Kuna buƙatar takaddun shaida a matsayin mai nazarin bayanai? Idan kun yi haka, to kuna buƙatar farawa da takaddun shaida na nazarin bayanai don masu farawa sannan ku matsa zuwa matakin ci gaba bayan ɗan lokaci na samun ilimin tushen da kuke buƙata. Kuma ku yi tsammani menene, za mu taimaka muku da manyan guda 10 na waɗannan takaddun shaida waɗanda suka dace da ku a cikin wannan labarin.
Binciken bayanai yana da fa'ida mai yawa, kuma akwai damar aiki da yawa da ake samu. Koyaya, lokacin da kuke neman aiki, kuna buƙatar samun takaddun shaida wanda ke tabbatar da ilimin ku da ƙwarewar ku.
Takaddun shaida na nazartar bayanai shahararriyar shaidar ce da cibiyoyi masu sana'a ke bayarwa don samun babban aiki a masana'antar tantance bayanai. Haɓaka damar aiki a cikin nazarin bayanai, buƙatar ƙwararrun ƙwararrun ƙwararrun su ma suna ƙaruwa.
Akwai ayyuka sama da miliyan 75 da ke akwai kuma ƙwararrun ƙwararrun 35,000 kacal.
Wannan babban gibi tsakanin buƙata da wadata wata dama ce mai kyau ga duk waɗanda suke son tsalle cikin duniyar nazarin bayanai.
Idan kun kasance mafari a cikin nazarin bayanai, dole ne ku nema mafi kyawun darussan takaddun shaida. Zaɓin kwas ba shi da sauƙi. Kuna buƙatar bincika fannoni daban-daban na kwas ɗin, fa'idodinsa, da abin da zai ƙara wa aikinku.
Don haka, wannan labarin zai taimaka muku samun takardar shaidar tantance bayanan don masu farawa da darussan da ke da matukar taimako wajen fara aikin ku a matsayin manazarcin bayanai.
Teburin Abubuwan Ciki
Gabatarwa zuwa Binciken Bayanai
Binciken Bayanai jumla ce mai faɗi wacce ke nufin dabaru iri-iri na tantance bayanai. Duk wani nau'in bayanai za a iya ƙaddamar da dabarun Binciken Bayanai don samar da fahimtar da za a iya amfani da su don taimakawa wajen yanke shawara.
Za a iya gano abubuwa da tsari ta amfani da hanyoyin nazarin bayanai waɗanda in ba haka ba za su yi asara a cikin ɗimbin adadin bayanai. Ana iya amfani da wannan bayanan don inganta haɓakar ƙungiyar gaba ɗaya ta hanyar inganta ayyuka.
Dole ne ku bincika bayanan da aka samo daga tushe da yawa, tsaftace su, sannan ku juya su zuwa bayanan da ake iya fassarawa a cikin Bayanan Bayanai. Za a iya tattara bayanan da aka tsara, marasa tsari, ko ɓangarorin da aka tsara daga tushe masu yawa. Za a iya amfani da Charts, jadawalai, da sauran kayan aikin don nuna sakamako na ƙarshe.
Ƙwararrun da za su iya taimaka wa kamfanoni wajen canza danyen bayanai zuwa bayanan da suka dace waɗanda za a iya amfani da su don haifar da ci gaban kamfanoni suna cikin babban buƙata.
Akwai ayyuka daban-daban da yawa a cikin Binciken Bayanai, kuma kasancewar ƙwararren Manazarcin Bayanai yana ɗaya daga cikinsu. Zai iya haifar da damar aiki mai ban mamaki.
Jerin Mafi kyawun Takaddun Takaddun Bayanan Bayanai don Mafari
Kafin ka fara ɗayan manyan Takaddun Takaddun Bayanan Bayanai na masu farawa, dole ne ka fara fahimtar bambanci tsakanin Takaddun shaida da Takaddun shaida; alhali suna iya kama da kamanni, akwai babban bambanci a tsakanin su.
Takaddun Takaddun Bayanan Bayanan yana nuna cewa kun wuce takamaiman ƙima kuma kuna shirye don yin aiki akan takamaiman aikin aiki daidai da ka'idodin masana'antu, yayin da Takaddun Takaddun Bayanan Bayanai kawai ke nuna cewa kun kammala horo a cikin yankin Data Analytics kuma baya nuna hakan. kuna da takamaiman saitin fasaha.
Bari mu ci gaba da lissafa mafi kyawun takaddun shaida don farawa don farawa.
