Puas yog koj tab tom nrhiav qhov zoo tshaj plaws pub dawb cov ntaub ntawv pov thawj analytics? Yog tias koj ua, ces 10 daim ntawv pov thawj cov ntaub ntawv pov thawj peb tau teev nyob rau hauv tsab xov xwm no yog qhov koj xav tau.
Daim ntawv pov thawj kev txheeb xyuas cov ntaub ntawv yog ib txoj hauv kev zoo los txhim kho koj qhov kev xav tau, txhawb koj txoj haujlwm, thiab ua ob peb nyiaj ntxiv. Qhov zoo tshaj plaws? Koj tsis tas yuav them rau daim ntawv pov thawj.
Muaj ntau cov kev pabcuam pub dawb uas muaj nyob hauv online uas yuav pab tau koj kom tau txais kev txawj ntse thiab kev paub hauv thaj chaw ntawm kev txheeb xyuas cov ntaub ntawv; ib txhia kuj muab ntawv pov thawj.
Cov ntaub ntawv analytics yog cov txheej txheem ntawm kev tshuaj xyuas cov ntaub ntawv teeb tsa txhawm rau txhawm rau txiav txim siab txog cov ntaub ntawv uas lawv muaj, nce ntxiv nrog kev pab ntawm cov tshuab tshwj xeeb thiab software.
Cov ntaub ntawv analytics technologies thiab cov tswv yim yog dav siv nyob rau hauv kev lag luam industries los pab cov koom haum los txiav txim siab kev lag luam paub ntau ntxiv thiab los ntawm cov kws tshawb fawb thiab cov kws tshawb fawb los txheeb xyuas lossis tsis lees paub cov qauv kev tshawb fawb, kev xav, thiab kev xav.
Kab lus no muab cov npe ntawm 10 daim ntawv pov thawj pub dawb uas koj tuaj yeem siv los txhim kho koj cov kev txawj thiab kev ua haujlwm. Peb tau suav nrog ob qho kev kawm online nrog rau tus kheej online daim ntawv pov thawj cov kev pab cuam. Tab sis ua ntej koj dhia mus rau hauv nws, cia peb kawm ob peb yam.
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Dab tsi yog qhov txawv ntawm chav kawm pub dawb thiab them nyiaj analytics?
Yog li, peb tau tsim cov ntaub ntawv analytics yog dab tsi. Koj yuav nrhiav tau li cas ntxiv?
Kev kawm cov ntaub ntawv tshawb xyuas dawb yog ib txoj hauv kev zoo los sim cov dej thiab txiav txim siab seb koj puas xav mus tob dua. Txawm li cas los xij, muaj ob peb qhov sib txawv ntawm cov chav kawm dawb thiab them nyiaj uas koj yuav tsum paub txog.
Hauv qab no yog qhov sib txawv ntawm chav kawm dawb thiab them nyiaj analytics:
1. Qib ntawm kev nthuav dav
Ib chav kawm pub dawb lub hom phiaj feem ntau yog los muab cov ntsiab lus ntawm qib siab los ntsuas seb qhov kev pab cuam tag nrho puas tsim nyog them rau. Cov chav kawm luv yog qhov zoo tagnrho rau kev tau txais cov ntsiab lus dav dav ntawm ib qho kev kawm.
Lub caij no, ib qho kev ua tiav (tsawg kawg, qhov zoo!) yuav muab tag nrho cov cuab yeej tsim nyog rau koj.
2. Hoob kawm ntev
Cov chav kawm pub dawb cov ntaub ntawv pov thawj cov ntaub ntawv pov thawj yog (feem ntau, tab sis tsis tas li) luv luv vim tias lawv tau tsim los ua "teaser trailer."
Lawv tuaj yeem nyob ntev li ob peb teev mus rau ob peb hnub ntawm lub sijhawm kawm. Dab tsi ntau tshaj qhov ntawd, thiab koj tau nkag mus rau thaj tsam ntawm cov kev pabcuam them nyiaj. Nyob ntawm qhov tsis sib xws ntawm qhov kev kawm, cov chav kawm tuaj yeem siv nyob qhov twg los ntawm ib lub lis piam mus rau ntau lub hlis kom tiav.
3. Qib kev txhawb nqa
Kev qhia tus kheej yog ib qho tseem ceeb ntawm cov chav kawm dawb. Lub caij no, tag nrho cov ntaub ntawv txheeb xyuas cov kev pabcuam feem ntau yuav muab kev txhawb nqa hauv daim ntawv ntawm tus kws qhia lossis tus kws cob qhia, nrog rau kev pabcuam nrhiav haujlwm-piv txwv li, npaj cov ntaub ntawv kws tshuaj ntsuam CV thiab tsim cov ntaub ntawv khaws cia. Qee cov chav kawm kim thiab khau raj txawm tias lav kev ua haujlwm.
