Haeba o sa utlwa thabo eohle e potolohileng dintlha tse kholo , joale ha o e-s'o ele hloko. 'Nete ke litsebi tse kholo tsa dintlha tse fetohileng karolo ea bohlokoa ka ho fetisisa khoebong leha e le efe ea morao-rao.
Litaba tse kholo li ile tsa phatloha sebakeng seo pele batho ba nang le tsebo e lekaneng ba ne ba le teng ho itšetleha ka eona. Empa hona joale lintho li tla tla 'me litemiti tse ngata li ka u thusa hore u nke mosebetsi oa hau ho ea holimo. Na u batla ho ikarola ho ba bang mosebetsing oa hau oa joale?
Kapa na u rera phetoho ea mosebetsi ? Ebe u sheba lintlha tse 11 tsa tsebo tse kholo ka ho fetisisa tse fumanehang kajeno.
1. Cloudera Certified Administrator bakeng sa Apache Hadoop (CCAH)
Hang ha u se u e-na le setifikeiti sena, u ka bontša hore u na le tsebo ea bokhoni le tsebo ea ho sebetsa le sehlopha sa Apache Hadoop. Khetha litsebo Hadoop tlhophiso ea lihlopha le tsamaiso hammoho le Hadoop Distributed File System (HDFS). U lokela ho ngolla ka holimo ho 70 lekholong ho feta tlhahlobo ea lipotso tse 60 ka metsotso e 90.
2. Cloudera Certified Professional: Data Scientist (CCP: DS)
Litlhahlobo tse tharo li etsa mosebetsi o feletseng. O hloka ho nka tse tharo ka tatellano e itseng ka hare ho matsatsi a 365. Tsebo e tloaelehileng e kenyeletsa ho bokellana ha likarolo tsa dataset ka mefuta e sa tšoaneng ea "lerata" - liphoso, litlaleho tse seng kae kapa litlaleho tse mpe. 'Me u tla sebetsa le data e bolokiloeng ka mefuta e fapaneng ea lihlahiswa tse kang JSON, XML, le data ea li-graph link.
Banyalani ba hlahisa tharollo ea saense ea data, le ho nepahala, ho ba le botsitso le ho se sebetse ho netefatsoa ka mokhoa oa tlhahlobo ea lithaka.
3. Cloudera Certified Professional Data Engineer
Bontša tsebo ea theknoloji bahiri ba batlang haholo ka lengolo lena le hohelang lenaneong la CCP Data Scientist. Sebetsa matsoho-a tikolohong, 'me u sebelise lithulusi leha e le life tseo u li hlokang ka sehlopheng ho rarolla mathata a bareki.
4. EMC Data Scientist Associate (EMCDSA)
U ka kenya letsoho le ho kenya letsoho e le setho sa setsebi sa saense mesebetsing e meholo ka mor'a hore u fumane setifikeiti sa EMC. Ka tsebo ea hau, o tla khona ho:
sebelisa Lefapha la Bophelo ba Data Analytics
tsosolosa bothata ba khoebo joaloka phephetso ea analytics
sebelisa lisebelisoa tsa lisebelisoa le lisebelisoa tsa ho hlahloba lintlha tse kholo
etsa litšoantšo tsa lipalo-palo
khetha litšoantšo tse nepahetseng tsa litšoantšo
5. Bonnete ba Analytics Professional (CAP)
U hloka ho kopana le maemo a thuto le boiphihlelo ho ngolisa setifikeiti sena. Lenaneo le lebisa tlhokomelo libakeng tse 'maloa tsa bohlokoa tsa ts'ebetso ea lisebelisoa. Tsena li kenyelletsa ho hlophisa mathata a li-analytics le a khoebo, khetho ea mekhoa, mokhoa oa ho haha, le tsamaiso ea bophelo.
6. HP Vertica Big Data Expert Solutions Solutions (ASE)
Batla leha e le efe boto ea mesebetsi, mme ho hlakile hore HP's Vertica Analytics Platform e sebelisoa haholo. Basebelisi ba ditshwantsho ba ditshwantsho mme ba lekola bokhoni ba bona ba ho lemoha le ho rarolla mathata. U boetse u ntlafala ha u ntlafatsa ts'ebetso ea Vertica. Mesebetsi e tsoetseng pele e kenyeletsa thepa ea hau ea marang-rang le moqapi oa boqapi. Ho na le tlhahlobo ea maru e lateloang ke tlhahlobo e ngotsoeng ka ho hlahloba Pearson VUE.