A ƙasa akwai jerin mafi kyawun Takaddun shaida na Analyst Data don farawa ku:
- Microsoft Certified: Mai Binciken Masana Bayanai
- Microsoft Certified Azure Data Scientist Associate
- SAS Certified Base Programmer don SAS 9
- Cloudera Certified Mataimakin Manajan Bayani
- Ƙwararrun Ƙwararrun Ƙwararru na Ƙwararrun Ƙwararru
- Takaddar Ƙwararrun Ƙwararru (CAP)
- Takaddun Takaddun Bayanan Bayanan Springboard
- Takaddamar Nasarar Ƙwararru a Kimiyyar Bayanai
- Babban Manazarcin Bayanai na Sauƙaƙe (CBA)
- Takaddar Ƙwararrun Ƙwararrun Bayanai (Google).
Manyan Takaddun Takaddun Bayanan Bayanai guda 10 don Mafari
A ƙasa akwai wasu sanannun Takaddun Takaddun Bayanan Bayanai don farawa.
1. Microsoft Certified: Mai Binciken Masana Bayanai
Ɗaya daga cikin takaddun shaida mafi mahimmanci da za su iya taimaka maka zama Certified Data Analyst shine Takaddar Haɗin Kan Bayanan Bayanai.
Da farko yana mai da hankali kan amfani da damar Power BI don haɓaka ƙimar kadarorin kamfani. Wannan Takaddar Takaddar Bayanai don masu farawa tana koya muku yadda ake tsaftacewa da sarrafa bayanai tare da ƙira da haɓaka ƙirar bayanai masu ƙima.
A cikin mahallin ikon bi, aboki masu sharhi ne gwani a shirye-shiryen bayanai, tsarin zane, gani da bayanan bayanai, da kuma nazarin bayanai. 'Yan takarar da ke da ƙwarewar da ta gabata suna aiki tare da Power BI sune ƙwararrun 'yan takara don wannan takaddun shaida.
2. Microsoft Certified Azure Data Scientist Associate
Mutanen da ke son samun ƙwararrun ƙwararrun batutuwa a cikin ilimin kimiyyar bayanai da koyon injin akan Microsoft Azure ya kamata su bi Takaddar Takaddar Masanin Kimiyyar Bayanan Azure.
Haɓakawa da aiwatar da ingantaccen yanayin aiki don ayyukan aikin kimiyyar bayanan Azure ɗaya ne daga cikin ayyukan wannan aikin.
Kuna horar da algorithms tsinkaya ta gwaji tare da bayanai. Hakanan zaku kasance mai kula da sarrafa, ingantawa, da tura samfuran koyo na inji a fagen. Dole ne daidaikun mutane su ci jarrabawar DP-100, wanda farashinsa ya kai $165, domin samun takaddun shaida. Akwai zaɓuɓɓukan kyauta da biyan kuɗi don shirya don wannan takaddar Takaddar Bayanai don masu farawa.
3. SAS Certified Base Programmer don SAS 9
SAS na ɗaya daga cikin shahararrun kayan aikin da masana kimiyyar bayanai ke amfani da su a duk duniya.
Kwas ɗin da aka ba da izini a cikin SAS na iya taimaka muku haɓaka ƙwarewar ku kuma ku zama kadara mafi mahimmanci ga kowane kamfani da kuka shiga. Wannan takaddun shaida yana da buƙatun samun ƙwarewar aƙalla watanni 6 a cikin shirye-shirye. Wannan shirin yana taimaka muku koyon yadda ake amfani da SAS azaman kayan aiki don rubuta shirye-shiryen da ke samun dama da tantance bayanai daga tushe daban-daban.
4. Cloudera Certified Mataimakin Manajan Bayani
Takaddun Takaddun Bayanan Bayanai na Cloudera Certified Associate (CCA) yana ba da damar masu nazarin bayanai don cirewa da samar da rahotanni kan yanayin Cloudera CDH ta amfani da Hive da Impala.
Mutanen da suka wuce Takaddar Takaddar Bayanan Bayanan CCA sun fahimci yadda ake nazarin bayanai a cikin tari ta amfani da Bayanan Harshen Tambaya a cikin Impala da Hive.
Suna kuma inganta fasahar tsarin bayanan su.
5. Ƙwararrun Ƙwararrun Ƙwararru na Ƙwararrun Ƙwararru
Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararru, ko aCAP, ƙididdiga ce don ƙwararrun nazarin matakin-shigarwa wanda ya sami horo a cikin tsarin nazari amma har yanzu bai sami gogewa mai amfani ba. Takaddun shaida ne kaɗai wanda ke kaiwa ga Ƙwararrun Ƙwararrun Ƙwararru (CAP) a matsayi mafi girma.