5. Qib kev paub
Cov chav kawm pub dawb cov ntaub ntawv pov thawj cov ntaub ntawv pov thawj feem ntau yog tsom rau cov uas tsis muaj kev paub dhau los. Qhov no yog qhov zoo tshaj plaws rau kev kawm cov ntsiab lus.
Txawm li cas los xij, ib zaug koj npaj mus nce qib, koj yuav tsum tau ua homework me ntsis ntxiv! Cov kev them nyiaj yog qhov nyuaj dua, tab sis tom qab koj ua tiav ib qho, koj yuav muaj tag nrho cov peev txheej (thiab daim ntawv pov thawj) koj xav tau hu koj tus kheej tus kws tshuaj ntsuam cov ntaub ntawv muaj peev xwm - thiab qhov ntawd tsis yog ib qho kev kawm pub dawb tuaj yeem muab tau.
Daim ntawv teev cov ntaub ntawv pov thawj zoo tshaj plaws pub dawb Analytics
Hauv qab no yog cov npe ntawm cov ntaub ntawv pov thawj zoo tshaj plaws pub dawb Analytics:
- Google Analytics Academy - Google Analytics rau Beginners
- IBM Data Science Professional Certificate
- Data Analytics Short Course (CareerFoundry)
- Data Science rau Txhua Tus (Datacamp)
- Kawm kom Code rau Kev Ntsuam Xyuas Cov Ntaub Ntawv (OpenLearn)
- Cov Chav Kawm Online Data Science (Harvard University)
- Introductory Data Science Course (Dataquest)
- Analytics Storytelling rau Impact (edX)
- Cov chav kawm Data Science (Alison)
- Kev txheeb xyuas thiab pom cov ntaub ntawv nrog Excel (edX).
10 Qhov Zoo Tshaj Plaws Cov Ntaub Ntawv Tshawb Xyuas Cov Ntawv Pov Thawj Ua Haujlwm rau cov pib, nruab nrab, thiab cov kws tshaj lij
1. Google Analytics Academy - Google Analytics rau Beginners
Google Analytics yog ib qho kev pabcuam Google pub dawb uas txheeb xyuas cov ntaub ntawv ntawm koj lub vev xaib.
Cov ntaub ntawv muab los ntawm Google Analytics yog qhov muaj txiaj ntsig zoo hauv kev txiav txim siab seb tib neeg koom nrog koj lub vev xaib.
Nws muab cov ntaub ntawv rau koj ntawm cov neeg siv kev coj cwj pwm ntawm lub vev xaib, xws li nplooj ntawv twg lawv tau mus xyuas thiab ntev npaum li cas, lawv tuaj qhov twg (qhov chaw nyob), thiab lwm yam.
Koj tuaj yeem txhim kho koj lub vev xaib sai sai siv cov ntaub ntawv no los muab kev paub zoo dua rau cov neeg siv.
Ib qho kev tsim nyog tshaj plaws ntawm cov kws tshaj lij kev lag luam digital yog daim ntawv pov thawj Digital Analytics Fundamentals. Hoob no qhia txog cov hauv paus ntsiab lus ntawm kev txheeb xyuas digital uas cuam tshuam nrog ntau yam kev lag luam.
Koj yuav tsum ua kom tiav ib chav kawm thiaj li tau txais daim ntawv pov thawj cov ntaub ntawv pov thawj dawb. Txawm hais tias koj yog tus pib, nruab nrab, lossis qib siab ua si, koj yuav pom cov chav kawm rau koj qib.
2. IBM Data Science Professional Certificate
IBM Data Science Professional Certificate yog ib qho kev kawm online uas tau muab los ntawm IBM los ntawm Coursera uas suav nrog cuaj chav kawm online nrog rau cov haujlwm ua haujlwm los pab koj txhim kho koj cov ntaub ntawv kev tshawb fawb. Cov ntaub ntawv kawm online no suav nrog cov chav kawm theem pib thiab qib siab los pab koj dhau los ua tus kws tshaj lij cov ntaub ntawv tshawb fawb.
Rau cov neeg pib tshiab uas xav kawm Days Analytics, IBM muaj cov ntaub ntawv pov thawj pub dawb cov ntaub ntawv pov thawj. Cov neeg tuaj koom tau txais daim ntawv pov thawj thaum kawg ntawm chav kawm dawb.
