Mananeo a mahlale a marang-rang a marang-rang a marang-rang a marang-rang a Data Science a lokisetsa baithuti mesebetsi e mengata e kenyelletsang ho bokella, ho toloka le ho sebelisa tlhahisoleseling ho rarolla mathata a nnete a lefats'e. Baithuti ba ka sebetsa e le bo-ramahlale ba data, bahlahlobi ba data, bahlahlobisisi ba lipalo, kapa bahlahlobisisi ba lipatlisiso tsa mebaraka, har'a litsela tse ling tsa mosebetsi.
Saense ea data ke karolo ea boithuto e sebelisang mekhoa ea mahlale, li-algorithms, le litsamaiso ho ntša tsebo le lintlha ho tsoa ho data e ngata ea meralo le e sa hlophisoang.
Boitsebiso bo hloka ho sebetsoa ka mokhoa o utloisisoang ke batho kapa mechine. Ho fumana li-master's tse ntle ka ho fetesisa tsa mahlale a data, re ile ra sheba lintlha tsa bohlokoa ka ho fetesisa bakeng sa bao e tlang ho ba liithuti, haholo-holo ponelopele ea katleho ea kamoso le boitlamo ba sekolo ho mananeo a inthaneteng.
Sena se ipapisitse le sekhahla sa ho amoheloa, sekhahla sa kamehla sa kalimo ea baithuti, sekhahla sa ho boloka sekolo, sekhahla sa ho aloha, le liperesente tsa baithuti ba ingoliselitseng litlelase tsa inthaneteng.
Lintlha tsohle tsa data li nkuoa ho tsoa tlhahisoleseling e fanoeng ke likoleche le liunivesithi ho ea Setsing sa Naha sa Lipalopalo tsa Thuto.
Tafole ea likateng
Science Science ke eng?
Data Science ke karolo ea boithuto e kenyelletsang lipalo, lipalo, le mekhoa e meng ea mahlale ho fihlela liqeto ho tsoa ho data.
Ke taeo e batlang e le ncha, empa ke ea bohlokoa ka mokhoa o makatsang lefatšeng la kajeno. Ho na le tlhahisoleseling e ngata e bolokiloeng litsing tsa polokelo ea litaba lefatšeng ka bophara, empa ntle le litsebo le lisebelisoa tsa ho sekaseka data eo, ho ka ba thata ho fumana lintlha tse molemo.
Liunivesithi tse ngata li fana ka mananeo a mahlale a data ho liithuti tse tsoang pele le sehlopheng sa pele sa thuto. Mananeo ana a kopanya lithupelo tse matla tsa lipalo le lipalo tsa lengolo la setso le lithuto tsa mananeo a komporo, tse bohlokoa bakeng sa tlhahlobo ea tlhaiso-leseling e ngata maemong a nnete a lefats'e.
Bakeng sa ba seng ba ntse ba e-na le lengolo la thuto ea pele empa ba lakatsa ho ntšetsa pele mosebetsi oa bona ka ho fumana litsebo tse ngata tsa palo, ho na le li-degree tsa master tsa inthaneteng tsa saense ea data tse fumanehang liunivesithing ho pota lefatše.
