Kodi mukufuna certification ngati data analyst? Ngati mutero, ndiye kuti muyenera kuyamba ndi certification ya analyst kwa oyamba kumene ndikupita kumlingo wapamwamba pakapita nthawi yodziwa zambiri zomwe mukufuna. Ndipo tangoganizani, tikhala tikukuthandizani ndi 10 apamwamba paziphaso izi zomwe zili zoyenera kwa inu m'nkhaniyi.

Ma data analytics ali ndi gawo lalikulu, ndipo pali mwayi wambiri wantchito womwe ulipo. Komabe, mukafunsira ntchito, muyenera kukhala nayo zikalata zomwe zimatsimikizira chidziwitso chanu ndi luso lanu.

Satifiketi yowunikira deta ndi chidziwitso chodziwika bwino choperekedwa ndi mabungwe akatswiri kuti apeze ntchito yapamwamba kwambiri pamakampani osanthula deta. Kuchulukitsa mwayi wantchito pakusanthula kwa data, kufunikira kwa akatswiri ovomerezeka kukuchulukiranso.

Pali ntchito zoposa 75 miliyoni zomwe zilipo komanso akatswiri ovomerezeka 35,000 okha.

Kusiyana kwakukulu kumeneku pakati pa kufunikira ndi kupereka ndi mwayi wabwino kwa onse omwe ali okonzeka kulumphira kudziko la kusanthula deta.

Ngati ndinu oyamba mu data analytics, muyenera kuyang'ana maphunziro abwino a certification. Kusankha maphunziro sikophweka. Muyenera kusanthula mbali zosiyanasiyana za maphunzirowo, mapindu ake, ndi zomwe zingakuwonjezereni pantchito yanu.

Chifukwa chake, nkhaniyi ikuthandizani kuti mupeze satifiketi yowunikira ma data kwa omwe angoyamba kumene komanso maphunziro othandiza kwambiri poyambitsa ntchito yanu yosanthula deta.

Chiyambi cha Data Analytics

Data Analytics ndi liwu lalikulu lomwe limatanthawuza njira zosiyanasiyana zowunikira deta. Mtundu uliwonse wa data ukhoza kutsatiridwa ndi njira za Data Analytics kuti apange zidziwitso zomwe zingagwiritsidwe ntchito popanga zisankho.

Makhalidwe ndi machitidwe amatha kupezedwa pogwiritsa ntchito njira zosanthula deta zomwe zikadatayika pakuchulukira kwa data. Izi zitha kugwiritsidwa ntchito kuti bungwe lizigwira bwino ntchito pokwaniritsa ntchito zake.

Muyenera kusanthula zomwe mwapeza kuchokera kuzinthu zingapo, kuziyeretsa, kenako ndikuzisintha kukhala zidziwitso zotanthauzira mu Data Analytics. Zosanjikiza, zosasinthika, kapena zosanjidwa pang'ono zitha kusonkhanitsidwa kuchokera kuzinthu zingapo. Ma chart, ma graph, ndi zida zina zitha kugwiritsidwa ntchito kuwonetsa zotsatira zomaliza.

Akatswiri omwe angathandize mabizinesi kusintha zinthu zosasinthika kukhala zidziwitso zoyenera zomwe zingagwiritsidwe ntchito poyendetsa kukula kwamakampani akufunika kwambiri.

Pali maudindo osiyanasiyana a ntchito mu Data Analytics, ndipo kukhala wovomerezeka wa Data Analyst ndi amodzi mwa iwo. Zingabweretse mwayi wodabwitsa wa ntchito.

Mndandanda wa Zitsimikizo Zapamwamba za Data Analyst kwa Oyamba

Musanayambe Zitsimikizo Zapamwamba za Data Analyst kwa oyamba kumene, muyenera kumvetsetsa kaye kusiyana pakati pa Zitsimikizo ndi Ziphaso; pamene zingamveke zofanana, pali kusiyana kwakukulu pakati pawo.

Chitsimikizo cha Data Analytics chikuwonetsa kuti mwapambana mayeso enaake ndipo mwakonzeka kugwira ntchito inayake molingana ndi miyezo yamakampani, pomwe Satifiketi ya Data Analytics imangowonetsa kuti mwamaliza maphunziro mu domain la Data Analytics ndipo sizitanthauza kuti muli ndi luso lapadera.

Tiyeni tipitilize kulemba ziphaso zabwino kwambiri za oyambira kuti ayambe.