3. Data Analytics Short Course (CareerFoundry)
Yog tias koj xav tau kev taw qhia ceev rau cov ntaub ntawv txheeb xyuas, CareerFoundy cov ntaub ntawv pov thawj pub dawb luv luv zoo heev.
Thaum koj tso npe, koj yuav nkag mus rau tsib chav kawm 15-feeb ntawm tes, txhua qhov tsom mus rau qhov sib txawv ntawm cov txheej txheem kev txheeb xyuas cov ntaub ntawv. Hoob no muab cov ntsiab lus dav dav rau koj txog kev txheeb xyuas cov ntaub ntawv thiab npaj koj mus tob rau hauv cov ncauj lus yog tias koj xav tau.
Tsis muaj cov nuj nqis zais, tsis zoo li ntau qhov kev kawm hauv peb daim ntawv teev npe, ua qhov no yog qhov kev xaiv zoo rau cov neeg tshiab tshiab.
Hoob no suav nrog txhua yam los ntawm ntau hom ntaub ntawv txheeb xyuas lub luag haujlwm rau kev tshuaj xyuas cov cuab yeej thiab lub peev xwm koj yuav tsum tau tsim yog tias koj xav mus ua haujlwm hauv kev ua haujlwm, thiab koj tuaj yeem cia siab tias yuav tau txais kev sib koom tes nrog cov hauv paus. ntawm cov ntaub ntawv analytics.
Yog tias koj txaus siab rau cov chav kawm luv luv, CareerFoundry tseem muaj cov kev pab them nqi kawm ntawv uas yuav coj koj los ntawm cov neeg pib mus rau cov ntaub ntawv npaj ua haujlwm, txhua tus txhawb nqa los ntawm CareerFoundry Job Guarantee.
4. Data Science rau Txhua Tus (Datacamp)
DataCamp yog ib lub chaw muab kev pabcuam nyiaj txiag uas tshwj xeeb hauv kev txheeb xyuas cov ntaub ntawv.
Txawm li cas los xij, lawv cov ntaub ntawv Science rau Txhua tus chav kawm thawj qhov qauv (lossis tshooj ') yog dawb. Nws zam cov jargon technical thiab zoo tagnrho rau cov neeg tshiab rau cov kev kawm.
Hoob no suav nrog cov ntaub ntawv tshawb fawb txog kev ua haujlwm zoo ib yam nrog rau kev txhais cov ntaub ntawv science yog dab tsi. Qhov no suav nrog qee qhov kev sib tham ua haujlwm zoo heev uas pab txhawm rau txheeb xyuas qhov kev txheeb xyuas cov ntaub ntawv siv los daws cov teeb meem tiag tiag hauv ntiaj teb. Txawm li cas los xij, thaum koj ua tiav thawj tshooj, koj yuav tsum tau sau npe yuav nkag mus rau cov ntsiab lus ntxiv.
5. Kawm kom Code rau Kev Ntsuam Xyuas Cov Ntaub Ntawv (OpenLearn)
Lub OpenLearn platform, uas yog muab los ntawm UK's Open University, yog jam-packed nrog cov ncauj lus xws li astrophysics mus rau cybersecurity thiab, ntawm chav kawm, cov ntaub ntawv analytics.
Cov chav kawm ntawm OpenLearn yog cov paub zoo rau lawv cov kev ua tau zoo, thiab ntau ntawm lawv kuj yog dawb. Vim li cas ho tsis kawm code ib zaug koj tau mastered cov hauv paus?
Kawm Code rau Kev Ntsuam Xyuas Cov Ntaub Ntawv, ib chav kawm dawb yim-lub limtiam coding uas muaj los ntawm OpenLearn, yuav muab rau koj kom nkag siab zoo txog kev ua haujlwm yooj yim thiab cov tswv yim tshuaj xyuas cov ntaub ntawv, nrog rau kev muaj peev xwm los tsim cov txheej txheem kev txheeb xyuas yooj yim hauv ib puag ncig programming. Tag nrho cov no yog topped nrog kev sib tham sib ua ub no thiab daim ntawv pov thawj pub dawb ntawm kev ua tiav thaum kawg. Ntxiv lawm!
6. Cov Chav Kawm Online Data Science (Harvard University)
Koj puas tau xav khav txog koj txoj kev kawm Harvard? Tam sim no yog koj lub sijhawm los ci! Ntau yam ntawm Harvard University cov chav kawm tshawb xyuas cov ntaub ntawv muaj pub dawb ntawm EdX. Tshawb cov kev kawm xws li kev tswj cov ntaub ntawv mus rau linear regression thiab machine learning.