20 Masters a Molemo ka ho Fetisisa ho Saense ea Boitsebiso Inthaneteng
Ka tlase ke tafole e bonts'ang li-masters tse ntle ka ho fetisisa tsa mananeo a marang-rang a Data Science:
| S / N | School | lenaneo | boemong |
| 1 | University Harvard | Setsebi sa Saense ea Boitsebiso | 1 |
| 2 | University New York | Master of Science (MS) ho Saense ea Boitsebiso | 2 |
| 3 | Univesithi ea California, Berkeley | Master of Information and Data Science | 2 |
| 4 | Univesithi ea Illinois-Urbana-Champaign | Master of Computer Science ho Data Science | 4 |
| 5 | Univesithi ea South California | Setsebi sa Saense Lefapheng la Saense | 4 |
| 6 | Univesithi ea Wisconsin, Madison | Setsebi sa Saense Lefapheng la Saense | 4 |
| 7 | Univesithi ea John Hopkins | Setsebi sa Saense Lefapheng la Saense | 7 |
| 8 | University ka leboea-bophirimela | Setsebi sa Saense Lefapheng la Saense | 8 |
| 9 | Southern Methodist University | Setsebi sa Saense Lefapheng la Saense | 8 |
| 10 | Indiana University Bloomington | Setsebi sa Saense Lefapheng la Saense | 10 |
| 11 | Univesithi ea Notre Dame | Setsebi sa Saense Lefapheng la Saense | 10 |
| 12 | Rochester Institute of Technology | Setsebi sa Saense Lefapheng la Saense | 10 |
| 13 | Univesithi ea Virginia, Charlottesville | Setsebi sa Saense Lefapheng la Saense | 13 |
| 14 | University of Boston | Setsebi sa Saense Lefapheng la Saense | 14 |
| 15 | University of Michigan | Master of Applied Data Science | 15 |
| 16 | Univesithi ea Villanova | Setsebi sa Saense Lefapheng la Saense | 15 |
| 17 | University of Colorado | Setsebi sa Saense Lefapheng la Saense | 15 |
| 18 | Univesithi ea California Riverside | Mongolo oa Boenjiniere | 15 |
| 19 | University DePaul | Setsebi sa Saense Lefapheng la Saense | 15 |
| 20 | University of North Dakota | Setsebi sa Saense Lefapheng la Saense | 15 |
1. Univesithi ea Harvard (Sekolo sa Katoloso ea Harvard)
Sepheo sa Master in Data Science ke ho fa baithuti tsebo e hlokahalang ea tekheniki le theory hore ba tsebe ho rala, ho nts'etsapele le ho lekola litharollo tse thehiloeng ho data tse thusang mekhatlo ho etsa liqeto tse betere le ho ntša boleng ho data ea bona.
Lenaneo lena le kenyelletsa lithuto tsa mantlha tsa mahlale a data, hammoho le li-module tse ikhethileng tse lumellang boits'oaro libakeng tse fapaneng joalo ka ho ithuta ka mochini, bohlale ba maiketsetso, kapa bohlale ba khoebo. Lenaneo le boetse le kenyelletsa nts'etsopele ea morero oa ho qetela, oo taba ea eona e lokelang ho amana le lefapha la saense ea data.
Degree ea master e nka selemo se le seng sa thuto (60 ECTS) mme e na le lisemestara tse tharo. Baithuti ba ka khetha pakeng tsa ho ruta ba shebaneng le sefahleho kapa ho ruta ka phapusing e tsoakiloeng.
Ho phethela thupelo e kopaneng ea tlelase, baithuti ba tlameha ho ea mananeong a beke le beke a inthaneteng mme ba fete litlhahlobo tsa ho qetela qetellong ea semestara.
2. Univesithi ea New York, Sekolo sa Khoebo sa Stern
Mananeo a master science a fumaneha e le Master of Science (MS) ho Data Science, Master of Computer Science in Data Science, kapa Master of Business Administration (MBA) e tsepamisitseng maikutlo ho mahlale a data.
Dikirii ya mahlale ya mahlale a data hangata e nka dilemo tse pedi ho phetheha mme hangata e fanoa e le lenaneo la lebasetere, ho bolelang hore baithuti ba etsa lithuto tse ling inthaneteng le tse ling khamphaseng.
Mananeo a masters a inthaneteng ho mahlale a data hangata a hloka hore baithuti ba phethe likalimo tse 30-36. Mananeo a mangata a fana ka mohopolo, joalo ka ho ithuta ka mochini o sebelisitsoeng kapa bohlale ba maiketsetso.
Semesterng ea ho qetela, mananeo a mangata a hloka hore baithuti ba phethe morero oa "capstone", o ba lumellang ho bonts'a bokhoni ba bona ba mahlale le mehopolo ea mahlale a data.
Ho ingolisa lenaneong la masters a inthaneteng ho mahlale a data, bakopi ba tlameha hore ebe ba fumane lengolo la bachelor ho tsoa setheong se ngolisitsoeng ka molao se nang le bonyane 3.0 GPA.
Likolo tse ngata ha li hloke bao e ka bang baithuti ho fana ka lintlha tsa GRE, empa tse ling li ka kopa hore bakopi ba fane ka lintlha tsa GRE haeba GPA ea bona e le ka tlase ho 3.0. Likolo tse ling le tsona li hloka hore bakopi ba fane ka mangolo a khothaletso le polelo ea moqoqo oa sepheo.