Pansipa pali mndandanda wazidziwitso zabwino kwambiri za Data Analyst kuti muyambitse:

• Chitsimikizo cha Microsoft: Wothandizirana ndi Analyst
• Microsoft Certified Azure Data Scientist Associate
• SAS Certified Base Programmer ya SAS 9
• Cloudera Certified Associate Data Katswiri
• Certified Associate Analytics Professional
• Chitsimikizo cha Professional Analytics (CAP)
• Chitsimikizo cha Springboard Data Analytics
• Chitsimikizo cha Professional Achievement mu Data Science
• Simplilearn Certified Big Data Analyst (CBA)
• Satifiketi Yaukadaulo ya Data Analytics (Google).

Zitsimikizo Zapamwamba za 10 za Data Analyst kwa Oyamba

Pansipa pali ena odziwika bwino a Data Analytics Certification kuti muyambe.

1. Chitsimikizo cha Microsoft: Wothandizirana ndi Analyst

Chimodzi mwazinthu zofunika kwambiri zomwe zingakuthandizeni kuti mukhale Katswiri Wotsimikizika wa Data ndi Data Analyst Associate Certification.

Imayang'ana kwambiri kugwiritsa ntchito mphamvu za Power BI kukulitsa mtengo wazinthu zamakampani. Satifiketi ya Data Analytics iyi kwa oyamba kumene imakuphunzitsani momwe mungayeretsere ndikusintha deta komanso kupanga ndi kupanga mitundu ya data yowopsa.

Pankhani ya Power BI, Associate Analysts ali ndi luso lokonzekera deta, kufotokozera deta, kuwonetsa deta, ndi kusanthula deta. Omwe ali ndi chidziwitso cham'mbuyomu akugwira ntchito ndi Power BI ndi oyenera kulandira satifiketi iyi.

2. Microsoft Certified Azure Data Scientist Associate

Anthu omwe akufuna kupeza ukatswiri pazasayansi ya data ndi kuphunzira pamakina pa Microsoft Azure akuyenera kutsatira Chitsimikizo cha Azure Data Scientist Associate.

Kupanga ndi kukhazikitsa malo ogwirira ntchito okwanira asayansi ya data ya Azure ndi imodzi mwantchito za ntchitoyi.

Mumaphunzitsira zolosera poyesa ndi data. Mudzakhalanso ndi udindo woyang'anira, kukhathamiritsa, ndikuyika makina ophunzirira pamakina. Anthu ayenera kuchita mayeso a DP-100, omwe amawononga $165, kuti alandire certification. Pali zosankha zaulere komanso zolipirira pokonzekera satifiketi ya Data Analytics kwa oyamba kumene.

3. SAS Certified Base Programmer ya SAS 9

SAS ndi imodzi mwa zida zodziwika bwino zomwe asayansi azama data padziko lonse lapansi amagwiritsa ntchito.

Maphunziro ovomerezeka ku SAS atha kukuthandizani kukulitsa luso lanu ndikukhala chinthu chofunikira kwambiri ku kampani iliyonse yomwe mungalowe nawo. Chitsimikizochi chimafunikira kuti mukhale ndi chidziwitso cha miyezi 6 pakupanga mapulogalamu. Pulogalamuyi imakuthandizani kuti muphunzire kugwiritsa ntchito SAS ngati chida cholembera mapulogalamu omwe amapeza ndikusanthula deta kuchokera kumagwero osiyanasiyana.

4. Cloudera Certified Associate Data Katswiri

Cloudera Certified Associate (CCA) Data Analyst Certification imalola openda deta kuti atulutse ndi kupanga malipoti a chilengedwe cha Cloudera CDH pogwiritsa ntchito Hive ndi Impala.

Anthu omwe amapita ku CCA Data Analyst Certification amamvetsetsa momwe angasankhire deta mumagulu pogwiritsa ntchito Query Language Statements ku Impala ndi Hive.

Amathandiziranso luso lawo lopanga ma data.

5. Certified Associate Analytics Professional

Associate Certified Analytics Professional, kapena aCAP, ndi dzina la katswiri wofufuza yemwe waphunzitsidwa za kasamalidwe koma sanaphunzirepo kanthu. Ndi chiphaso chodziyimira chokha chomwe chimatsogolera ku Certified Analytics Professional (CAP) pamlingo wapamwamba kwambiri.

Munthu yemwe ali woyenera kulembetsa aCAP ayenera kukhala ndi ziyeneretso izi:

• Masters mu analytics / data program.
• Kutsatira malamulo a analytics of ethics.
• Lumikizani luso ngati katswiri wa analytics.

