Ngati simunamvepo chisangalalo chonse chakuzungulira deta yaikulu , ndiye kuti simunamvere. Chowonadi ndi chidziwitso chachikulu cha deta chakhala chinthu chimodzi chofunikira kwambiri pa bizinesi yamakono.
Deta yaikulu inafalikira pamalo pomwe anthu okwanira oyenerera anali pafupi kuti adziwepo. Koma tsopano zinthu zikubwera mozungulira ndipo maumboni angapo angakuthandizeni kuti mutenge ntchito yanu kumalo atsopano. Kodi mukufuna kudzipatula nokha kwa ena muntchito yanu yamakono?
Kapena mukukonzekera kusintha kwa ntchito ? Kenaka fufuzani za 11 zotsatila zazikulu za deta zomwe zilipo lero.
1. Malo otchedwa Cloudera Certified Administrator kwa Apache Hadoop (CCAH)
Mukakhala ndi chidziwitso ichi, mukhoza kusonyeza kuti muli ndi luso komanso luso lothandizira kugwira ntchito ndi gulu la Apache Hadoop. Pezani luso ku Hadoop masango a masamu ndi maofesi komanso Hadoop Distributed File System (HDFS). Muyenera kulemba pamwamba pa 70 peresenti kuti mupereke mayeso omwe ali ndi mafunso 60 mu mphindi 90.
2. Wotchedwa Professional Clouder: Data Scientist (CCP: DS)
Masewera atatu amapanga zonse. Muyenera kutenga zitatu zonse popanda dongosolo linalake mkati mwa masiku 365. Maluso amodzi akuphatikizidwa ndi zigawo zamtunduwu ndi mitundu yosiyanasiyana ya "phokoso" - zolakwika, zolemba zochepa, kapena zolemba zoipa. Ndipo mumagwira ntchito ndi deta yosungidwa mu maonekedwe osiyanasiyana monga JSON, XML, ndi deta yolumikiza deta.
Otsatira amapanga njira yothetsera sayansi, ndipo molondola, kukhala wodalirika, ndi kusasintha kumachitidwa kudzera mu kafukufuku wa anzawo.
3. Chipangizo cha Professional Data Engineer cha Cloudera
Onetsani luso lamakono omwe olemba ntchito akuyesetsa kwambiri ndi chiphaso chomwe chimamanga pa pulogalamu ya CCP Data Scientist. Gwiritsani ntchito zogwirizana ndi chilengedwe, ndipo gwiritsani ntchito zipangizo zomwe mukufunikira pa masitepe kuti muthetse mavuto a makasitomala.
4. EMC Data Scientist Associate (EMCDSA)
Mukhoza kutenga nawo mbali ndikupereka monga deta yothandizira sayansi pazinthu zazikulu mutatha kulandira certification EMC. Ndi luso lanu, mudzatha:
sungani moyo wa Data Analytics Lifecycle
Bweretsani vuto la bizinesi monga vuto la analytics
gwiritsani ntchito njira zowonongeka ndi zida zowunika deta yaikulu
pangani zitsanzo zowerengetsera
sankhani mawonedwe oyenerera a deta
5. Ovomerezedwa a Analytics Professional (CAP)
Muyenera kukumana ndi zochitika za maphunziro ndi zochitika kuti mulembe izi. Pulogalamuyi ikuyang'ana pa madera angapo ofunika a ndondomeko ya analytics. Izi zikuphatikizapo kukhazikitsa mavuto a analytics ndi bizinesi, kusankhidwa kwa njira, kukonza chitsanzo, ndi kayendetsedwe ka moyo.
6. HP Vertica Big Data Accredited Solutions Expert (ASE)
Fufuzani bolodi lirilonse la ntchito, ndipo mwachiwonekere HP's Vertica Analytics Platform imagwiritsidwa ntchito kwambiri. Ovomerezeka omwe akuyang'anira malo osungirako chidziwitso ndikuyesera kuthetsa ndi kuthetsa mavuto. Momwemonso mumakhala bwino pakukweza Vertica ntchito. Ntchito zowonjezereka zimaphatikizapo kugwiritsira ntchito mndandanda wa makina ndi zojambula zolemba. Pali kufufuza kwa mtambo wozunzirako pamtundu wotsatira ndikulemba mayeso pogwiritsa ntchito Pearson VUE kuyesa.
