Koj puas xav tau ntawv pov thawj ua tus kws tshuaj ntsuam xyuas cov ntaub ntawv? Yog tias koj ua, ces koj yuav tsum pib nrog cov ntaub ntawv soj ntsuam cov ntawv pov thawj rau cov neeg pib tshiab thiab tom qab ntawd txav mus rau qib siab tom qab qee lub sijhawm tau txais cov kev paub hauv paus uas koj xav tau. Thiab kwv yees dab tsi, peb yuav pab koj nrog 10 saum toj kawg nkaus ntawm cov ntawv pov thawj uas tsim nyog rau koj hauv kab lus no.
Kev txheeb xyuas cov ntaub ntawv muaj qhov dav dav, thiab muaj ntau txoj haujlwm muaj nyob. Txawm li cas los xij, thaum koj thov rau txoj haujlwm, koj yuav tsum muaj cov ntaub ntawv pov thawj uas ua pov thawj koj qhov kev paub thiab kev txawj ntse.
Cov ntaub ntawv kws tshuaj ntsuam xyuas cov ntawv pov thawj yog cov ntawv pov thawj nrov uas muab los ntawm cov koom haum tshaj lij kom tau txais txoj haujlwm zoo tshaj plaws hauv kev lag luam cov ntaub ntawv txheeb xyuas. Tshaj dhau txoj hauv kev ua haujlwm hauv kev txheeb xyuas cov ntaub ntawv, kev thov rau cov kws tshaj lij tau lees paub kuj nce ntxiv.
Muaj ntau dua 75 lab txoj haujlwm muaj thiab tsuas yog 35,000 tus kws tshaj lij uas tau lees paub.
Qhov sib txawv loj ntawm qhov kev thov thiab cov khoom siv yog lub sijhawm zoo rau txhua tus neeg uas txaus siab dhia mus rau hauv lub ntiaj teb ntawm cov ntaub ntawv txheeb xyuas.
Yog hais tias koj yog ib tug beginner nyob rau hauv cov ntaub ntawv analytics, koj yuav tsum tau nrhiav rau cov chav kawm ntawv pov thawj zoo tshaj plaws. Xaiv ib chav kawm tsis yooj yim. Koj yuav tsum txheeb xyuas ntau yam ntawm chav kawm, nws cov txiaj ntsig, thiab qhov nws yuav ntxiv rau koj txoj haujlwm.
Yog li, tsab xov xwm no yuav pab koj nrhiav cov ntaub ntawv pov thawj kws tshuaj ntsuam xyuas rau cov pib tshiab thiab cov chav kawm pab tau zoo hauv kev pib koj txoj haujlwm ua tus kws tshuaj ntsuam xyuas cov ntaub ntawv.
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Taw qhia rau Data Analytics
Cov ntaub ntawv Analytics yog ib kab lus dav uas hais txog ntau yam kev txheeb xyuas cov ntaub ntawv. Txhua hom ntaub ntawv tuaj yeem raug rau Cov Txheej Txheem Kev Tshawb Fawb Txog Kev Tshawb Fawb txhawm rau tsim kom muaj kev nkag siab uas tuaj yeem siv los pab txiav txim siab.
Cov qauv thiab cov qauv tuaj yeem tshawb pom los ntawm kev siv cov ntaub ntawv analytics txoj hauv kev uas yuav txwv tsis pub poob rau hauv cov ntaub ntawv loj heev. Cov ntaub ntawv no tuaj yeem siv los txhim kho lub koom haum kev ua tau zoo tag nrho los ntawm kev ua kom zoo rau kev ua haujlwm.
Koj yuav tsum txheeb xyuas cov ntaub ntawv tau txais los ntawm ntau qhov chaw, ntxuav nws, thiab tom qab ntawd tig nws mus rau hauv cov ntaub ntawv txhais tau hauv Data Analytics. Cov ntaub ntawv tsis muaj qauv, tsis muaj qauv, lossis ib nrab cov ntaub ntawv tuaj yeem sau los ntawm ntau qhov chaw. Cov kab kos, daim duab, thiab lwm yam cuab yeej siv tau los piav txog qhov kawg tshwm sim.
Cov kws tshaj lij uas tuaj yeem pab cov tuam txhab hloov pauv cov ntaub ntawv nyoos rau hauv cov ntaub ntawv tseem ceeb uas tuaj yeem siv los txhawb kev lag luam kev loj hlob yog qhov xav tau siab.
