Kodi mukuyang'ana chiphaso chaulere chabwino kwambiri cha data analytics? ngati mungatero, ndiye kuti certification 10 ya data analytics yomwe talemba m'nkhaniyi ndi yomwe mukufuna.
Chitsimikizo cha data analytics ndi njira yabwino yosinthira kuyambiranso kwanu, kukulitsa ntchito yanu, ndikupanga ndalama zina zowonjezera. Gawo labwino kwambiri? Simufunikanso kulipira chiphaso.
Pali zida zambiri zaulere zomwe zilipo pa intaneti zomwe zingakuthandizeni kupeza luso ndi chidziwitso pazambiri za analytics; ena aiwo amaperekanso ziphaso.
Kusanthula kwa data ndi njira yowunika ma seti a data kuti athe kudziwa zambiri zomwe ali nazo, mokulirapo mothandizidwa ndi machitidwe ndi mapulogalamu apadera.
Ukadaulo ndi njira zowunikira ma data zimagwiritsidwa ntchito kwambiri m'mafakitale kuti mabungwe azipanga zisankho zodziwika bwino zamabizinesi ndi asayansi ndi ofufuza kuti atsimikizire kapena kutsutsa zitsanzo zasayansi, malingaliro, ndi malingaliro.
Nkhaniyi ili ndi mndandanda wa ziphaso 10 zapamwamba zaulere zomwe mungagwiritse ntchito kukulitsa luso lanu ndi ntchito yanu. Taphatikiza maphunziro a pa intaneti komanso payekhapayekha mapulogalamu apaintaneti a certification. Koma musanadumphire mmenemo, tiyeni tiphunzirepo zinthu zingapo.
M'ndandanda wazopezekamo
Kodi pali kusiyana kotani pakati pa maphunziro aulere ndi olipira data analytics?
Chifukwa chake, takhazikitsa zomwe data analytics ndi. Kodi mungadziwe bwanji zambiri?
Kutenga maphunziro aulere a data analytics ndi njira yabwino kwambiri yoyesera madzi ndikuzindikira ngati mukufuna kulowa mwakuya. Komabe, pali kusiyana kwakukulu pakati pa maphunziro aulere ndi olipidwa omwe muyenera kudziwa.
Pansipa pali kusiyana pakati pa maphunziro aulere ndi olipira data analytics:
1. Mulingo watsatanetsatane
Cholinga cha maphunziro aulere nthawi zambiri ndi kupereka chiwongolero chapamwamba kuti muwone ngati pulogalamu yonse ndiyofunika kulipirira. Maphunziro afupiafupi ndi abwino kuti mupeze chidule cha phunziro.
Panthawiyi, pulogalamu yathunthu (osachepera, yabwino!) idzakupatsani zida zonse zofunika.
2. Kutalika kwa maphunziro
Maphunziro a certification a data analytics aulere amakhala (nthawi zambiri, koma osati nthawi zonse) amakhala aafupi kwambiri chifukwa amapangidwa ngati "kalavani ya teaser."
Amatha kutalika kuyambira maola angapo mpaka masiku angapo a nthawi yophunzira. Chilichonse choposa icho, ndipo mwalowa mu gawo la mapulogalamu olipidwa. Malinga ndi kucholoŵana kwa phunzirolo, maphunziro angatenge kuyambira mlungu umodzi kapena miyezi yambiri kuti amalize.
3. Mlingo wa chithandizo
Kuphunzira modziwongolera ndi gawo lofunikira la maphunziro aulere. Pakalipano, mapulogalamu athunthu owunikira deta nthawi zambiri amapereka chithandizo chowongolera monga mphunzitsi kapena wotsogolera, komanso kuthandizidwa ndi kufufuza ntchito-mwachitsanzo, kukonzekera CV yowunikira deta ndikupanga mbiri ya deta. Maphunziro ena okwera mtengo ndi ma boot camps amatsimikiziranso ntchito.
5. Mulingo wa chidziwitso
Maphunziro a certification a data analytics aulere nthawi zambiri amangolunjika kwa omwe alibe chidziwitso. Izi ndi zabwino pophunzira zoyambira.
Komabe, mukakhala okonzeka kupita patsogolo, mudzafunika kuchita homuweki yowonjezereka! Mapulogalamu olipidwa ndi ovuta kwambiri, koma mukamaliza, mudzakhala ndi luso lonse (ndi zidziwitso) zomwe muyenera kudzitcha kuti ndinu katswiri wodziwa zambiri-ndipo sichinthu chaulere chomwe chingapereke.