3. Univesithi ea California, Berkeley
Leha ho na le tlholisano e tsoang ho Ivy League le litsi tsa mahlale tse nkuoang hantle, Univesithi ea California, Berkeley e lula e beoa e le yunivesithi e holimo ea sechaba United States 'me hangata e beoa har'a liunivesithi tse leshome tse holimo ka kakaretso.
Berkeley e na le e 'ngoe ea mananeo a khale ka ho fetesisa a mahlale a data naheng eo, 'me ho ba haufi ha eona le San Francisco Bay Area le Silicon Valley ho kenya letsoho maemong a eona a holimo.
Liithuti tsa sekolo sena hangata li hiroa likhamphaning tse qalang le lifeme tse thehiloeng lefats'eng ka bophara, moo sehlopha sa mahlale a data se hlahelletseng haholo.
Lefapha le nang le boiphihlelo ba indasteri ho lik'hamphani tsa mahlale a data sebakeng seo li ruta litlelase, li qoelisa baithuti ba fumaneng mangolo ka botlalo litebellong tsa mosebetsi oa bona lefapheng lena.
4. Univesithi ea Illinois Urbana Champaign
Univesithi ea Illinois e Chicago (UIUC) e lula e le har'a mananeo a mahlano a holimo a mahlale a khomphutha a US, e fetang Ivy League, likolo tsa mahlale a ikemetseng le tse ling. Lenaneo la marang-rang la mahlale a marang-rang a univesithi le bile teng ka lilemo tse fetang tse tharo, 'me boholo ba lona bo kopantsoe le Coursera.
Litsenyehelo tsa bona ke tse tlase haholo har'a mananeo a holimo a DS, a ka tlase ho $20,000. Ntle le setumo sa lenaneo, maemo le boleng, kharikhulamo e thata ebile e lokisetsa baithuti mosebetsi o khotsofatsang oa mahlale a data, joalo ka ha ho pakoa ke baithuti ba khale ba sebetsang lik'hamphaning tse fapaneng ho potoloha United States.
5. Univesithi ea South California
Ho sa tsotellehe litšenyehelo tse phahameng, ba fumaneng mangolo Univesithing ea Southern California (USC) ba sebetsa hang-hang ho e 'ngoe ea libaka tse kholo ka ho fetisisa tsa lefats'e tsa ho hira saense - California e ka boroa.
Alumni ea lenaneo lena e ka fumanoa lik'hamphaning ho pholletsa le naha, ho kenyeletsoa San Diego le Los Angeles. Kharikhulamo ea mantlha e na le likarolo tse 12 feela, kapa lithupelo tse tharo, 'me tse ling tse 20 li arotsoe ka lihlopha tse peli: Tsamaiso ea Boitsebiso le Tlhahlobo ea Boitsebiso. Baenjiniere ba hloahloa ba nang le boiphihlelo ba indasteri ba khothaletsoa ho etsa kopo.
6. Univesithi ea Wisconsin, Madison
Wisconsin e bile le lenaneo la inthanete ka lilemo, 'me, ho fapana le liunivesithi tse ling tse maemong a holimo, e hloka thupelo ea lejoe la motheo. Lenaneo le na le mefuta e mengata, ho kenyeletsoa tsamaiso, puisano, lipalo, lipalo le lihlooho tsa mahlale a khomphutha.
Bokaholimo ba bona bo nkuoa hantle, ba na le mangolo a bongaka mafapheng a fapaneng a kenyelletsang bohlale ba maiketsetso, mahlale a khomphutha le lipalo, hammoho le boiphihlelo bo bongata ba indasteri le thutong ea ho bapatsa.
Alumni e ka fumanoa metseng e meholo ho potoloha United States, 'me ha ho nahanoa ka litšenyehelo tse tlase, lenaneo lena la master ea inthaneteng ke boleng bo botle.
7. Univesithi ea John Hopkins
Ka mabaka a fapaneng, John Hopkins ke e mong oa litsebi tsa bohlokoa tsa marang-rang mananeong a mahlale a data. Ha ba qala, ba fa baithuti lilemo tse hlano ho qeta lenaneo, e leng molemo haholo ho batsoali le basebetsi ba nako e tletseng.
