Lilemong tse hlano tse fetileng, saense ea data e fetohile buzzword ea pele ea theknoloji. Sena ke hobane mekhatlo e ntse e hlahisa lintlha tse ngata letsatsi le leng le le leng, haholo-holo ka ho fihla ha Inthanete ea Lintho (IoT).
Lik'hamphani li batla Data Scientists tse ka li thusang ho utloisisa lintlha tsena kaofela. Haeba u batla moo u ka fumanang lengolo le phahameng ka ho fetisisa la Saense ea Data, joale u lokela ho tsoela pele ho bala sengoloa sena mabapi le Likholetjhe tse Molemohali tsa Saense ea Data Lefatšeng.
Kahoo, tlaleho ea IBM e bontšitse hore ho tla ba le menyetla ea mesebetsi e limilione tse 2.7 ho saense ea data le analytics ka 2025. Litsebi tsa boitsebiso li tla lefshoa hoo e ka bang $35 limilione tse likete selemo le selemo US feela.
Mosebetsi ona o na le chelete e ngata hoo e seng litsebi feela tse lekang matsoho a bona ho o etsa empa le liithuti tse seng li qetile. Haeba u moithuti, u kanna oa ipotsa hore na u khetha koleche efe haeba u batla mosebetsi oa mahlale a data?
Leha ho le joalo, ho araba potso ena, re hlophisitse lethathamo la likoleche tse fanang ka lithuto tse ntle ka ho fetisisa tsa Saense ea Data. Likholetjhe tsena li behiloe ho ipapisitsoe le lintlha tse joalo ka sekhahla sa Phano, Boleng ba bokaholimo, Meaho ea Meaho le marang-rang a alumni.
Re boetse re shebile menyetla ea mosebetsi oa mahlale a data le ntho e 'ngoe le e 'ngoe eo u hlokang ho e tseba ka mahlale a data le likoleche tsa mahlale a data.
Tafole ea likateng
Science Science ke eng?
Saense ea data ke sebaka sa lipatlisiso se itšetlehileng ka ho sebetsana le lintlha tse ngata. E bile mosebetsi o holang ka potlako ho tsa theknoloji ka lilemo tse 'ne ka ho latellana,' me hape ke o mong oa mesebetsi e lefang haholo.
Mosebetsi oa mahlale a data ke khetho e holimo ho ba batlang ho ba le tšusumetso mosebetsing oa bona.
Bo-ramahlale ba data ke litsebi tse khonang ho bokella, ho boloka, ho sebetsana, ho sekaseka, ho bona le ho toloka lintlha tse ngata ka ho sebelisa mekhoa e tsoetseng pele le lisebelisoa tsa software. Ba etsa liqeto tse nang le moelelo ho tsoa ho data e rarahaneng mme ba fetisetsa liphetho tsa bona ka ho hlaka ho ba bang.
Bo-ramahlale ba data ke litsebi tse koetlisitsoeng haholo tse nang le tsebo ea lipalo, ho ithuta ka mochini, lipuo tsa mananeo joalo ka Python le R, le tse ling. Ke litsebi tsa ho ntša lintlha tse thusang mekhatlo ho etsa liqeto tse molemo tsa khoebo e le hore e ka hola ka potlako le ka katleho.
Karolo e molemohali? Moputso le ona o motle - moputso o tloaelehileng oa rasaense oa data ke $117,345 ka selemo ho latela Glassdoor.
Bo-rasaense ba Data ba Etsa'ng?
Saense ea data ke tšimo e batlang e le ncha, empa e phatlohile nakong ea halofo ea lilemo tse fetileng kapa ho feta. Palo ea data eo re e hlahisang selemo se seng le se seng e ntse e eketseha ka sekhahla, 'me moroallo ona oa tlhahisoleseling o hlahisa menyetla e mecha bakeng sa likhoebo le batho ka bomong.