Mutumin da ya cancanci aCAP ya kamata ya sami waɗannan cancantar:
- Masters a cikin shirin nazari / bayanai.
- Riko da ka'idojin nazari.
- Tabbatar da cancanta a matsayin ƙwararriyar nazari.
Dole ne mutum ya ci jarrabawar aCAP, wanda ya ƙunshi duk fagage bakwai na tsarin nazari: Ƙirƙirar Matsalolin Kasuwanci, Ƙirƙirar Matsalolin Bincike, Bayanai, Zaɓin Hanyar, Ginin Samfura, Ƙarfafawa, da Gudanar da Rayuwa, don karɓar shaidar aCAP. Shi ko ita kuma yakamata ya kasance yana da ƙwarewar masana'antu kasa da shekaru uku.
6. Takaddar Ƙwararrun Ƙwararru (CAP)
Tabbacin Nazarin kwararru (hula) shine zaɓin da ya dace a gare ku idan kuna da ƙwarewar ilimi da kuma kwarewar-kan abubuwan da aka bincika bayanai kuma suna neman babban matakin farko.
Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararru suna da masaniya game da Matsalolin Kasuwanci, Matsalolin Nazari, da Daban-daban Hanyoyin Nazari. Mutanen da aka ba da takaddun shaida suna da ƙarin ƙwarewa kamar aiwatarwa da gudanar da zagayowar rayuwa.
Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararru (CAP) ce ga mutanen da ke son yin aiki a cikin nazarin bayanai. Yana da babban takaddun shaida ga masu farawa.
Jarrabawar CAP ta ƙunshi bangarori shida na nazari kamar tsara matsalolin kasuwanci, nazarin bayanan bincike da hangen nesa, ƙididdiga na ƙididdiga, ƙirar ƙididdiga, ƙididdigar ƙididdiga, da sadarwar sakamakon nazari.
7. Takaddun Takaddun Bayanan Bayanan Springboard
An tsara Takaddun Takaddun Takaddun Bayanai na Springboard don mutanen da suka yi fice wajen warware matsala da tunani mai mahimmanci.
Wannan wani makarantar kan layi wanda ke da cikakken kulawa kuma yana ba da garantin aiki.
Sakamakon haka, wannan takaddun shaida yana buƙatar ɗan takarar ya sami ƙwarewar ƙwararrun shekaru biyu. Lokacin da kuka shiga wannan shirin, za a ba ku jagora wanda zai taimake ku kan hanyar koyo. Ya haɗa da ayyukan tushen aiki da Nazarin Harka na ainihi don gwada ilimin Nazarin Bayanan ku.
An ba ku aikin ƙarshe don kammala shirin, wanda mai ba ku shawara zai duba, kuma da zarar kun ci nasara, kun shirya don zama Certified Data Analyst.
8. Takaddamar Nasarar Ƙwararru a Kimiyyar Bayanai
Takaddun Takaddun Nasara na Ƙwararrun Jami'ar Columbia a Kimiyyar Bayanai shiri ne mara digiri, na ɗan lokaci. An ƙirƙira shi don taimaka muku haɓaka ainihin ƙwarewar kimiyyar bayanan ku.
An tsara wannan takaddun shaida ga ɗalibai waɗanda dole ne su kammala mafi ƙarancin ƙididdiga na 12 a cikin darussa huɗu masu zuwa: Algorithms don Kimiyyar Bayanai, Yiwuwar da Ƙididdiga don Kimiyyar Bayanai, Koyon Injin don Kimiyyar Bayanai, da Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararru.
Don yin rajista a cikin wannan takaddun shaida, ɗalibai dole ne su biya kuɗin koyarwa na Injiniya na Columbia (kimanin $ 2196 kowace ƙiredit) da $ 396 da ba za a iya dawo da kuɗin fasaha a kowace hanya ba.
9. Babban Manazarcin Bayanai na Sauƙaƙe (CBA)
Darussan Simplilearn CBA ya ƙunshi duk mahimman batutuwa a cikin Babban Bayanai da suka haɗa da Hadoop, HDFS, MapReduce, Hive, Pig, HBase, Spark, Oozie, da sauransu.
Hakanan tana horar da ɗalibai a cikin yaren shirye-shirye na R da dabarun koyon injin da ke taimaka musu wajen fitar da bayanai daga manyan bayanai. Wannan kwas ɗin kan layi yana ba ɗalibai damar haɓaka aikace-aikacen lokaci-lokaci ta amfani da Apache Spark.