Munthu ayenera kupambana mayeso a aCAP, omwe amakhudza mbali zonse zisanu ndi ziwiri za ndondomeko ya analytics: Business Problem Framing, Analytics Problem Framing, Data, Methodology Selection, Model Building, Deployment, and Lifecycle Management, kuti alandire mbiri ya aCAP. Ayeneranso kukhala ndi zaka zosachepera zitatu zakuntchito zamakampani.

6. Chitsimikizo cha Professional Analytics (CAP)

Certified Analytics Professional (CAP) ndiye chisankho choyenera kwa inu ngati muli ndi chidziwitso chokhazikika komanso luso lodziwa zambiri popanga Data Analysis ndipo mukuyang'ana Chitsimikizo chapamwamba.

Certified Analytics Professionals ndi odziwa za Mavuto a Bizinesi, Mavuto Owunika, ndi Njira Zowunikira zosiyanasiyana. Anthu omwe ali ndi ziphaso ali ndi luso lowonjezera monga kukhazikitsa ndi kasamalidwe ka moyo.

Satifiketi ya Certified Analytics Professional (CAP) ndi ya anthu omwe akufuna kugwira ntchito yosanthula deta. Ndi chiphaso chabwino kwa oyamba kumene.

Mayeso a CAP amakhudza magawo asanu ndi limodzi a analytics monga kukonza zovuta zamabizinesi, kusanthula deta ndikuwonera, kuwerengera ziwerengero, kutengera molosera, kusanthula kwadongosolo, komanso kulumikizana kwa zotsatira zowunikira.

7. Chitsimikizo cha Springboard Data Analytics

Satifiketi ya Springboard Data Analytics idapangidwira anthu omwe amachita bwino pakuthana ndi mavuto komanso kuganiza mozama.

Izi ndi sukulu yapaintaneti yomwe imayang'aniridwa kwathunthu ndikutsimikizira chitsimikizo cha ntchito.

Zotsatira zake, chiphasochi chimafuna kuti wophunzirayo akhale ndi zaka ziwiri zaukadaulo. Mukalowa nawo pulogalamuyi, mudzapatsidwa mlangizi yemwe adzakuthandizani panjira yanu yophunzirira. Zimaphatikizapo ntchito zozikidwa pa projekiti ndi Zochitika zenizeni zapadziko lonse lapansi kuti muyese chidziwitso chanu cha Data Analytics.

Mwapatsidwa pulojekiti yomaliza kuti mumalize pulogalamuyi, yomwe imawunikiridwa ndi mlangizi wanu, ndipo mukangopambana, ndinu okonzeka kukhala Certified Data Analyst.

8. Chitsimikizo cha Professional Achievement mu Data Science

Chitsimikizo cha University of Columbia of Professional Achievement mu Sayansi ya Deta ndi yopanda digiri, pulogalamu yanthawi yochepa. Zapangidwa kuti zikuthandizeni kukulitsa luso lanu la sayansi ya data.

Chitsimikizochi chapangidwira ophunzira omwe ayenera kumaliza maphunziro osachepera 12 pamaphunziro anayi otsatirawa: Ma algorithms for Data Science, Probability and Statistics for Data Science, Kuphunzira Kwamakina kwa Sayansi Ya data, ndi Kuwona Zofufuza Zofufuza.

Kuti alembetse chiphasochi, ophunzira ayenera kulipira mtengo wamaphunziro a Columbia Engineering (pafupifupi $2196 pangongole iliyonse) ndi $396 yolipiritsa ukadaulo wosabweza pa kosi iliyonse.

9. Simplilearn Certified Big Data Analyst (CBA)

Maphunziro a Simplilearn CBA amakhudza mitu yonse yofunika mu Big Data kuphatikiza Hadoop, HDFS, MapReduce, Hive, Pig, HBase, Spark, Oozie, etc.

Imaphunzitsanso ophunzira chilankhulo cha pulogalamu ya R ndi njira zophunzirira zamakina zomwe zimawathandiza kuchotsa zambiri m'maseti akulu akulu. Maphunziro a pa intanetiwa amapatsa ophunzira mwayi wopanga mapulogalamu anthawi yeniyeni pogwiritsa ntchito Apache Spark.