Muaj ntau ntau txoj haujlwm sib txawv hauv Data Analytics, thiab ua tus kws tshuaj ntsuam xyuas cov ntaub ntawv pov thawj yog ib qho ntawm lawv. Nws tuaj yeem ua rau muaj kev ua haujlwm zoo heev.
Daim ntawv teev cov ntaub ntawv zoo tshaj plaws Analyst Certifications rau Beginners
Ua ntej koj pib ib qho ntawm cov ntaub ntawv pov thawj saum toj kawg nkaus rau cov neeg pib tshiab, koj yuav tsum xub nkag siab qhov txawv ntawm Cov Ntawv Pov Thawj thiab Cov Ntawv Pov Thawj; thaum lawv yuav suab zoo sib xws, muaj qhov sib txawv tseem ceeb ntawm lawv.
Daim ntawv pov thawj Kev Ntsuam Xyuas Cov Ntaub Ntawv qhia tau hais tias koj tau dhau qhov kev ntsuam xyuas tshwj xeeb thiab npaj txhij los ua haujlwm ntawm txoj haujlwm tshwj xeeb raws li cov qauv kev lag luam, thaum Daim Ntawv Pov Thawj Cov Ntaub Ntawv tsuas qhia tau tias koj tau ua tiav kev cob qhia hauv Data Analytics domain thiab tsis txhais hais tias. koj muaj ib qho kev qhia tshwj xeeb.
Cia peb mus sau cov ntawv pov thawj zoo tshaj plaws rau cov pib pib.
Hauv qab no yog ib daim ntawv teev cov ntaub ntawv Analyst Certification zoo tshaj plaws kom koj pib:
- Microsoft Cov Ntawv Pov Thawj: Cov Ntaub Ntawv Sib Koom Tes
- Microsoft Certified Azure Data Scientist Associate
- SAS Certified Base Programmer rau SAS 9
- Cloudera Daim Ntawv Cog Lus Koom Txheeb Ze
- Certified Associate Analytics Professional
- Analytics Professional Certification (CAP)
- Springboard Data Analytics Certification
- Certification of Professional Achievement in Data Sciences
- Simplilearn Certified Big Data Analyst (CBA)
- Data Analytics Professional Certificate (Google).
Sab saum toj 10 Data Analyst Certifications for Beginners
Hauv qab no yog qee qhov paub zoo Cov Ntaub Ntawv Tshawb Fawb Cov Ntawv Pov Thawj kom tau txais koj pib.
1. Microsoft Cov Ntawv Pov Thawj: Cov Ntaub Ntawv Sib Koom Tes
Ib qho ntawm cov ntawv pov thawj tseem ceeb tshaj plaws uas tuaj yeem pab koj dhau los ua Tus Kws Tshawb Fawb Cov Ntaub Ntawv Pov Thawj yog Cov Ntaub Ntawv Tshawb Fawb Cov Ntawv Pov Thawj.
Nws feem ntau tsom rau kev siv Power BI lub peev xwm los ua kom muaj txiaj ntsig zoo tshaj plaws ntawm lub tuam txhab cov ntaub ntawv cov cuab tam. Daim ntawv pov thawj Data Analytics no rau cov neeg pib tshiab qhia koj yuav ua li cas ntxuav thiab tswj cov ntaub ntawv nrog rau kev tsim thiab tsim cov qauv ntaub ntawv scalable.
Nyob rau hauv cov ntsiab lus ntawm Power BI, Associate Analysts muaj kev txawj ntse hauv kev npaj cov ntaub ntawv, cov qauv ntaub ntawv, kev pom cov ntaub ntawv, thiab kev txheeb xyuas cov ntaub ntawv. Cov neeg sib tw uas muaj kev paub dhau los ua haujlwm nrog Power BI yog cov neeg sib tw zoo tshaj plaws rau daim ntawv pov thawj no.
2. Microsoft Certified Azure Data Scientist Associate
Cov tib neeg uas xav kom tau txais kev txawj ntse hauv cov ntaub ntawv tshawb fawb thiab kev kawm tshuab ntawm Microsoft Azure yuav tsum ua raws li Azure Data Scientist Associate Certification.
Kev txhim kho thiab kev siv ntawm qhov chaw ua haujlwm txaus rau Azure cov ntaub ntawv tshawb fawb txog kev ua haujlwm yog ib qho ntawm cov haujlwm ntawm qhov haujlwm no.