Mndandanda wa Satifiketi Yabwino Kwambiri ya Data Analytics
Pansipa pali mndandanda wazidziwitso zaulere za Data Analytics zaulere:
- Google Analytics Academy - Google Analytics kwa Oyamba
- IBM Data Science Professional Certificate
- Data Analytics Short Course (CareerFoundry)
- Sayansi ya Data kwa Aliyense (Datacamp)
- Phunzirani Ma Code for Data Analysis (OpenLearn)
- Maphunziro a Sayansi Yapaintaneti (Harvard University)
- Maphunziro a Sayansi Yoyambira (Dataquest)
- Kufotokozera Nkhani za Analytics for Impact (edX)
- Maphunziro a Sayansi ya Data (Alison)
- Kusanthula ndi Kuwona Deta ndi Excel (edX).
Satifiketi 10 Yabwino Kwambiri Yaulere Kwa Oyamba, Apakati, ndi Akatswiri
1. Google Analytics Academy - Google Analytics kwa Oyamba
Google Analytics ndi ntchito yaulere ya Google yomwe imasanthula zomwe zili patsamba lanu.
Zambiri zomwe zaperekedwa ndi Google Analytics ndizothandiza kudziwa momwe anthu amachitira ndi tsamba lanu.
Zimakupatsirani zambiri zamakhalidwe a ogwiritsa ntchito patsamba, monga masamba omwe adayendera komanso nthawi yayitali bwanji, komwe adachokera (malo), ndi zina zotero.
Mutha kukhathamiritsa tsamba lanu mwachangu pogwiritsa ntchito chidziwitsochi kuti mupatse ogwiritsa ntchito bwino.
Chimodzi mwazofunikira kwambiri pakati pa akatswiri otsatsa digito ndi satifiketi ya Digital Analytics Fundamentals certification. Maphunzirowa amaphunzitsa zoyambira zaukadaulo wa digito pokhudzana ndi njira zosiyanasiyana zotsatsa.
Muyenera kumaliza maphunziro kuti mulandire satifiketi yaulere ya data analytics. Kaya ndinu woyamba, wapakatikati, kapena wosewera wapamwamba, mupeza maphunziro a msinkhu wanu.
2. IBM Data Science Professional Certificate
IBM Data Science Professional Certificate ndi pulogalamu yapaintaneti yoperekedwa ndi IBM kudzera ku Coursera yomwe imaphatikizapo maphunziro asanu ndi anayi apa intaneti komanso ma projekiti okuthandizani kukulitsa luso lanu la sayansi ya data. Pulogalamu yophunzitsira yapaintaneti iyi imaphatikizapo maphunziro oyambira komanso apamwamba kuti akuthandizeni kukhala katswiri wa sayansi ya data.
Kwa oyamba kumene omwe akufuna kuphunzira Days Analytics, IBM imapereka maphunziro aulere a certification a data analytics. Ophunzira amalandira satifiketi kumapeto kwa maphunziro aulere.
3. Data Analytics Short Course (CareerFoundry)
Ngati mukufuna kuyambitsa mwachangu kusanthula kwa data, CareerFoundy's free data analytics certification maphunziro ochepa ndizabwino.
Mukalembetsa, mudzakhala ndi mwayi wopita ku makalasi amphindi 15 amphindi zisanu, iliyonse ikuyang'ana mbali yosiyana ya ndondomeko ya kusanthula deta. Maphunzirowa amakupatsirani chidule cha kusanthula kwa data ndikukonzekeretsani kuti mulowe mozama pamutuwu ngati mukufuna.
Palibe ndalama zobisika, mosiyana ndi maphunziro ambiri omwe ali pamndandanda wathu, zomwe zimapangitsa kuti izi kukhala njira yabwino yochepetsera oyambira onse.
Maphunzirowa amakhudza chilichonse kuyambira pamitundu yosiyanasiyana ya ma analytics a data mpaka kuunikanso zida ndi maluso omwe mungafunikire kupanga ngati mukufuna kuchita ntchito yophunzirira, ndipo mutha kuyembekezera kudziwa zambiri pazofunikira. za data analytics.
Ngati mungasangalale ndi maphunzirowa, CareerFoundry imaperekanso pulogalamu yolipira yomwe ingakuchotsereni kuyambira koyambira kupita kwa katswiri wokonzekera ntchito, onse mothandizidwa ndi CareerFoundry Job Guarantee.
4. Sayansi ya Data kwa Aliyense (Datacamp)
DataCamp ndiwopereka maphunziro opeza phindu omwe amagwiritsa ntchito kusanthula kwa data.
Komabe, gawo lawo loyamba la Sayansi ya Data kwa Aliyense (kapena mutu') ndi laulere. Imapewa mawu aukadaulo ndipo ndi yabwino kwa omwe ali atsopano kumutuwu.
