi deta.
Kodi wasayansi aliyense wa data ayenera kudziwa chiyani?
Kumvetsetsa bwino masamu, kulingalira kwa ziwerengero, sayansi yamakompyuta, ndi sayansi yazidziwitso ndikofunikira kuti mukhale wasayansi wa data. Mufunika kudziwa momwe mungamvetsetse ndikupereka zotsatira za ziwerengero, komanso malingaliro ndi njira zowerengera.
Tsogolo la sayansi ya data ndi lotani?
Ganizirani za kukwera kwa data yopangidwa ndi IoT kapena chikhalidwe cha anthu m'mphepete. Kuyang'ana m'tsogolo, Bungwe la US Labor Statistics likuyerekeza kuti padzakhala ntchito 11.5 miliyoni mu sayansi ya data ndi analytics pofika 2026 - pafupifupi zaka zisanu ndi chimodzi kuchokera pano.
Ndi chiyani chinakupangitsani kukhala ndi chidwi ndi sayansi ya data?
Yambani ndikugawana zomwe mumakonda kwambiri za data. Mukhozanso kusonyeza chidwi chanu pofotokoza zimene zinakukopani kumunda. Mwachitsanzo, munganene kuti mumakonda kuthetsa mavuto ndi kusanthula mawerengero, zomwe zinakupangitsani kuti muyambe ntchito ya sayansi ya deta.
Kodi wasayansi wa data angagwire ntchito kunyumba?
Inde. Asayansi a data ndi imodzi mwa ntchito zodziwika bwino zomwe zingatheke kuchokera kunyumba, ndipo gawoli likuyembekezeredwa kuti lidzawonjezeka ndi 16% pofika 2028. Asayansi a data, ofufuza, ndi mainjiniya amafunikira ndi makampani m'mafakitale osiyanasiyana, kuphatikizapo zaumoyo, kulankhulana. , ndi kusanthula deta.
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Kutsiliza
Kuyika maphunziro ndizovuta chifukwa cha momwe zimakhalira payekhapayekha.
Ngakhale kuti anthu ena angafune ndandanda yosinthika kuti athe kusamalira banja lawo masana, ena angafune njira yowonjezerapo kuti athe kuona momwe munda wawo ungakhalire asanachite.
Tidazindikira kuti kukula kumodzi sikukwanira zonse zikafika pa kusanja kwathu ndipo ndichifukwa chake monga tanenera poyamba.
Zinthu zonse zomwe taziganizira ndizolemera mofanana kuti tipereke malingaliro oyenera ndikuzindikira madigiri 20 apamwamba kwambiri pa intaneti mu sayansi ya data.