Saense ea data ke motsoako oa lisebelisoa tse fapaneng, li-algorithms, le melaoana ea ho ithuta ka mochini ho fumana mekhoa e patiloeng ho tsoa ho data e sa sebetsoang.
Ke lefapha la mekhoa e mengata e sebelisang mekhoa ea mahlale, lits'ebetso, li-algorithms, le litsamaiso ho ntša tsebo le leseli ho tsoa ho data e mengata ea meralo le e sa hlophisoang. Saense ea data e amana le meepo ea data, ho ithuta ka mochini, le data e kholo.
Mosebetsi oa mahlale a data o tla u lumella ho rarolla a mang a mathata a thata ka ho fetesisa u sebelisa tsebo ea hau ea tlhahlobo. Mosebetsi oa rasaense oa data ke ho fetola data e tala hore e be temohisiso e sebetsang.
Mesebetsi e meng e tloaelehileng ke ena:
- Hlalosa mehloli ea bohlokoa ea data le ho iketsetsa mekhoa ea ho bokella
- Ikemisetse ho lokisa litaba tse hlophisitsoeng le tse sa hlophisoang esale pele
- Sekaseka lintlha tse ngata ho fumana mekhoa le mekhoa
- Theha mefuta e boletsoeng esale pele le mekhoa ea ho ithuta ka mochini
- Kopanya mehlala ka ho etsa mohlala oa ensemble
- Hlahisa lintlha u sebelisa mekhoa ea pono ea data.
Ke Hobane'ng ha Data Science?
Bo-ramahlale ba data ba hiriloe ke lik'hamphani tse tsoang liindastering tse fapaneng, 'me ba sebetsa mererong e fapaneng e fapaneng. Tlhokahalo ea bo-ramahlale ba Data e ntse e phahama letsatsi le letsatsi, hobaneng? Saense ea data ke e 'ngoe ea mesebetsi e chesang ka ho fetesisa ea theknoloji, mme tlhoko ea bo-ramahlale ba data e lebelletsoe ho hola ka liperesente tse 30 ho tloha 2019 ho isa 2025, ho latela IBM.
Tšimo ea mahlale a data e ntse e hola ka potlako hoo ho se nang litsebi tse tšoanelehang tse lekaneng ho tlatsa maemo ohle a bulehileng. Hape ho na le khaello ea batho ba nang le litsebo tse hlokahalang, tse kenyeletsang tsebo ea lipalo, lipalo-palo, mananeo le tsebo ea khoebo. 'Me ka lebaka la ho rarahana le ho fapana ha eona, lik'hamphani tse ngata li thatafalloa ke ho hira bo-rasaense ba data.
Empa ke hobane'ng ha lik'hamphani li tsotella haholo saense ea data? Karabo e bonolo: Lintlha li ka thusa ho fetola khoebo hore e be mokhatlo o hlophisitsoeng o ikamahanyang le maemo kapele ho fetoha.
Leha ho le joalo, bo-rasaense ba data ba sebelisa tsebo ea bona ea lipalo le lipalo ho ntša moelelo ho tsoa ho data e ngata. Likhamphani li tšepile tlhahisoleseling ena ho etsa liqeto tse nang le tsebo tse ka li thusang ho fumana monyetla oa tlholisano ho feta bahlolisani ba tsona kapa ho bona menyetla e mecha eo ba ke keng ba khona ho e tseba ntle le thuso ea litlhahlobo tse kholo tsa data.