Thaum cov kev kawm no yog qhov zoo tshaj plaws rau cov neeg uas muaj qee qhov kev paub dhau los, lawv npog ntau yam ntawm cov ncauj lus tshwj xeeb thiab nkag mus rau qhov tob tob dua li feem ntau. kawm pub dawb.
Qhov tsuas yog qhov tsis zoo yog tias ntau tus ntawm lawv xav tau lub sijhawm tseem ceeb, xws li ob peb teev hauv ib lub lis piam rau ob peb lub lis piam uas tsis yog kev sib tsoo hauv ob peb teev lossis hnub. Yog tias koj xav tau daim ntawv pov thawj tiav, koj yuav tau them ib yam.
Txawm li cas los xij, yog tias koj tsuas xav txhim kho koj cov txuj ci, qhov no tseem yog qhov kev xaiv siv tau.
7. Introductory Data Science Course (Dataquest)
Lawv muab ntau yam kev sib koom tes cov ntaub ntawv qhia science thiab yog lwm qhov chaw muab kev kawm tshwj xeeb. Thaum Dataquest muaj tus qauv sau npe txhua hli, qee qhov ntawm nws cov ntsiab lus, xws li teeb meem kev coj ua, muaj pub dawb.
Cov chav kawm muaj txiaj ntsig zoo los ntawm kev ua haujlwm thiab kev txawj ntse (nrog rau cov lus programming), tso cai rau koj tsom mus rau koj cov lus qhia. Txawm li cas los xij, yog tias koj xav tau kev tshaj tawm tsis pub dawb lossis daim ntawv pov thawj tiav, koj yuav tsum tau them nyiaj rau kev tso npe.
8. Analytics Storytelling rau Impact (edX)
Yog tias koj nyiam ua haujlwm nrog Power BI thiab Excel, chav kawm no yuav qhia koj paub yuav ua li cas paub txog kev sib txuas lus cov lus xaus los ntawm kev pom thiab kev tshuaj xyuas nrog cov qauv. Tsim cov dab neeg uas ntxiv tus nqi rau koj cov neeg tuaj saib thiab ntsuas cov txiaj ntsig.
Cov kws cob qhia kuj tseem muab cov lus qhia rau kev siv cov kev coj ua zoo tshaj plaws rau polishing koj cov ntaub ntawv thiab tswj cov chav thaum xa lawv.
9. Cov chav kawm Data Science (Alison)
Koj yuav pom ntau yam kev kawm tiav diploma thiab ntawv pov thawj ntawm lub vev xaib e-kev kawm no, txhua qhov tsom mus rau ntau yam ntawm cov ntaub ntawv tshawb fawb thiab cov ncauj lus ntsig txog.
Yog tias koj xav paub koj tus kheej nrog cov ntsiab lus thiab cov ntsiab lus tseem ceeb, cov kev qhia theem pib yog qhov kev xaiv tsim nyog. Rau cov neeg muaj kev paub dhau los, thaj chaw xws li cov qauv kev cob qhia, kev pom, thiab kev tsuas yog qee qhov kev xaiv mus rau.
10. Kev txheeb xyuas thiab pom cov ntaub ntawv nrog Excel (edX)
Daim ntawv pov thawj cov ntaub ntawv pub dawb no yuav tsum muaj kev paub ua ntej ntawm Excel lub peev xwm analytical thiab ua haujlwm nrog cov ntaub ntawv lossis cov ntawv nyeem raws li qhov yuav tsum tau ua ua ntej.
Los ntawm qhov ntawd, cov kws qhia yuav coj koj mus rau qhov chaw uas koj yuav tau txais kev paub zoo hauv kev xa cov ntaub ntawv los ntawm ntau qhov chaw, sib txuas, thiab tsim cov qauv.
Cov lus qhuab qhia hauv qab no yuav ua ib kauj ruam ntxiv los ntawm kev tsom xam thiab kev pom ntawm cov ntaub ntawv koj tau npaj.
Cov lus nug nquag nug txog Data Analytics Certification
Dab tsi yog hom Data Analytics?
Muaj plaub hom kev txheeb xyuas cov ntaub ntawv: piav qhia, kuaj mob, kwv yees, thiab sau ntawv. Kev piav qhia piav qhia teb cov lus nug ntawm qhov tshwm sim. Diagnostic analytics sim teb vim li cas nws tshwm sim. Predictive analytics siv ntau cov tswv yim los ntawm cov ntaub ntawv mining, txheeb cais, qauv, kev kawm tshuab, thiab kev txawj ntse txawj ntse los txheeb xyuas cov ntaub ntawv tam sim no los ua kev kwv yees txog yav tom ntej. Cov ntawv sau tshuaj ntsuam xyuas mus ib kauj ruam ntxiv thiab qhia qee qhov kev txiav txim lossis pom zoo rau kev txiav txim siab.