Maphunzirowa amaphunzitsa ophunzira kugwiritsa ntchito njira zowerengera monga SAS/R pamaseti akulu akulu. Atha kugwiritsa ntchito zida zosiyanasiyana monga Tableau powonera deta. Akamaliza maphunzirowa, ofuna kulowa nawo atha kulembetsa mosavuta makalasi apamwamba.

10. Satifiketi Yaukadaulo ya Data Analytics (Google)

A Data Analyst ndi munthu amene amayang'anira kusonkhanitsa, kukonza, ndi kuwunika deta. Katswiri wa data amathandizira kuyimira kowonekera kwa data pogwiritsa ntchito ma graph, ma chart, ndi ziwerengero.

Kuphatikiza apo, amayang'ana kwambiri ntchito yozindikira zachinyengo ndikuwonetsetsa kuti zonse zikuyenda bwino.

Data Analytics Professional Certificate idapangidwa ndi Google kuti izithandiza anthu omwe ali ndi chidwi ndi sayansi ya data ndipo akufunafuna ntchito yokhudzana ndi data. sayansi ya kompyuta.

Chidziwitsochi ndi chabwino kwa ophunzira omwe akufuna kulowa nawo ntchitoyi koma alibe ukadaulo wamapulogalamu am'mbuyomu chifukwa ali pamlingo woyambira. Dongosolo la satifiketi yamaphunziro asanu ndi atatuyi litha kukuthandizani kuti muyambe ntchito yanu yosanthula deta paphazi lakumanja.

Mafunso Ofunsidwa Kawirikawiri

Kodi Data Analytics Science kapena Art?

Ma analytics a data ndi sayansi yosanthula deta yaiwisi kuti mutsimikize za chidziwitsocho. Njira zambiri zowunikira ma data zakhala zikugwiritsidwa ntchito pamakina ndi ma aligorivimu omwe amagwira ntchito pazambiri zomwe zimagwiritsidwa ntchito ndi anthu.

Kodi Data Analytics Ndi Yofunika?

Owunikira ma data ndi ofunikira kwambiri kwa makampani omwe akuyang'ana kuti atenge mtengo kuchokera kuzinthu zambiri zomwe zikupanga masiku ano. Akatswiriwa amatha kusandutsa manambala osasinthika kukhala zidziwitso zothandiza zomwe zimathandiza bizinesi kupanga zisankho mwanzeru.

Kodi Data Analytics Ndi Yovuta?

Koma kuyamba kungakhale kovuta, makamaka ngati simukudziwa koyambira. Mwamwayi, pali maphunziro ambiri apa intaneti ndi ziphaso zomwe mungatenge kuti muwongolere luso lanu, ndipo ambiri mwaiwo ndi aulere kapena otsika mtengo.

Katswiri wa Data vs. Sayansi ya Data

Osanthula deta amathanso kudziwika ngati asayansi a data kapena akatswiri abizinesi. Akatswiriwa amasonkhanitsa zambiri zambiri ndikuzisanthula kuti awone zomwe zikuyenda komanso zomwe zikufunika kusintha. Kuphunzira kudzakuthandizani kusanthula deta, sayansi ya data, ndi zida zamapulogalamu kuti mukweze ntchito yanu. Deta Analyst ndi ntchito yomwe imafuna luso lamakono komanso imaphatikizapo kugwira ntchito ndi deta yovuta.

Malangizo Apamwamba

• 15 Sukulu Zapamwamba Zapamwamba Zopanga Mapulogalamu Pa intaneti
• Momwe mungapezere diploma yovomerezeka ya sekondale pa intaneti mwachangu
• 20 Diploma Yaulere Yapa Sukulu Yasekondale ya Akuluakulu
• Sukulu 10 Zapaintaneti zomwe zimapatsa Macheke Kubweza ndi Malaputopu Mwachangu
• 20 Masters Opambana mu sayansi ya data pa intaneti.

Kutsiliza

Ofufuza deta akufunika.

Pamene anthu akukhala oyendetsedwa ndi deta, makampani amafunikira anthu omwe amatha kuzindikira manambala, ndipo ali okonzeka kulipira ndalama kwa munthu woyenera.

Kuphatikiza apo, zikafika pamalipiro, malipiro apakatikati a akatswiri azamalonda ndi $72,000, malinga ndi PayScale; openda deta amalandira malipiro apakatikati a $60,000, koma ntchito zina zimalipira kwambiri.

Komabe, certification ya Data analyst imatha kukuthandizani kuti mulowe mugawo lopindulitsali, kapena kuti mukweze gawo lomwe muli nalo.