Lethathamo la Likholetjhe tse Molemohali tsa Saense ea Boitsebiso Lefatšeng
Ka tlase lethathamo la likoleche tse holimo tsa 20 tsa mahlale a data lefatšeng ka bophara:
- Univesithi ea California Berkeley
- Univesithi ea Carnegie Mellon
- Institute of Technology ea Massachusetts
- Univesithi ea Stanford
- University of Washington
- University Cornell
- Institute of Technology ea Georgia
- Univesithi ea Columbia, New York, NY
- Univesithi ea Illinois – Urbana-Champaign
- Univesithi ea Oxford - United Kingdom
- Univesithi ea Nanyang Technological (NTU) - Singapore
- Imperial College London - United Kingdom
- ETH Zurich (Swiss Federal Institute of Technology) - Switzerland
- Ecole Polytechnique Federale de Lausanne (EPFL)
- Univesithi ea Cambridge
- Univesithi ea Naha ea Singapore (NUS)
- University College London (UCL)
- University of Princeton
- Yale University
- Univesithi ea Michigan-Ann Arbor.
Likholetjhe tse 20 tse holimo tsa Saense ea Boitsebiso Lefatšeng
Ka tlase ke tse ling tsa likoleche tse ntle ka ho fetisisa tsa mahlale a data lefatšeng.
1. Univesithi ea California-Berkeley, CA
Univesithi ea California Berkeley e boemong ba No. 1 ea likoleche tsa saense ea data ke usnews ka 2022. E na le thuto ea kantle ho naha ea $44,115 le thuto ea in-state ea $14,361 thuto le lintlha tse 4.9 tsa botumo.
Karohano ea mahlale a khomphutha le data le sechaba Univesithing ea California, Berkeley, e thehiloe ka Phupu 2019 ho sebelisa maemo a pele a Berkeley lipatlisisong le bokhabane lithutong tsohle ho ntšetsa pele tšibollo ea mahlale a data, ho ruta le phello.
Legoro le baithuti go tswa mo khamphaseng yotlhe ba ne ba tsenya letsogo mo go tlhameng ga Karoganyo ya Dikhomphiutha, Saense ya Dintlha, le Setšhaba, e e bontshang mokgwa o o kgabaganyang wa saense ya tshedimosetso le go akanya sesha yunibesiti ya patlisiso ya motlha wa dijithale.
Sebopeho se matla sa Karolo se kopanya khomphutha, lipalo-palo, botho, le mahlale a sechaba le a tlhaho ho theha moea o matla le oa tšebelisano-'moho o khothalletsang katleho ea lipatlisiso mapheong a mahlale a mahlale le thekenoloji.
2. Univesithi ea Carnegie Mellon, Pittsburgh, PA
Carnegie Mellon University e boemong ba No. 2 data science colleges by usnews in 2022. E na le tefiso ea thuto ea $58,924, 7,073 undergraduate ngolisitsoeng le 4.9 reputation score.
Lenaneo la Carnegie Mellon University's MS in Data Analytics for Science (MS-DAS) le etselitsoe baithuti ba ratang ho ithuta haholoanyane ka likarolo tse fapaneng tsa mahlale a data.
Baithuti ba tla khona ho holisa tsebo ea bona ea mahlale ka ho ithuta lipuo tsa sejoale-joale tsa mananeo bakeng sa bo-ramahlale, mokhoa oa lipalo le oa khomphutha, mekhoa ea khomphutha e kang computing e ts'oanang, komporo e sebetsang hantle haholo, mekhoa ea ho ithuta ka mochini, pono ea tlhahisoleseling, lisebelisoa tsa lipalo, le liphutheloana tsa sejoale-joale tsa software, kea leboha. ho litsebi le thekenoloji ea maemo a lefatše ea Mellon College of Science le Pittsburgh Supercomputing Center.
3. Institute of Technology ea Massachusetts
MIT e boemong ba No. 3 ho Data Analytics / Science by usnews ka 2022. E na le tefiso ea thuto ea $58,878, 4,361 ea ho ngolisa liithuti tsa pele le palo ea 4.9 ea botumo.
A Bachelor of Science in Computer Science, Economics, le Data Science e fumaneha ho MIT (Course 6-14). Baithuti ba phethelang thuto e kholo ea li-multidisciplinary ba tla ba le potefolio ea bokhoni ba moruo, khomphutha, le mahlale a data, tse ntseng li fetoha tsa bohlokoa haholo lekaleng la khoebo le la thuto.
