Uma ungazange uzwe yonke injabulo emayelana nedatha enkulu , khona-ke awuzange uqaphele. Iqiniso liyi-analytics enkulu yedatha seliyingxenye yezingxenye ezibaluleke kakhulu kunoma iyiphi ibhizinisi lesimanje.
Idatha enkulu yaqhuma endaweni yesehlakalo ngaphambi kokuba abantu abafanelekayo bakwazi ukuzisebenzisa. Kodwa manje izinto ziyeza futhi izitifiketi eziningana zingakusiza ukuthi uthathe umsebenzi wakho ezindaweni eziphakeme. Ufuna ukuzihlukanisa nabanye emsebenzini wakho wamanje?
Noma uhlela ushintsho lomsebenzi ? Bese uhlola okungu-11 kokuqinisekisiwe kwedatha enkulu kakhulu etholakalayo namhlanje.
1. Isiphathimandla se-Cloudera Certified for Apache Hadoop (CCAH)
Uma usuphethe lesi sitifiketi, ungakubonisa ukuthi unolwazi lwezobuchwepheshe namakhono okusebenza neqembu lama-Apache Hadoop. Amakhono okukhetha ku-Hadoop ukufakwa kweqoqo kanye nokuphathwa kanye ne-Hadoop Distributed File System (HDFS). Udinga ukushaya amaphesenti angaba ngu-70 ukudlula ukuhlolwa okuhlanganisa imibuzo engama-60 kumaminithi angu-90.
2. I-Cloudera Certified Professional: Idatha Scientist (CCP: DS)
Izivivinyo ezintathu zenza izifundo ezigcwele. Udinga ukuthatha konke okuthathu ngaphandle kwe-oda elithile ngaphakathi kwezinsuku ezingu-365. Amakhono avamile afaka ukukhishwa kwezici ezivela kumathasetha ngezinhlobo ezahlukene "zomsindo" - amaphutha, amarekhodi ayingxenye, noma amarekhodi amabi. Futhi uzosebenza nedatha egcinwe kuhla lwefomethi ezifana ne-JSON, i-XML, nedatha yokuxhuma kwedatha.
Izikhalazo zakha isisombululo sesayensi ye-data, futhi ukunemba, ukuqina, nokusabalalisa kuqinisekiswa ngokusebenzisa uhlelo lokubuyekezwa kontanga.
3. I-Cloudera Certified Professional Data Engineer
Bonisa amakhono ezobuchwepheshe abaqashi bafuna kakhulu ngalesi sitifiketi esakha kuhlelo lwe-CCP Data Scientist. Sebenza ezandleni zomhlaba, futhi usebenzise noma yiziphi amathuluzi okudingayo kwiqoqo ukuxazulula izinkinga zamakhasimende.
4. EMC Data Scientist Associate (EMCDSA)
Ungabamba iqhaza futhi unikele njengelungu lethimba lezesayensi emisebenzini emikhulu ngemuva kokuthola isitifiketi se-EMC. Ngamakhono akho, uzokwazi uku:
ukuhambisa i-Data Analytics Lifecycle
phinda inselelo yebhizinisi njengenselele yokuhlaziya
sebenzisa amasu okuhlaziya kanye namathuluzi ukuhlaziya idatha enkulu
dala onobuhle bokulinganisa
khetha ukubonwa kwedatha efanelekile
5. I-Analytics Professional Certified (CAP)
Udinga ukuhlangabezana nezimo zemfundo nesipiliyoni ukuze ubhalisele lesi sitifiketi. Lolu hlelo lugxila ezizindeni eziningana ezibalulekile zenqubo ye-analytics. Lokhu kufaka hlangana ukuhlela i-analytics neenkinga zebhizinisi, ukukhethwa kweendlela, ukwakha imodeli, nokuphathwa kwempilo.
6. I-HP Vertica Big Data Accredited Solutions Expert (ASE)
Sesha noma yiliphi ibhodi lomsebenzi we-tech, futhi kusobala ukuthi i-HP ye-Vertica Analytics Platform isetshenziswa kakhulu. Abaqondisi bezinqolobane ezibhekele izitifiketi eziqinisekisiwe futhi bahlola ikhono labo lokuxilonga nokuxazulula izinkinga. Futhi uba ngcono ekuthuthukiseni ukusebenza kwe-Vertica. Imisebenzi ethuthukisiwe ihlanganisa ukuhlelwa kwe-database kanye nokuklama kwendlela yokuqapha. Kukhona ukuhlolwa okusekelwe ngamafu okulandelwe ukuhlolwa okubhaliwe nge-Pearson VUE ukuhlolwa.