Koj cob qhia kwv yees algorithms los ntawm kev sim nrog cov ntaub ntawv. Koj tseem yuav yog tus saib xyuas kev tswj hwm, ua kom zoo, thiab siv tshuab kev kawm ua qauv hauv thaj teb. Cov tib neeg yuav tsum xeem dhau DP-100, uas raug nqi $ 165, thiaj li yuav tau txais daim ntawv pov thawj. Muaj kev xaiv pub dawb thiab them nyiaj rau kev npaj rau daim ntawv pov thawj Data Analytics rau cov pib tshiab.
3. SAS Certified Base Programmer rau SAS 9
SAS yog ib qho ntawm cov cuab yeej nrov tshaj plaws siv los ntawm cov kws tshawb fawb cov ntaub ntawv thoob ntiaj teb.
Ib chav kawm ntawv pov thawj hauv SAS tuaj yeem pab koj txhim kho koj cov kev txawj ntse thiab ua lub cuab tam muaj txiaj ntsig rau txhua lub tuam txhab koj koom nrog. Daim ntawv pov thawj no muaj qhov tsim nyog yuav tsum muaj tsawg kawg yog 6 lub hlis ntawm kev paub hauv kev ua haujlwm. Qhov kev pab cuam no pab koj kawm paub siv SAS ua ib lub cuab yeej los sau cov kev pab cuam uas nkag mus thiab txheeb xyuas cov ntaub ntawv los ntawm ntau qhov chaw.
4. Cloudera Daim Ntawv Cog Lus Koom Txheeb Ze
Cloudera Certified Associate (CCA) Cov Ntaub Ntawv Tus Kws Tshuaj Ntsuam Xyuas Daim Ntawv Pov Thawj tso cai rau cov kws tshuaj ntsuam xyuas cov ntaub ntawv kom rho tawm thiab tsim cov ntawv ceeb toom ntawm Cloudera CDH ib puag ncig siv Hive thiab Impala.
Cov tib neeg uas dhau CCA Data Analyst Certification nkag siab yuav ua li cas txheeb xyuas cov ntaub ntawv hauv pawg siv Query Language Statements hauv Impala thiab Hive.
Lawv kuj txhim kho lawv cov ntaub ntawv qauv kev txawj ntse.
5. Certified Associate Analytics Professional
Tus Associate Certified Analytics Professional, los yog aCAP, yog ib qho kev xaiv rau ib tus kws tshaj lij kev tshuaj ntsuam xyuas nkag teb chaws uas tau txais kev cob qhia hauv cov txheej txheem tshuaj ntsuam xyuas tab sis tseem tsis tau txais kev paub ua haujlwm. Nws yog daim ntawv pov thawj nyob ib leeg uas ua rau Certified Analytics Professional (CAP) daim ntawv pov thawj ntawm qib siab tshaj.
Ib tug neeg uas tsim nyog tau txais aCAP yuav tsum muaj cov txuj ci hauv qab no:
- Masters nyob rau hauv ib qho kev ntsuam xyuas / cov ntaub ntawv program.
- Adherence rau analytics code ntawm ethics.
- Txheeb xyuas qhov muaj peev xwm ua tus kws tshaj lij analytics.
Ib tug neeg yuav tsum xeem dhau qhov kev xeem aCAP, uas suav tag nrho xya qhov chaw ntawm cov txheej txheem kev tshuaj ntsuam xyuas: Kev Lag Luam Teeb Meem Teebmeem, Kev Teeb Meem Teeb Meem, Cov Ntaub Ntawv, Kev Xaiv Txheej Txheem, Qauv Tsim, Kev xa tawm, thiab kev tswj lub neej, kom tau txais daim ntawv pov thawj aCAP. Nws los yog nws yuav tsum muaj tsawg tshaj li peb xyoos ntawm kev lag luam.
6. Analytics Professional Certification (CAP)
Certified Analytics Professional (CAP) yog qhov kev xaiv tsim nyog rau koj yog tias koj muaj kev paub zoo thiab kev paub txog kev ua haujlwm ntawm Kev Tshawb Fawb Cov Ntaub Ntawv thiab tab tom nrhiav rau qib siab Certification.
Cov Kws Tshaj Lij Tshaj Lij Tshaj Lij Tshaj Lij Tshaj Lij tau paub txog cov teeb meem kev lag luam, Cov teeb meem tshuaj ntsuam xyuas, thiab ntau yam txheej txheem analytical. Cov tib neeg uas tau ntawv pov thawj muaj peev xwm ntxiv xws li kev siv thiab kev tswj xyuas lub neej.