Ka bobeli thuto ea moruo le saense ea k'homphieutha e itšetlehile haholo ka khopolo ea papali le mekhoa ea ho etsa mohlala oa lipalo, hammoho le tšebeliso ea lisebelisoa tsa data.
Boithuto ba li-algorithms, optimization, le ho ithuta ka mochini ke mehlala ea lithuto tsa mahlale a khomphutha tse hlahisang tsebo e tlatselletsang (e ntseng e tsoela pele ho kopanngoa le moruo).
Mosebetsi oa lithuto libakeng tse fapaneng tsa lipalo, joalo ka linear algebra, probability, discrete mathematics, le lipalo, li fumaneha ka mafapha a mangata.
4. Univesithi ea Stanford
Univesithi ea Stanford ke koleche e 'ngoe e phahameng ea mahlale a data ho latela usnews. E behiloe sebakeng sa 4 hang ka tlase ho MIT mme ka tlase ho eona ke Univesithi ea Washington, Seattle, WA. Univesithi ea Stanford e lefa thuto ea $56169 ka lintlha tse 4.9 tsa botumo.
Data Analytics/Saense Univesithing ea Stanford e ntse e thehoa ka har'a sebopeho sa MS ea hajoale ho Lipalopalo.
Pina ea Saense ea data e shebane le ho nts'etsapele litsebo tse matla tsa lipalo, lipalo, lipalo, le mananeo, hammoho le ho theha motheo oa thuto ea mahlale a data ka likhetho tse akaretsang le tse tsepamisitsoeng ho tsoa ho mahlale a data le libaka tse ling tse khahlisang.
5. Univesithi ea Washington
Univesithi ea Washington e behiloe sebakeng sa No. 5 ea likoleche tsa mahlale a data ke usnews ka 2022. E na le thuto ea kantle ho naha ea $39,906 le in-state tuition ea $12,076 ea thuto le lintlha tse 4.4 tsa botumo.
Ba fana ka lenaneo la degree ea master ho mahlale a data bakeng sa baithuti ba batlang ho qala kapa ho nts'etsapele mesebetsi ea bona lebaleng.
Lenaneo le ka phethoa ka nako eohle kapa ka nakoana.
Kotara e 'ngoe le e 'ngoe ea hoetla, litlelase li qala khamphaseng ea Univesithi ea Washington 'me li tšoara mantsiboea.
U tla ithuta ho fumana lintlha tsa bohlokoa ho tsoa ho data e kholo ka lebaka la kharikhulamo e amanang le indasteri.
Ho fihlela litlhoko tse ntseng li eketseha tsa indasteri, eseng bakeng sa phaello, mekhatlo ea mmuso, le mekhatlo e meng, o tla fumana bokhoni ba ho etsa mohlala oa lipalo, taolo ea data, ho ithuta ka mochini, pono ea data, boenjiniere ba software, moralo oa lipatlisiso, melao ea boitšoaro ea data le boiphihlelo ba mosebelisi. lenaneong lena.
6. University Cornell
Cornell Institution, e Ithaca, New York, ke setsi sa poraefete sa Ivy League le univesithi ea molao ea lipatlisiso tsa kabo ea mobu.
Univesithi e thehiloe ka 1865 ke Ezra Cornell le Andrew Dickson White ka sepheo sa ho ruta le ho kenya letsoho lithutong tsohle tsa tsebo, ho tloha ho tsa khale ho isa ho tsa mahlale, le ho tloha ho tsa theory ho isa ho tse sebetsang.
Cornell's foundation concept, polelo ea khale ea 1868 e tsoang ho mothehi Ezra Cornell, e fana ka maikutlo ana a sa tloaelehang: "Ke ne ke tla haha setheo seo motho leha e le ofe a ka fumanang thuto thutong leha e le efe."