7. Moeletsi oa Tharollo ea IBM e tiisitsoeng: Big Data & Analytics V1
Setifikeiti sena se u bontša hore u utloisisa likhopolo tsa motheo tsa data e kholo le li-analytics. U tla khona ho khetholla litlhoko tsa bareki le ho fana ka litlhahiso tse molemo ka ho fetisisa. Tsebo e koahetsoeng ke:
- ho qaptjoa melao-motheo litabeng tsa boitsebiso bo boholo le lisebelisoa
- litsebi tsa meralo
- mehato
- kholo e kholo le mekhoa e metle
Tsebo ea lihlahisoa tsa IBM e khothalletsoa empa ha e hlokehe. Moeletsi oa Tharollo ea IBM e tiisitsoeng bakeng sa Big Data le Analytics boot camp ea matsatsi a mabeli a ka u thusa ho lokisetsa tlhahlobo.
8. Oracle Business Intelligence (OBI): Motheo oa Motheo oa 11g
Bontša hore na u ka sebelisa tharollo joang ka mor'a hore u nke lenane lena le oelang tlasa tsela ea Oracle ea Middleware le Java. Hlaolela tsebo ea ho haha le ho kenya lisebelisoa tsa BI, ho haha li-bashi tsa li-BI, le ho hlalosa maemo a ts'ireletso.
Thupelo e lebisitsoe ho litho tsa Oracle Partner Network.
9. Litokomane tsa SAS
Mangolo afe kapa afe a SAS a nepahetseng a lokela ho ela hloko. Bakeng sa litlhahlobo tsa data, SAS e fana ka tiiso ea Setebo sa Khoebo sa Business Intelligence (SAS 9). Tsebo le bokhoni ba SAS Enterprise Miner 13 ke tsa bohlokoa bakeng sa ba khethiloeng ba batlang ho ba SAS Certified Predictive Modeler. Bakhethi ba lokela ho:
- ho haha le ho hlahloba mehlala ea pele
- fumana lintlha tse ncha tsa data
- lokisetsa boitsebiso
Basali ba litsebi ba litsebi ba tla ba le thahasello ea ho ba SAS e tiisitsoeng ea Statistical Business Analyst. Ts'ebetsong ea khatello ea molao, ANOVA, le mehlala ea ho etsa mohlala e lekoa tlhahlobo ena.
10. MCSE: Business Intelligence
Batho ba fanang ka litlhahlobo ba tšoaneleha ho ba BI le baenjiniere ba tlaleha. Ts'ebetso ea bopaki e bontša hore u na le tsebo ea ho qapa le ho haha tharollo ea data le ho e sebelisa hohle mokhatlong o se nang mathata. Ho na le litlhahlobo tse hlano tse amanang le Microsoft SQL Server 2012. Haeba u feta litlhahlobo tse tharo tsa pele u tšoaneleha joaloka Microsoft Certified Solutions Associate (MCSA) le setifikeiti sa SQL Server 2012. Litlhahlobo tse peli tsa ho qetela li u fa MCSE: Tlhahiso ea Khoebo ea Intelligence.
11. Lefapha la Mesebetsi ea Ditjhelete le Ditlhahiso tsa Sekolo sa Tlhahlobo
Setifikeiti sena sa boemo bo phahameng sa koleji se tsoang Standford University se hlahisa maikutlo a bohlokoa ka ho sebetsa morafong le ho ithuta mochine. E bontša kamoo likhopolo li ka sebelisoang kateng khoebong, saense le thekenoloji, 'me e phahame ka ho tsebahala le ho ba le menyetla ea mosebetsi.
Qetello
Likhampani li na le libanka tse ngata ka ho feta leha e le neng pele. Empa ha libaka tse kholo tsa litaba li atoloha 'me li fetoha ka lebelo le potlakileng, litokomane li lokela ho fetoha. Lenane la mananeo a boletsoeng ka holimo a ntlafatsa litaba tsa bona ha liphetoho li ntse li etsahala, 'me u tla lokela ho lula u le teng ka nako ea ho hlahloba liteko-hangata ka mor'a lilemo tse tharo. Ke boiteko bo loketseng. Ho fumana bopaki, ho sa tsotellehe hore na tšimo ea hau ke efe, ho bontša bahiri hore u na le tsebo e nepahetseng, 'me u ka e sebelisa ha e bohlokoa haholo.
Sehlooho sena se tloha ho ntlafalitsoe ke Laurence Bradford .