Certified Analytics Professional (CAP) daim ntawv pov thawj yog rau cov neeg uas xav ua haujlwm hauv cov ntaub ntawv txheeb xyuas. Nws yog ib daim ntawv pov thawj zoo rau cov pib tshiab.
Kev kuaj CAP suav nrog rau rau qhov kev tshuaj ntsuam xyuas xws li kev teeb meem kev lag luam, kev tshawb nrhiav cov ntaub ntawv tshawb fawb thiab kev pom, kev txheeb xyuas cov ntaub ntawv, kev ua qauv qhia, kev tshuaj ntsuam xyuas, thiab kev sib txuas lus ntawm cov txiaj ntsig analytic.
7. Springboard Data Analytics Certification
Springboard Data Analytics Certification yog tsim los rau cov neeg uas ua tau zoo hauv kev daws teeb meem thiab kev xav zoo.
Qhov no yog ib qho kawm online uas yog kev saib xyuas tag nrho thiab lav kev ua haujlwm lav.
Yog li ntawd, daim ntawv pov thawj no xav kom tus neeg sib tw muaj ob xyoos ntawm kev paub dhau los. Thaum koj koom nrog txoj haujlwm no, koj yuav raug xaiv ib tus kws cob qhia uas yuav pab koj raws koj txoj kev kawm. Nws suav nrog kev ua haujlwm raws li txoj haujlwm thiab Kev Tshawb Fawb Hauv Ntiaj Teb tiag tiag los tso koj cov ntaub ntawv Analytics kev paub rau qhov kev xeem.
Koj raug xa mus rau qhov kawg qhov project kom tiav qhov kev pab cuam, uas yog tshuaj xyuas los ntawm koj tus kws cob qhia, thiab thaum koj dhau qhov kev ntsuam xyuas, koj npaj txhij los ua Tus Kws Tshawb Fawb Cov Ntaub Ntawv.
8. Certification of Professional Achievement in Data Sciences
Columbia University's Certification of Professional Achievement in Cov Ntaub Ntawv Txuj Ci yog ib qho kev kawm tsis-degree, ib nrab hnub. Nws tau tsim los pab koj txhim kho koj cov ntaub ntawv tseem ceeb hauv kev paub txuj ci.
Daim ntawv pov thawj no yog tsim los rau cov tub ntxhais kawm uas yuav tsum ua kom tiav yam tsawg kawg ntawm 12 qhab nia hauv plaub chav kawm nram qab no: Algorithms for Data Science, Probability and Statistics for Data Science, Machine Learning for Data Science, thiab Kev Tshawb Fawb Cov Ntaub Ntawv Kev Tshawb Fawb Visualization.
Txhawm rau tso npe rau hauv daim ntawv pov thawj no, cov tub ntxhais kawm yuav tsum them Columbia Engineering tus nqi kawm ntawv (kwv yees $ 2196 ib daim credit) thiab $ 396 tsis them rov qab thev naus laus zis rau ib chav kawm.
9. Simplilearn Certified Big Data Analyst (CBA)
Lub Simplilearn CBA chav kawm npog tag nrho cov ntsiab lus tseem ceeb hauv Cov Ntaub Ntawv Loj suav nrog Hadoop, HDFS, MapReduce, Hive, Pig, HBase, Spark, Oozie, thiab lwm yam.
Nws tseem qhia cov tub ntxhais kawm ntawv hauv R programming lus thiab tshuab kev kawm uas pab lawv hauv kev rho tawm cov ntaub ntawv los ntawm cov ntaub ntawv loj. Cov chav kawm online no muab cov tub ntxhais kawm muaj peev xwm los tsim cov ntawv thov hauv lub sijhawm siv Apache Spark.
Hoob no cob qhia cov menyuam kawm ntawv hauv kev siv cov kev txheeb cais xws li SAS/R ntawm cov ntaub ntawv loj. Lawv tuaj yeem siv ntau yam cuab yeej xws li Tableau rau kev pom cov ntaub ntawv. Tom qab ua tiav cov chav kawm no, cov neeg sib tw tuaj yeem yooj yim thov rau cov chav kawm qib siab.
10. Data Analytics Professional Certificate (Google)
Tus Kws Tshuaj Ntsuam Xyuas Cov Ntaub Ntawv yog ib tus neeg saib xyuas kev sib sau, teeb tsa, thiab tshuaj xyuas cov ntaub ntawv. Tus kws tshuaj ntsuam xyuas cov ntaub ntawv pab hauv qhov pom kev sawv cev ntawm cov ntaub ntawv siv cov duab, kab kos, thiab cov duab.