7. Institute of Technology ea Georgia
Setsi sa Theknoloji sa Georgia, se tsejoang hape e le Georgia Tech kapa Tech feela Georgia, ke univesithi ea lipatlisiso tsa sechaba le setsi sa theknoloji se Atlanta, Georgia.
Ke khamphase ea sathelaete ea Sisteme ea Univesithi ea Georgia, e nang le libaka Savannah, Georgia, Metz, France, Athlone, Ireland, Shenzhen, China le Singapore.
8. Univesithi ea Columbia, New York, NY
Ena ke univesithi e ikemetseng ea lipatlisiso ea Ivy League e New York City. Columbia University, e thehiloeng ka 1754 e le King's College ka lebaka la Trinity Church e Manhattan, ke setsi sa khale ka ho fetisisa sa thuto e phahameng New York le sa bohlano sa khale United States.
Ke e 'ngoe ea likoleche tse robong tsa bokolone tse entsoeng pele ho Phetohelo ea Amerika, tse supileng tsa tsona e le litho tsa Ivy League. Likoranta tse kholo tsa thuto li lula li beha Columbia har'a likoleche tse ntle ka ho fetisisa lefatšeng.
9. Univesithi ea Illinois – Urbana-Champaign
Litoropong tse mafahla tsa Illinois tsa Champaign le Urbana, Institution of Illinois Urbana-Champaign ke univesithi ea lipatlisiso ea kabo ea mobu ea sechaba.
E thehiloe ka 1867 'me ke setsi sa boemo bo holimo sa Sisteme ea Univesithi ea Illinois. Univesithi ea Illinois ke e 'ngoe ea liunivesithi tsa sechaba tse kholo ka ho fetisisa naheng eo, e nang le baithuti ba fetang 56,000 ba pele le ba fumaneng mangolo.
10. Univesithi ea Oxford - United Kingdom
Oxford e lula e beoa har'a litsi tse hlano tse holimo ka ho fetisisa lefatšeng, 'me hajoale e maemong a pele lefatšeng ho latela; Maemo a Univesithi ea Lefatše ea Forbes; Boemo ba Liunivesithi tsa Lefatše tsa Thuto e Phahameng ea Times.
E behiloe maemong a pele ho Tataiso ea Univesithi ea Times Good ka lilemo tse leshome le motso o mong, 'me sekolo sa bongaka se behiloe maemong a pele ho Times Higher Education (THE) World University Rankings bakeng sa lilemo tse supileng tse fetileng ho "Clinical, Pre-Clinical & Health" tafole.
SCImago Institutions Rankings e e behile boemong ba botšelela har'a liunivesithi ho pota lefatše ka 2021. 'Me e' ngoe ea tse kholo ka ho fetisisa lefapheng la saense ea data.
11. Univesithi ea Nanyang Technological (NTU) - Singapore
Singapore's Nanyang Technological Institution (NTU) ke univesithi ea lipatlisiso e kopaneng. Ke univesithi ea bobeli ea khale ka ho fetisisa naheng eo e ikemetseng, 'me ho latela maemo a mangata a machaba, ke e' ngoe ea litsi tse ntlehali lefatšeng.
Ho latela maemo a mangata, NTU e lula e behiloe har'a litsi tse 80 tse holimo lefatšeng, 'me hajoale e maemong a bo12 ho QS World University Rankings ho tloha ka Phuptjane 2021.
12. Imperial College London - United Kingdom
Imperial College London, ka molao Imperial College of Science, Technology le Medicine, ke univesithi ea lipatlisiso ea sechaba e London.
E holile ho tsoa ponong ea Prince Albert bakeng sa sebaka sa setso, ho kenyeletsoa: Royal Albert Hall, Victoria & Albert Museum, Natural History Museum, le Royal Colleges tse 'maloa.
Ka 1907, Imperial College e thehiloe ke tumellano ea borena, e kopanyang Royal College of Science, Royal School of Mines, le City and Guilds of London Institute.