7. I-IBM Certified Solution Advisor: Big Data & Analytics V1
Lesi sitifiketi sibonisa ukuthi uqonda imibono eyisisekelo yedatha enkulu kanye ne-analytics. Uzokwazi ukubona izidingo zamakhasimende uphakamise izixazululo ezinhle kakhulu. Amakhono ahlanganisiwe yilezi:
- imigomo yokuklama ezixazululo ezinkulu ze-data kanye ne-analytics
- izakhiwo
- izinqubo
- ukuvuthwa nokutholwa kwezingane
Ulwazi lwezinto ze-IBM lunconywa kepha aludingekile. I-IBM Advisor Solution Advisor ye-Big Data ne-Analytics ikamu le-boot yezinsuku ezimbili lingakusiza ukulungiselela ukuhlolwa.
8. I-Oracle Business Intelligence (OBI): I-Foundation Suite 11g
Bonisa ukuthi ungayisebenzisa kanjani izixazululo ngemuva kokuba uthathe lolu hlelo oluwela ngaphansi komzila we-Oracle's Middleware neJava. Thuthukisa amakhono ukwakha nokufaka izixazululo ze-BI, ukwakha ama-dashboards e-BI, futhi uchaze izilungiselelo zokuphepha.
Inkambo ihloselwe amalungu e-Oracle Partner Network.
9. Izitifiketi ze-SAS
Noma yisiphi isitifiketi se-SAS sifanelwe ukunakekelwa. Ukuhlaziywa kwedatha, i-SAS inikeza isitifiketi se-Business Intelligence Developer (SAS 9). Ulwazi nolwazi lwe-SAS Enterprise Miner 13 kubalulekile kulabo abafuna ukhetho ukuba babe yi-SAS Certified Predictive Modeler. Abafundi kumele ba:
- ukwakha nokuhlola izindlela zokubikezela
- amaphuzu omusha wedatha
- lungisa idatha
Abafundi besitatimende bazoba nesithakazelo ekubeni yi-SAS Certified Statistical Business Analyst. Ukuguqulwa kwemithi, i-ANOVA, nokufanisa okulandelwayo kuhlolwa kulesi sivivinyo.
10. I-MCSE: I-Business Intelligence
Abantu abadlula izivivinyo bafanelekela njengeBI nabanjiniyela bokubika. Ubufakazi bukhombisa ukuthi unamakhono okuklama nokwakha izixazululo zedatha futhi uwasebenzisa enhlanganweni ngaphandle kwezinkinga. Kunezivivinyo ezinhlanu ezihlobene ne-Microsoft SQL Server 2012. Uma udlulisa izivivinyo ezintathu zokuqala ufaneleka njenge-Microsoft Certified Solutions Associate (MCSA) ngesitifiketi se-SQL Server 2012. Izivivinyo ezimbili zokugcina zithola i-MCSE: Isitifiketi seBusiness Intelligence.
11. I-Data Mining and Applications Certificate Graduate Certificate
Isitifiketi sezinga lesikolishi esivela ku-Standford University sethula imibono ebalulekile ekumineni kwedatha nokufunda komshini. Ibonisa ukuthi imiqondo ingasetshenziswa kanjani ebhizinisini, isayensi, nobuchwepheshe, futhi iphakama ngokuphezulu ngokuthandwa kanye nethemba lomsebenzi.
Isiphetho
Izinkampani zibhange ngemininingwane enkulu manje kunanini ngaphambili. Kodwa njengoba izikhala ezinkulu zedatha zanda futhi ziguqukela ngesivinini esisheshayo, izitifiketi zidinga ukuzivumelanisa. Izinhlelo eziningi ezingenhla zivuselela okuqukethwe kwazo njengoba izinguquko embonini zenzeka, futhi kuzodingeka uhlale njengamanje ngezikhathi zokuhlola kabusha ngezikhathi ezithile - ngokuvamile njalo eminyakeni emithathu. Kuyinto efanelekayo. Ukuthola isiqiniseko, kungakhathaliseki ukuthi kuyini insimu yakho, kubonisa abaqashi ukuthi unamakhono afanele, futhi ungawasebenzisa uma kubaluleke kakhulu.
Lesi sihloko selokhu savuselelwa nguLaurence Bradford .