Mokhelo ona ha o bolele hore lenaneo le lieha; e ka phethoa ka nako e ka tlaase ho lilemo tse peli. Univesithi e tsebahala haholo ka ho romella baithuti ba khale libakeng tse 'maloa tse ka leboea-bochabela, ho kenyeletsoa Boston le New York City.
Ka lilemo tse ngata, John Hopkins o ntse a fana ka lithuto tsa mahlale a data mme esale e le moetapele oa ho fana ka lithupelo tsa mahala tsa inthanete, ho ntlafatsa seriti sa lenaneo, ho itokisetsa ho ruta mahlale a morao-rao a data, le menyetla ea ho hiroa.
8. University ka leboea-bophirimela
Univesithi ea Northwestern, ntle le ho ba koleche ea maemo a holimo ea poraefete e nang le alumni e batloang haholo indastering ea mahlale a data Midwest, e fana ka boiphihlelo bo ikhethang ka ho lumella baithuti ho khetha ho tsoa ho tse 'ne tse ikhethang. Management Management, Data Engineering, Artificial Intelligence, and Analytics and Modeling ke mehlala ea tsena.
Mokhoa ona o sa tloaelehang o boetse o hlohlelletsa ho kopana le basebetsi ba amoheloang le ba fanang ka tlhabollo, ba thusang baithuti ba matriki ho khetha thuto e ikhethileng e ipapisitseng le lithahasello tsa bona le sepheo sa bona sa mosebetsi.
Boitlamo ba Northwestern ho baithuti bo fetela ka nģ'ane ho ho fana ka tlhabollo pele ho ngolisoa, ka boitsebiso bo bongata bo hlahang liwebsaeteng tsa bona ho thusa liithuti ho tseba hore na lenaneo lena le loketse, ho kenyeletsoa keletso mabapi le liprofeshene tsa mahlale a data le kharikhulamo.
Kharikhulamo ea lenaneo e totobatsa litlhahlobo tse boletsoeng esale pele le lehlakore la lipalo tsa mahlale a data, leha e kenyelletsa le lihlooho tse ling.
9. Southern Methodist University
Univesithi e tsebahalang haholo ea Southern Methodist (SMU) e Dallas, Texas, e fane ka lengolo la master la inthaneteng ka lengolo la mahlale a data ka lilemo tse 'maloa, e leng moetapele oa ho hlahisa liithuti tsa maemo a holimo sebakeng se ntseng se hola ka potlako sa United States.
Yunivesithi e ikemiselitse ho fana ka thuso ea mesebetsi ho liithuti tsohle tsa eona, ho kenyeletsoa koetliso ea mosebetsi le sebaka sa sebele sa mosebetsi se nang le likhetho tse khethehileng tsa mesebetsi bakeng sa baithuti ba khale ba SMU.
Baithuti ba tla ba le monyetla oa ho hokahanya le ho etsa likamano le lik'hamphani tse hlahelletseng tsa Texas.
10. Indiana University Bloomington
Indiana's Master of Science in Data Science online programme ke boleng bo ikhethang bo fanoang ke sekolo sa pele sa sechaba se Midwest, 'me se loketse batho ba bohareng ba mosebetsi kapa ba lakatsang ho fetisetsa pina e itseng ea mahlale a data.
Litlhoko tsa degree lia fetoha, 'me likhetho li nka halofo ea likalimo tse 30 tse hlokahalang. Likoloto tse tšeletseng ho tse mashome a mararo li khethoa ke sebaka sa sebaka sa degree, se kenyelletsang Cybersecurity, Precision Health, Intelligent Systems Engineering, le Data Analytics le Visualization.
Ho feta moo, Indiana e khothaletsa baithuti ba bona ba marang-rang ho nka karolo molemong oa marang-rang ao e seng a mokoloto khamphaseng ea bona e kholo.
Baithuti ba hokahane le baetapele ba indasteri le litsebi nakong ea beke ea selemo le selemo ea matsatsi a 3 ea ho Immersion Online ho hokahanya le ho theha likamano pele ba qeta.