Maphunzirowa amakhudza momwe sayansi ya data imayendera komanso imatanthawuza kuti sayansi ya data ndi chiyani. Izi zikuphatikiza machitidwe ena abwino kwambiri omwe amathandizira kuwunikira momwe data analytics imagwiritsidwira ntchito kuthana ndi zovuta zenizeni. Komabe, mukamaliza mutu woyamba, muyenera kulembetsa kuti mupeze zowonjezera.
5. Phunzirani Ma Code for Data Analysis (OpenLearn)
Pulatifomu ya OpenLearn, yomwe imaperekedwa ndi Open University yaku UK, ili ndi mitu yambiri kuyambira astrophysics mpaka cybersecurity komanso, kusanthula kwa data.
Maphunziro a OpenLearn ndi odziwika bwino chifukwa chapamwamba, ndipo ambiri aiwo ndi aulere. Bwanji osaphunzira kulemba ma code mukamadziwa bwino zofunikira?
Phunzirani Ma Code for Data Analysis, maphunziro aulere a masabata asanu ndi atatu operekedwa ndi OpenLearn, akupatsirani kumvetsetsa bwino kwamapulogalamu oyambira ndi malingaliro owunikira deta, komanso kuthekera kopanga ma aligorivimu owunikira mosavuta pamalo opangira mapulogalamu. Zonsezi zimatsatiridwa ndi zochitika zochitirana komanso satifiketi yaulere yomaliza kumapeto. Bonasi!
6. Maphunziro a Sayansi Yapaintaneti (Harvard University)
Kodi mudafunapo kudzitamandira ndi maphunziro anu a Harvard? Tsopano ndi mwayi wanu wowala! Maphunziro ambiri a Harvard University of data analytics amapezeka kwaulere pa EdX. Yang'anani mitu kuyambira kusokoneza deta mpaka kutsata mizere ndi kuphunzira pamakina.
Ngakhale kuti maphunzirowa ndi oyenera kwa anthu omwe amadziwa kale, amaphunzira mitu yambiri yaukadaulo ndipo amazama mozama kuposa ambiri. maphunziro omasuka.
Choyipa chokha ndichakuti ambiri aiwo amafuna kudzipereka kwanthawi yayitali, monga maola angapo sabata iliyonse kwa milungu ingapo kusiyana ndi kugwa kwa maola angapo kapena masiku angapo. Ngati mukufuna satifiketi yomaliza, muyenera kulipira.
Komabe, ngati mukungofuna kukonza luso lanu, iyi ndi njira yabwino.
7. Maphunziro a Sayansi Yoyambira (Dataquest)
Iwo amapereka zosiyanasiyana manja pa maphunziro a sayansi ndipo ndi opereka maphunziro ena okhudzana ndi deta. Ngakhale kuti Dataquest ili ndi mtundu wolembetsa mwezi uliwonse, zina mwazomwe zili, monga zovuta zoyeserera, zimapezeka kwaulere.
Maphunziro amakonzedwa mothandizidwa ndi ntchito ndi luso (komanso chilankhulo chokonzekera), kukulolani kuti muyang'ane kwambiri maphunziro anu. Komabe, ngati mukufuna mwayi wopanda zotsatsa kapena satifiketi yomaliza, muyenera kulipira kuti mulembetse.
8. Kufotokozera Nkhani za Analytics for Impact (edX)
Ngati ndinu omasuka kugwira ntchito ndi Power BI ndi Excel, maphunzirowa akuphunzitsani luso lofotokozera mfundo zochokera pazowonera ndi kusanthula ndi kalembedwe. Pangani nkhani zomwe zimawonjezera phindu kwa omvera anu ndikuwunika zotsatira zake.
Alangizi amaperekanso malingaliro ogwiritsira ntchito njira zabwino zopukutira malipoti anu ndikuwongolera chipinda mukamapereka.
9. Maphunziro a Sayansi ya Data (Alison)
Mupeza maphunziro osiyanasiyana a dipuloma ndi ziphaso patsamba lino la e-learning, zonse zikuyang'ana pazinthu zosiyanasiyana za sayansi ya data ndi mitu yofananira.
Ngati mukufuna kudziwa tanthauzo la mawu ndi mfundo zazikuluzikulu, mapulogalamu oyambira ndi abwino. Kwa anthu odziwa zambiri, madera monga zitsanzo zophunzitsira, zowonera, ndi migodi ndi zina mwazosankha.
10. Kusanthula ndi Kuwona Deta ndi Excel (edX)
Chitsimikizo chaulere cha data analytics ichi chimafuna kudziwa zam'tsogolo za kuthekera kwa kusanthula kwa Excel ndikugwira ntchito ndi nkhokwe kapena mafayilo amawu ngati chofunikira.