13. ETH Zurich (Swiss Federal Institute of Technology) - Switzerland
ETH Zurich ke univesithi ea lipatlisiso tsa sechaba ea Switzerland e toropong ea Zürich. Sekolo se shebana haholo le mahlale, thekenoloji, boenjiniere le lipalo mme se thehiloe ke 'Muso oa Federale oa Switzerland ka 1854 ka sepheo se boletsoeng sa ho ruta baenjiniere le bo-ramahlale.
Ke karolo ea Swiss Federal Institutes of Technology Domain, eo e leng karolo ea Lefapha la Federale la Litaba tsa Moruo, Thuto le Lipatlisiso, joalo ka yunivesithi ea EPFL.
14. Ecole Polytechnique Federale de Lausanne (EPFL)
EPFL (École polytechnique fédérale de Lausanne) ke univesithi ea lipatlisiso tsa sechaba ea Switzerland e Lausanne. Saense ea tlhaho le boenjiniere ke litsebo tsa eona tse ikhethang. Ke e 'ngoe ea Litsi tse peli tsa Federale tsa Theknoloji ea Switzerland,' me e na le mesebetsi e meraro ea mantlha: thuto, lipatlisiso le boqapi.
EPFL e behiloe maemong a 14th univesithing e ntle ka ho fetisisa lefatšeng ho pholletsa le libaka tsohle ke QS World University Rankings ka 2021, le sekolo sa bo19 se holimo sa boenjiniere le theknoloji ke THE World University Rankings ka 2020.
15. Univesithi ea Cambridge
Cambridge e entsoe ka likoleche tse 31 tse ikemetseng hammoho le mafapha a thuto a fetang 150, mahlale le mekhatlo e meng e hlophisitsoeng ka likolo tse tšeletseng.
Ka har'a univesithi, likoleche tsohle ke litsi tse ipusang, se seng le se seng se na le litho tsa sona, mokhatlo o hlophisitsoeng oa kahare le mesebetsi. Seithuti se seng le se seng ke karolo ea koleche. Ha ho na sebaka sa mantlha sa setsi, 'me likoleche tsa eona le lits'ebeletso tsa mantlha li hasane ho potoloha toropo.
16. Univesithi ea Naha ea Singapore (NUS)
Queenstown, Singapore, National Institution of Singapore (NUS) ke univesithi ea naha ea lipatlisiso e kopanetsoeng.
NUS, e ileng ea thehoa ka 1905 e le Sekolo sa Bongaka sa 'Muso sa Malay State Straits le Federated Malay States, e' nile ea nkoa e le e 'ngoe ea litsi tsa thuto tse phahameng ka ho fetisisa lefatšeng, hammoho le sebakeng sa Asia-Pacific.
E kenya letsoho tsoelo-peleng ea thekenoloji ea morao-rao le saense ka ho fana ka mokhoa oa lefats'e oa thuto le lipatlisiso, ka ho hatisa tsebo le maikutlo a Asia.
NUS e behiloe boemong ba bo11 lefatšeng 'me ea pele Asia ho QS World University Rankings ka 2022.
17. University College London (UCL)
University College London ke univesithi e kholo ea lipatlisiso tsa sechaba e London, United Kingdom.
UCL ke setho sa Univesithi ea 'muso ea London' me ke yunivesithi ea bobeli e kholo United Kingdom mabapi le palo ea batho ba ngolisitseng 'me ke e kholo ka ho fetisisa mabapi le ba ngolisitsoeng ka mor'a mangolo.
18. University of Princeton
Univesithi ea Princeton, e Princeton, New Jersey, ke univesithi e ikemetseng ea lipatlisiso ea Ivy League.
Univesithi ke setsi sa bone sa khale ka ho fetisisa sa thuto e phahameng United States, se thehiloe ka 1746 Elizabetha e le Koleche ea New Jersey.