11. Univesithi ea Notre Dame
Univesithi ea Notre Dame, setsi se tsebahalang lefatšeng ka bophara, se fana ka tekanyo e leka-lekaneng ea thuto ea mahlale e loketseng ba qalang.
Litekanyetso tsa bona tsa kamohelo ha li hloke hore bakopi ba phethe a mahlale a likomporo kapa lenaneo la thuto ea lipalo, leha ba fana ka lethathamo la lithuto tse khothalelitsoeng ho ba thusa ho itokisetsa.
Ho Python, Java, le C ++, ho hlokahala litsebo tse nyane tsa computational, hammoho le ho tloaelana le meralo ea data.
12. Rochester Institute of Technology
Setsi sa Theknoloji sa Rochester (RIT) se tsebahala haholo ka ho romela baithuti ba khale ho ea Midwest le Northeast. Sekolo sa bona sa marang-rang, se thehiloeng ka bophirimela ho New York, se totobatsa thuto e tenyetsehang e amanang le litlhoko tse ntseng li eketseha tsa lefapha la saense ea data.
Dikirii e ka phethoa ka nako e ka etsang likhoeli tse 24, 'me maemo a ho kena a lokolohile, ho lebelletsoe thuto e thata ea mahlale empa ha ho litlhahlobo tse tloaelehileng tse hlokahalang.
RIT e na le nalane e telele ea ho lokisetsa baithuti ho ba baetapele ba indasteri mme ke khetho e ntle bakeng sa ba batlang ho fumana thuto ea mahlale a data tikolohong e shebaneng le theknoloji.
13. Univesithi ea Virginia, Charlottesville, Virginia
Univesithi ea Virginia e fana ka degree ea master ea inthaneteng ho mahlale a data.
Degree ea mahlale a marang-rang a marang-rang a matle ka ho fetesisa a marang-rang a kenyelletsa lenaneo le kopantsoeng hantle le hatellang ho ithuta ka matsoho.
Lithuto tsena li fanoa ke liprofesa tsa maemo a lefats'e tse tsoang mafapheng le mafapheng a fapaneng. Baithuti ba rua molemo tikolohong e nang le botsoalle ea sehlopha e khothaletsang tšebelisano 'moho le kaho ea marang-rang.
Lenaneo la lisemestara tse hlano le kenyelletsa lihlooho tse kang:
- mananeo a puo ea tlhaho
- ho ithuta mochine
- litlhahlobo tsa mongolo.
Baithuti ba sebelisana 'moho ho phethahatsa projeke ea sehlopha sa sehlooho, ho sebelisa thuto ea phaposi ea bona. E le hore ba tšoanelehe ho amoheloa, bakopi ba tlameha ho ba le bokhoni bo matla ba ho bua le ho bua.
14. Univesithi ea Boston - Boston, Massachusetts
Ka MS ea eona ho Applied Data Analytics, Univesithi ea Boston e fana ka e 'ngoe ea mananeo a mahlale a marang-rang a mahlale a marang-rang.
Lenaneo le etselitsoe litsebi tsa IT tse lilemong tsa bocha tse lakatsang ho ithuta ka lisebelisoa le mekhoa e mecha ea indasteri maemong a thuto a thata.
Matichere a nako e tletseng, a boemo ba PhD le litsebi tse nang le phihlelo ea lilemo tsa indasteri li ruta lithuto lenaneong la mahlale a data a sebelisitsoeng. Baithuti ba sebetsa mesebetsing ea matsoho ka tlelaseng ho haha photefolio ea mosebetsi o shebaneng le analytics ho bonts'a bokhoni ba bona ba tlhahlobo ea data.
15. Univesithi ea Michigan - Ann Arbor, Michigan
Bakeng sa baithuti ba batlang boiphihlelo bo sebetsang le bo feto-fetohang, Univesithi ea Michigan e fana ka Master of Applied Data Science Online, e leng e 'ngoe ea mananeo a holimo a mahlale a data a inthaneteng.
Baithuti ba tla ithuta ho sebelisa data ho rarolla mathata lik'hamphaning le liindastering tse 'maloa.
Lithuto li bua ka lihlooho tse kang:
- pokello ea lintlha
- khomphutha le analytics
- lipalo-palo.