Dab tsi yog Qhov Kev Ntsuam Xyuas Ntaub Ntawv?
Cov ntaub ntawv analytics yog cov txheej txheem ntawm kev tshuaj xyuas cov ntaub ntawv teeb tsa txhawm rau txhawm rau txiav txim siab txog cov ntaub ntawv uas lawv muaj, nce ntxiv nrog kev pab ntawm cov tshuab tshwj xeeb thiab software. Cov ntaub ntawv analytics technologies thiab cov tswv yim yog dav siv nyob rau hauv kev lag luam industries los pab cov koom haum los txiav txim siab kev lag luam paub ntau ntxiv thiab los ntawm cov kws tshawb fawb thiab cov kws tshawb fawb los txheeb xyuas lossis tsis lees paub cov qauv kev tshawb fawb, kev xav, thiab kev xav.
Koj yuav tsum saib dab tsi hauv chav kawm dawb cov ntaub ntawv tshuaj ntsuam xyuas?
Kev ua haujlwm ntawm tes ib txwm nyob hauv lub siab zoo dua li kev nyeem kev xav yooj yim. Nrhiav ib chav kawm nrog cov khoom nplua nuj, koom nrog. Koj tsis xav tau ib qho kev kawm uas nyuaj heev rau cov neeg pib tshiab, los yog nws yuav tsum yog qhov dav heev uas nws tsis muaj txiaj ntsig rau koj. Thaum kawg, chav kawm luv luv lossis dawb cov ntaub ntawv tshuaj ntsuam xyuas yuav tsum tsim kom muaj koj txoj kev ntseeg siab los coj koj txoj kev kawm ntxiv.
Vim li cas daim ntawv pov thawj Data analytics?
Thaum koj ua tiav daim ntawv pov thawj cov ntaub ntawv pub dawb, nws qhia rau cov tswv ntiav tias koj tau txais cov txuj ci tseem ceeb hauv cheeb tsam no. Nws kuj tseem muab koj lub tswv yim meej txog cov kev paub thiab kev txawj ntse dab tsi los ua haujlwm rau yav tom ntej.
Dab tsi yog qhov tseem ceeb ntawm cov ntaub ntawv Analytics?
Analytics tuaj yeem pab txiav txim seb yog vim li cas ib yam dab tsi tshwm sim, kwv yees seb yuav tshwm sim li cas thiab sau cov lus pom zoo ntawm kev ua. Ua ntej qhov tshwm sim ntawm cov ntaub ntawv loj, cov ntaub ntawv feem ntau tau khaws cia rau hauv ib lub computer hauv cov ntawv nthuav qhia, cov ntaub ntawv ntawv, thiab cov ntaub ntawv. Qhov teeb meem nrog rau txoj kev khaws cia no yog qhov nyuaj kom tau txais daim duab loj ntawm txhua cov ntaub ntawv. Cov ntaub ntawv loj tau hloov txhua yam los ntawm kev tsim lub hauv paus chaw cia khoom rau tag nrho koj cov ntaub ntawv, ua kom yooj yim rau kev siv cov cuab yeej tshuaj ntsuam xyuas rau koj cov ntaub ntawv.
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cov kab hauv qab
Hauv cov ntsiab lus, ntau cov ntaub ntawv them nyiaj txheeb xyuas cov ntaub ntawv pov thawj zoo li muab cov kev txhawb siab zoo sib xws thiab cov txiaj ntsig, nrog rau npog ntau ntawm cov khoom tseem ceeb.
Qhov ntawd yog vim lawv tab tom sib tw nrog lwm cov kev pab cuam zoo sib xws.
Cov chav kawm pub dawb cov ntaub ntawv pov thawj cov ntaub ntawv pov thawj, ntawm qhov tod tes, tuaj yeem sib txawv ntau dua. Vim tias lawv tsis sib tw rau koj cov nyiaj ntsuab, lawv tuaj yeem ua raws li cov tub ntxhais kawm cov kev xav tau sib txawv. Txawm li cas los xij, koj yuav tsum xyuas kom meej tias cov kev kawm no suav nrog cov ntsiab lus koj xav kawm txog. Cov chav kawm luv yog qee zaum tsom rau cov ncauj lus tshwj xeeb.
Sim nrhiav ib qho uas koj nyiam.