Kuchokera kumeneko, alangizi adzakutsogolerani paulendo umene mudzapeza luso loitanitsa deta kuchokera kuzinthu zosiyanasiyana, kuziphatikiza, ndi kupanga zitsanzo.
Maphunziro otsatirawa apititsa patsogolo zinthu poyesa kusanthula ndi zowonera pamafayilo omwe mwakonza.
Mafunso Omwe Amafunsidwa Kawirikawiri Okhudza Chitsimikizo cha Data Analytics
Mitundu ya Data Analytics ndi chiyani?
Pali mitundu inayi ya kusanthula deta: yofotokozera, kufufuza, kulosera, ndi zolembera. Ma analytics ofotokozera amayankha funso la zomwe zidachitika. Diagnostic analytics amayesa kuyankha chifukwa chake zidachitika. Zolosera zam'tsogolo zimagwiritsa ntchito njira zambiri kuchokera ku migodi ya data, ziwerengero, ma modelling, kuphunzira pamakina, ndi luntha lochita kupanga kusanthula zomwe zikuchitika kuti athe kulosera zam'tsogolo. Kusanthula kwatsatanetsatane kumapitilira gawo limodzi ndikuwonetsa njira ina kapena kupangira chisankho.
Kodi data Analytics ndi chiani?
Kusanthula kwa data ndi njira yowunikira ma seti a data kuti athe kudziwa zambiri zomwe ali nazo, mokulirapo mothandizidwa ndi machitidwe ndi mapulogalamu apadera. Ukadaulo ndi njira zowunikira ma data zimagwiritsidwa ntchito kwambiri m'mafakitale kuti mabungwe azipanga zisankho zodziwika bwino zamabizinesi ndi asayansi ndi ofufuza kuti atsimikizire kapena kutsutsa zitsanzo zasayansi, malingaliro, ndi malingaliro.
Kodi muyenera kuyang'ana chiyani pamaphunziro aulere a data analytics?
Zochita zamanja nthawi zonse zimakhala bwino m'maganizo kuposa kungowerenga chabe. Pezani kosi yokhala ndi zinthu zopatsa chidwi. Simukufuna maphunziro omwe ndi ovuta kwambiri kwa oyamba kumene, komanso sayenera kukhala amtundu uliwonse kotero kuti alibe ntchito kwa inu. Pamapeto pake, maphunziro afupipafupi kapena aulere a data analytics akuyenera kukulimbikitsani kuti mupitilize kuphunzira kwanu patsogolo.
Chifukwa chiyani satifiketi ya data analytics?
Mukamaliza chiphaso chaulere cha data analytics, zimawonetsa olemba ntchito kuti mwapeza maluso ofunikira mderali. Zimakupatsiraninso malingaliro omveka bwino a madera a chidziwitso ndi ukatswiri womwe mungagwirepo.
Kodi kufunika kwa data Analytics ndi chiyani?
Ma Analytics atha kuthandizira kudziwa chifukwa chake china chake chachitika, kulosera zomwe zidzachitike komanso kupereka njira yoyenera yochitira. Asanabwere deta yaikulu, deta zambiri zinkasungidwa pamakompyuta pawokha m'maspredishithi, mafayilo amawu, ndi nkhokwe. Vuto ndi njira yosungirayi inali yoti kunali kovuta kupeza chithunzi chachikulu pa deta yonse. Deta yayikulu idasintha zonsezi popanga malo osungiramo zidziwitso zanu zonse, kupangitsa kuti zikhale zosavuta kugwiritsa ntchito zida zowunikira pa data yanu.
Malangizo Apamwamba
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- Maphunziro Apamwamba Aulere Aboma Paintaneti Okhala Ndi Ziphaso
- Mapulogalamu 10 Abwino Kwambiri pa Satifiketi Yapaintaneti ku Texas.
Mfundo yofunika
Mwachidule, mapulogalamu ambiri olipidwa otsimikizira za data analytics amakonda kupereka zolimbikitsa ndi zopindulitsa zomwezo, komanso amaphimba zambiri zomwezo.
Ndi chifukwa chakuti akupikisana ndi mapulogalamu ena ofanana.
Maphunziro a certification aulere a data analytics, kumbali ina, amatha kusiyana kwambiri. Chifukwa sakupikisana ndi ndalama zanu, amatha kukwaniritsa zofunikira zosiyanasiyana za ophunzira. Komabe, muyenera kuwonetsetsa kuti maphunzirowa akukhudza mutu womwe mukufuna kuphunzira. Maphunziro afupikitsa nthawi zina amakhala pamitu yodziwika kwambiri.
Yesani kupeza amene amakusangalatsani.