Tsis tas li ntawd, lawv tsom mus rau txoj kev tshawb nrhiav kev dag ntxias thiab xyuas kom txhua yam ua haujlwm zoo.
Daim Ntawv Pov Thawj Kev Tshawb Fawb Cov Ntaub Ntawv tau tsim los ntawm Google los pab cov neeg uas xav paub txog cov ntaub ntawv tshawb fawb thiab tab tom nrhiav haujlwm hauv kev lag luam. computer science.
Daim ntawv pov thawj no zoo tagnrho rau cov tub ntxhais kawm uas xav nkag mus rau txoj haujlwm tab sis tsis muaj kev paub txog kev ua haujlwm ua ntej vim nws nyob rau theem pib. Qhov kev kawm ntawv pov thawj yim no tuaj yeem pab koj pib koj txoj haujlwm ua tus kws tshuaj xyuas cov ntaub ntawv ntawm sab xis.
Cov Lus Nug
Puas yog Data Analytics Science lossis kos duab?
Cov ntaub ntawv analytics yog kev tshawb fawb ntawm kev txheeb xyuas cov ntaub ntawv nyoos txhawm rau txiav txim siab txog cov ntaub ntawv ntawd. Ntau cov txheej txheem thiab cov txheej txheem ntawm cov ntaub ntawv tshuaj ntsuam xyuas tau ua haujlwm rau hauv cov txheej txheem thiab cov txheej txheem uas ua haujlwm dhau cov ntaub ntawv nyoos rau tib neeg noj.
Puas yog Data Analytics tseem ceeb?
Cov kws tshuaj ntsuam xyuas cov ntaub ntawv yog qhov tseem ceeb rau cov tuam txhab nrhiav kom rho tawm tus nqi los ntawm cov ntaub ntawv loj heev uas tau tsim hnub no. Cov kws tshaj lij no tuaj yeem hloov cov lej nyoos rau hauv cov ntaub ntawv tseem ceeb uas pab ua lag luam txiav txim siab paub.
Puas yog Data Analytics nyuaj?
Tab sis kev pib tuaj yeem nyuaj, tshwj xeeb tshaj yog tias koj tsis paub yuav pib qhov twg. Hmoov zoo, muaj ntau cov kev kawm online thiab ntawv pov thawj uas koj tuaj yeem coj los txhim kho koj qhov kev txawj ntse, thiab ntau ntawm lawv yog dawb lossis tus nqi qis.
Data Analyst Vs. Data Science
Cov kws tshuaj ntsuam xyuas cov ntaub ntawv kuj tseem hu ua cov kws tshawb fawb cov ntaub ntawv lossis cov kws tshuaj ntsuam xyuas kev lag luam. Cov kws tshaj lij no sau cov ntaub ntawv ntau thiab tshuaj xyuas kom pom tias ua haujlwm li cas thiab yuav tsum hloov pauv dab tsi. Kev kawm yuav pab koj paub txog kev txheeb xyuas cov ntaub ntawv, cov ntaub ntawv tshawb fawb, thiab cov cuab yeej programming los txhim kho koj txoj haujlwm. Data Analyst yog ib txoj haujlwm uas yuav tsum muaj ntau yam kev txawj ntse thiab koom nrog kev ua haujlwm nrog cov ntaub ntawv nyuaj.
Cov Lus Pom Zoo Tshaj Plaws
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xaus
Cov kws tshuaj ntsuam xyuas cov ntaub ntawv xav tau.
Raws li lub zej zog dhau los ua cov ntaub ntawv-tsav, cov tuam txhab xav tau cov neeg tuaj yeem paub cov lej, thiab lawv txaus siab them tus nqi them rau tus neeg raug.
Tsis tas li ntawd, thaum nws los txog rau khoom plig, cov nyiaj hli nruab nrab rau cov kws tshuaj ntsuam xyuas kev lag luam yog $ 72,000, raws li PayScale; Cov kws tshuaj ntsuam xyuas cov ntaub ntawv tau txais cov nyiaj hli nruab nrab ntawm $ 60,000, tab sis qee txoj haujlwm them nyiaj ntau dua.
Txawm li cas los xij, cov ntaub ntawv pov thawj kws tshuaj ntsuam xyuas tuaj yeem pab koj nkag mus rau hauv qhov chaw muaj txiaj ntsig no, lossis nce qib hauv koj lub luag haujlwm tam sim no.