Wannan kwas ɗin yana horar da ɗalibai a cikin amfani da hanyoyin ƙididdiga kamar SAS/R akan manyan saitin bayanai. Suna iya amfani da kayan aiki daban-daban kamar Tableau don ganin bayanai. Bayan kammala wannan kwas, ƴan takara za su iya neman ƙwararrun azuzuwan cikin sauƙi.
10. Takaddar Ƙwararrun Ƙwararrun Bayanai (Google)
A Data Analyst shine wanda ke kula da tattarawa, tsarawa, da kimanta bayanai. Manazarcin bayanai yana taimakawa wajen wakilcin gani na bayanai ta amfani da jadawalai, jadawali, da adadi.
Bugu da ƙari, suna mai da hankali kan tsarin gano zamba da kuma tabbatar da cewa komai yana gudana da kyau.
Google ne ya tsara Takaddun Ƙwararrun Ƙwararrun Bayanai don taimakawa mutanen da ke sha'awar kimiyyar bayanai kuma suna neman aiki a fannin kimiyyan na'urar kwamfuta.
Wannan takardar shaidar ita ce manufa ga ɗaliban da suke son shiga sana'a amma ba su da ƙwarewar shirye-shirye na farko saboda yana a matakin asali. Wannan shirin satifiket na kwas takwas zai iya taimaka muku fara aikin ku a matsayin mai nazarin bayanai akan ƙafar dama.
Tambayoyin da
Shin Kimiyyar Nazarin Bayanai ce ko fasaha?
Data Analytics shine kimiyyar nazarin ɗanyen bayanai don yin yanke shawara game da wannan bayanin. Yawancin fasahohi da matakai na ƙididdigar bayanai an sarrafa su ta atomatik zuwa hanyoyin injiniya da algorithms waɗanda ke aiki akan ɗanyen bayanai don amfanin ɗan adam.
Binciken Bayanai yana da Muhimmanci?
Masu nazarin bayanai suna ƙara mahimmanci ga kamfanonin da ke neman cire ƙima daga ɗimbin bayanan da ake samarwa a yau. Waɗannan ƙwararrun za su iya juyar da ɗanyen lambobi zuwa bayanai masu amfani waɗanda ke taimaka wa kasuwanci yin yanke shawara.
Binciken Bayanai Yana da Wuya?
Amma farawa na iya zama da wahala, musamman idan ba ku san ta inda za ku fara ba. Abin farin ciki, akwai ɗimbin kwasa-kwasan kan layi da takaddun shaida waɗanda zaku iya ɗauka don haɓaka ƙwarewar ku, kuma yawancinsu kyauta ne ko kaɗan.
Analyst Data Vs. Kimiyyar Bayanai
Hakanan ana iya sanin masu nazarin bayanai da masana kimiyyar bayanai ko manazartan kasuwanci. Waɗannan ƙwararrun suna tattara bayanai masu yawa kuma suna bincika su don ganin abin da ke aiki da abin da ke buƙatar canzawa. Koyo zai taimake ka ƙware nazarin bayanai, kimiyyar bayanai, da kayan aikin shirye-shirye don haɓaka aikinka. Data Analyst aiki ne da ke buƙatar ƙwarewar fasaha da yawa kuma ya haɗa da aiki tare da hadaddun bayanai.
Manyan Shawarwari
- 15 Mafi kyawun Makarantun Injiniyan Software akan layi
- Yadda ake samun takardar shaidar kammala karatun sakandare ta yanar gizo cikin sauri
- 20 Diploma na Sakandare na kan layi kyauta ga Manya
- Makarantun Kan layi 10 waɗanda ke ba da Bikin Kuɗi da Kwamfutoci da sauri
- 20 Mafi kyawun Masters a kimiyyar bayanai akan layi.
Kammalawa
Ana buƙatar masu nazarin bayanai.
Yayin da al'umma ke ƙara yin amfani da bayanai, kamfanoni suna buƙatar mutanen da za su iya fahimtar lambobi, kuma suna shirye su biya kuɗi ga mutumin da ya dace.
Bugu da ƙari kuma, idan ya zo ga lada, matsakaicin albashi ga masu nazarin kasuwanci shine $ 72,000, bisa ga PayScale; Manazarta bayanai suna samun matsakaicin albashi na $60,000, amma wasu ayyukan suna biyan kuɗi da yawa.
Koyaya, ba da takardar shedar nazartar bayanai na iya taimaka muku shiga cikin wannan fage mai fa'ida, ko haɓaka matsayinku na yanzu.