7. Mphungu Wotsutsa wa IBM: Big Data & Analytics V1
Chizindikiritso ichi chimakuwonetsani inu kumvetsa mfundo zazikulu za deta yaikulu ndi analytics. Mutha kuzindikira zofunikira za makasitomala ndikupatsanso njira zothetsera mavuto. Maluso ophimbidwa ndi awa:
- kulongosola mfundo muzofunika zazikulu ndi analytics solutions
- zomangamanga
- njira
- kukhwima ndi kutengera zitsanzo
Kudziwa zinthu za IBM kumalimbikitsidwa koma sikofunika. Wothandizira Wothetsera BM wa IBM wa Big Data ndi Analytics kampu ya boot ya masiku awiri akhoza kukuthandizani kukonzekera mayeso.
8. Oracle Business Intelligence (OBI): Maziko Otsatira 11g
Onetsani momwe mungagwiritsire ntchito njira zothetsera vuto mutatha pulogalamuyi yomwe imakhala pansi pa njira ya Oracle ya Middleware ndi Java. Pangani luso lokhazikitsa ndi kukhazikitsa njira zothandizira BI, kumanga mabasiketi a BI, ndikufotokozerani zochitika za chitetezo.
Maphunzirowa akuwonekera kwa Oracle Partner Network.
9. Zopereka za SAS
Chidziwitso chilichonse cha SAS chiyenera kusamala. Kuti mudziwe deta, SAS imapereka chizindikiritso cha Business Intelligence Developer (SAS 9). Chidziwitso ndi luso la SAS Enterprise Miner 13 ndi zofunika kwa ofuna ofuna kukhala SAS Certified Predictive Modeler. Ofunikila ayenera:
- kumanga ndi kuyesa zitsanzo zotsatila
- Gwiritsani maselo atsopano a deta
- konzani deta
Olemba masitatimenti adzakondwera kukhala SAS Wotsimikiziridwa Wofufuza Wogulitsa Business. Kugonjetsa kwachinsinsi, ANOVA, ndi chitsanzo choyesa kutsatiridwa amayesedwa mu kafukufukuyu.
10. MCSE: Business Intelligence
Anthu omwe apambana mayesowa amayenerera kukhala a BI ndi olemba akatswiri. Chidziwitso chimasonyeza kuti muli ndi luso lopangidwira ndikupanga njira zothetsera deta ndikuzigwiritsa ntchito kudutsa bungwe popanda mavuto. Pali mayesero asanu okhudzana ndi Microsoft SQL Server 2012. Mukapambana mayeso atatu oyambirira mumakhala ngati Microsoft Certified Solutions Associate (MCSA) ndi SQL Server 2012 certification. Mayeso awiri omalizira amakupangitsani MCSE: Chidziwitso cha Business Intelligence.
11. Zogulitsa Zambiri ndi Ma Applications Dipatimenti Yophunzira
Sitifiketi yapamwamba ya koleji ku Standford University imayambitsa mfundo zazikulu zokhudzana ndi migodi ndi kuphunzira makina. Amasonyeza momwe mfundo zingagwiritsire ntchito ku bizinesi, sayansi, ndi zamakono, ndipo zimakhala zapamwamba ponena za kutchuka ndi ntchito.
Kutsiliza
Makampani ali mabanki pa deta yaikulu tsopano kuposa kale lonse. Koma ngati malo akuluakulu akudziwika ndikukula mofulumira, maumboni amayenera kusintha. Zambiri mwa mapulojekitiwa tawonetsa zomwe zikuchitika mu makampaniwo, ndipo mukufunikira kukhalabe panopa kupyolera mwayesedwa kawirikawiri - kawirikawiri zaka zitatu. Ndi ntchito yoyenera. Kupeza zivomerezi, ziribe kanthu munda wanu, zimatsimikizira olemba ntchito kuti muli ndi luso lolondola, ndipo mukhoza kuzigwiritsa ntchito ngati zili zofunika kwambiri.
Nkhaniyi yasinthidwa ndi Laurence Bradford .