Baithuti ba tla fumana boiphihlelo bo sebetsang ka boithuto le ho sebelisa merero e sebetsanang le litaba tsa lefatše la nnete. Ha ho na litlhoko tsa ho lula khamphaseng.
16. Univesithi ea Villanova - Villanova, Pennsylvania
Univesithi ea Villanova e thehile lenaneo la eona la boleng bo holimo la thuto ea mahlale a mahlale a marang-rang ho nts'etsapele baetapele ba koetlisitsoeng hantle ba tlhahlobo ea khoebo.
Kharikhulamo e bonts'a litlhoko tsa hajoale tsa khoebo le indasteri.
Coursework e sebetsana le libaka tse kenyeletsang:
- Bohlale ba khoebo
- Mehlala ea ho bolela esale pele le e hlalosang
- Tsamaiso ea data.
Lithuto li rutoa ke lefapha le nang le boiphihlelo indastering le utloisisang boemo ba hajoale ba khoebo. Morero oa lejoe la motheo o nang le mokhatlo o fa baithuti monyetla oa ho rarolla mathata a sebele le ho fumana boiphihlelo ba indasteri.
Baithuti ba ka qeta li-degree tsa bona inthaneteng ka likhoeli tse 24 feela.
17. Univesithi ea Colorado - Boulder, Colorado
Univesithi ea Colorado Boulder's Inthaneteng Master of Science in Data Science ke degree ea interdisciplinary e fanoang ka sethala sa ho ithuta sa Coursera.
Ka lebaka la mokhoa oa ho amoheloa o ipapisitse le ts'ebetso, baithuti ba ka qala ho sebetsa lithutong tsa bona hang hang ntle le ho fana ka kopo kapa lingoliloeng.
Lefapha le tšoanang la maemo a holimo le rutang ka khamphaseng le ruta lithuto. Litsebi tse sebetsang li tla rua molemo ho tloha libeke tse robeli le lithuto tsa boipheliso.
Baithuti ba nka lihora tse 30 tsa sekoloto sa thuto, tse kenyelletsang merero ea matsoho e ba thusang ho hlaolela litsebo tsa profeshenale.
Boholo ba baithuti ba qeta mangolo a bona ka nako e ka etsang lilemo tse peli.
18. Univesithi ea California Riverside - Riverside, California
Baithuti ba ka fumana MS in Engineering e theko e tlaase e tsepamisitse maikutlo ho Science Science ho tsoa Univesithing ea California Riverside ka likhoeli tse 13.
Kharikhulamo e fumaneha inthaneteng ka botlalo, ha e hloke ho ba teng khamphaseng. Baithuti ba nka lintlha tse 16 tsa boenjineri le lintlha tse 16 tsa lithuto tsa mahlale a data, tse ba lumellang ho iketsetsa degree ho latela litabatabelo tsa bona tsa botsebi.
Lithuto tsa mahlale a data li kenyelletsa:
- Statistical Computing
- Machine Ithuta
- Phatlalatso ea Boitsebiso le Patlisiso ea Marang-rang.
Lithuto tsa Capstone tse phatlalalitsoeng lenaneong lohle li fa baithuti boiphihlelo bo bongata ba ho ithuta. Baithuti ba fumaneng mangolo a boenjineri ba mahlale a data ba na le boiphihlelo bo hlokahalang bakeng sa menyetla e fapaneng ea litsebi makaleng a fapaneng a fapaneng a indasteri.
19. Univesithi ea DePaul - Chicago, Illinois
College of Computing le Digital Media e Univesithing ea DePaul e na le lenaneo la boleng bo holimo la thuto ea mahlale a mahlale a marang-rang le fanang ka maemo a thata joalo ka lenaneo la bona la setso la khamphaseng.
Lithuto li akaretsa libaka tse kang:
- Ho etsa mohlala oa lipalo
- Liminerale tsa data
- Dintlha tse kholo
- Ho boloka boitsebiso.
Thesis kapa internship ke mekhoa e 'meli e ka thusang baithuti ho fihlela lipheo tsa bona tsa thuto le tsa botsebi. Baeletsi ba lefapha la thuto ea matsoho le lits'ebeletso tsa mosebetsi li fumaneha ho baithuti ba inthaneteng ho ba thusa nakong ea lenaneo la bona le ho feta.