Ke e 'ngoe ea likoleche tse robong tsa bokolone tse hiriloeng pele ho Phetohelo ea Amerika. Hangata e thathamisitsoe har'a liunivesithi tse holimo le tse hlomphuoang ka ho fetisisa lefatšeng.
19. Yale University
Yale Institution ke yunivesithi e ikemetseng ea Ivy League e New Haven, e thehiloeng Connecticut. Ke setsi sa boraro sa khale ka ho fetisisa sa thuto e phahameng United States, 'me ke se seng sa tse hlahelletseng ka ho fetisisa lefatšeng, kaha se thehiloe 1701 e le Sekolo sa Collegiate.
Univesithi e nkuoa e le e 'ngoe ea likolo tse kholo ka ho fetisisa tsa mahlale a data lefatšeng hammoho le United States.
20. Univesithi ea Michigan-Ann Arbor
Univesithi ea Michigan, e Ann Arbor, Michigan, ke univesithi ea lipatlisiso tsa sechaba. Setsi sena se thehiloe 1817 ke ketso ea sebaka sa mehleng sa Michigan e le Catholepistemiad, kapa Univesithi ea Michigania, lilemo tse 20 pele sebaka seo se fetoha naha.
Lipotso Asked hangata
Data Scientists e etsa bokae?
Moputso o tloaelehileng oa rasaense oa data oa US ke $117,345 ka selemo, ho latela Glassdoor. Leha ho le joalo, matšeliso a fapana ho ea ka k'hamphani, 'me bo-rasaense ba bang ba data ba fumana chelete e fetang $200,000 ka selemo.
Phapang ke efe pakeng tsa Data Scientist le Data Analyst?
Bahlahlobisisi ba data le bo-rasaense ba data hangata ba ferekanngoa, empa ho na le phapang e kholo lipakeng tsa bona. Bahlahlobisisi ba lintlha ba sebelisa lisebelisoa tsa lipalo ho hlahloba lintlha le ho tlaleha ka lintlha tse thusang ho tataisa liqeto tsa khoebo, athe bo-rasaense ba data ba hlahisa li-algorithms tse matlafatsang lisebelisoa tsena le ho li sebelisa ho rarolla mathata a rarahaneng.
U hloka degree ea mofuta ofe hore u be Setsebi sa Boitsebiso?
Bahiri ba bangata ba batla bonkgetheng bao bonyane ba nang le lengolo la masters la lipalopalo, lipalo kapa mahlale a khomphutha - leha ba bang ba bakopi ba hlolisanoang haholo ba tla ba le Ph.D. mafapheng ana hammoho le potefolio e pharaletseng ea phihlelo ea mosebetsi.
Na ho ithuta mahlale a data ho bohlokoa?
Ee! Mosebetsi oa mahlale a data o ka fana ka melemo e mengata ea kahare, joalo ka khothatso ea kelello le bokhoni ba ho rarolla mathata a rarahaneng ka boqhetseke. E ka boela ea lebisa meputsong e phahameng le khotsofalo e kholo ea mosebetsi.
Re khothaletsa hape:
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- Likhato tse 20 tse Bonolo ho Fetisisa ho Fumana Marang-rang
- Mongolo o Molemo ka ho Fetisisa oa Bachelor's Degree Online.
fihlela qeto e
Taba ea bohlokoa ke hore ha lefatše le ntse le hatela pele, lefats'e la mahlale a data le ntse le hola ka potlako.
Liunivesithi ho pota lefatše li potlakile ho fana ka li-degree tsa undergraduate le graduate tsa data science, empa e ntse e le ncha, kahoo ha ho libaka tse ngata moo u ka eang ho fumana lengolo la thuto.
Leha ho le joalo, re lumela hore poso ena e tla u thusa ho khetha likoleche tse ntle ka ho fetisisa tsa mahlale a data moo o ka ntšetsang pele mosebetsi oa hau oa ho ba rasaense oa data.