Kotara e 'ngoe le e 'ngoe ea ho ngolisa e qala ka ho amoheloa ha liithuti tse ncha.
20. Univesithi ea North Dakota - Grand Forks, North Dakota
Lenane la master la mahlale a data a theko e tlaase a Univesithi ea North Dakota le ka u thusa ho fumana litsebo tsa data tseo likhoebo tse holimo li li batlang.
Baithuti ba ka qeta lenaneo la lihora tse 30 tsa mokoloto ka lilemo tse peli ntle le hore ba hatelle khamphaseng. Ba ka ikamahanya le maemo ho lumellana le lipheo tsa bona tsa mosebetsi ka ho nka lithuto tse ikhethileng libakeng tse kang pono ea mahlale le ts'ireletso ea cyber.
Baithuti ba ka nka karolo lipatlisisong tsa maemo a holimo tsa boenjineri ba theknoloji e phahameng le litsamaiso tsa sefofane tse sa sebetsoeng. Baithuti ba itokiselitse ho sebetsa ka lisebelisoa tse kholo tsa data liindastering tse fapaneng le maemo a tlhophiso.
Lipotso tse botsoang khafetsa mabapi le masters ho mahlale a data inthaneteng
Setsebi sa data ke eng?
Saense ea data ke thuto e fapaneng e kenyelletsang lipalo, lipalo le saense ea khomphutha. E boetse e kenyelletsa tsebo ea domain e le ho rarolla mathata a rarahaneng a amanang le data.
Setsebi se seng le se seng sa data se lokela ho tseba eng?
Kutloisiso e ntle ea lipalo, ho beha mabaka ka lipalo, mahlale a khomphutha, le mahlale a tlhahisoleseling ea hlokahala ho ba rasaense oa data. U tla hloka ho tseba ho utloisisa le ho fetisa liphetho tsa lipalo, hammoho le mehopolo ea lipalo le liforomo.
Bokamoso ba saense ea data ke bofe?
Nahana ka ho phahama ha data e hlahisoang ke IoT kapa data ea sechaba qetellong. Ha re shebile pele, US Bureau of Labor Statistics e hakanya hore ho tla ba le mesebetsi e limilione tse 11.5 ho mahlale a data le analytics ka 2026-hoo e ka bang lilemo tse tšeletseng ho tloha joale.
Ke eng e entseng hore u thahaselle saense ea data?
Qala ka ho arolelana hore o rata data. U ka boela ua bontša thahasello ea hao ka ho hlalosa se u huletseng tšimong. Ka mohlala, u ka 'na ua bolela hore u thabela ho rarolla mathata le tlhahlobo ea lipalo-palo, e leng se ileng sa u lebisa mosebetsing oa saense ea data.
Na rasaense oa data a ka sebetsa a le hae?
Ee. Bo-rasaense ba data ke e 'ngoe ea mesebetsi e tsebahalang haholo e ka etsoang lapeng, mme lekala le lebelletsoe ho eketseha ka 16% ka 2028. Bo-rasaense ba data, bahlahlobisisi le baenjiniere ba hlokoa ke lik'hamphani liindastering tse fapaneng, ho kenyeletsoa tlhokomelo ea bophelo bo botle, puisano. , le litlhahlobo tsa data.
Litlhahiso
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fihlela qeto e
Thuto ea maemo e thata ka lebaka la hore na e khethiloe hakae.
Le hoja batho ba bang ba ka ’na ba batla kemiso e feto-fetohang e le hore ba ka hlokomela malapa a bona motšehare, ba bang ba ka ’na ba batla mokhoa o eketsehileng oa ho sebetsana le matsoho e le hore ba ka bona hore na tšimo ea bona e tla ba joang pele ba itlama.
Re hlokometse hore boholo bo le bong ha bo tšoanele bohle ha ho tluoa tabeng ea boemo ba rona, ke ka hona joalokaha re boletse qalong.
Lintlha tsohle tseo re li hlahlobileng li lekantsoe ka mokhoa o lekanang ho fana ka pono e nepahetseng le ho tseba hore na ke li-degree tse 20 tse ntle ka ho fetisisa tsa master inthaneteng tsa mahlale a data.