Ngaba ujonge esona satifikethi sisimahla sohlalutyo lwedatha? ukuba uyayenza, ke isiqinisekiso sohlalutyo lwedatha ye-10 esidweliswe kweli nqaku yinto oyifunayo.
Isiqinisekiso sohlalutyo lwedatha yindlela entle yokuphucula ukuqhubeka kwakho, ukonyusa umsebenzi wakho, kwaye wenze iirandi ezimbalwa ezongezelelweyo. Inxalenye engcono? Awudingi ukuhlawulela isiqinisekiso.
Kukho izixhobo ezininzi ezoyikekayo zasimahla ezikhoyo kwi-Intanethi eziza kukunceda ufumane izakhono kunye nolwazi kwinkalo yohlalutyo lwedatha; ezinye zazo zikwabonelela ngesatifikethi.
Uhlalutyo lwedatha yinkqubo yokuvavanya iiseti zedatha ukwenzela ukuba wenze izigqibo malunga nolwazi oluquletheyo, ngokunyukayo ngoncedo lweenkqubo ezikhethekileyo kunye nesofthiwe.
Itekhnoloji yohlalutyo lwedatha kunye nobuchule busetyenziswa ngokubanzi kumashishini orhwebo ukwenza ukuba imibutho ikwazi ukwenza izigqibo zoshishino ezinolwazi oluthe kratya kunye noosonzululwazi kunye nabaphandi ukuqinisekisa okanye ukuchasa iimodeli zenzululwazi, ithiyori, kunye nengqikelelo.
Eli nqaku libonelela ngoluhlu lwezatifikethi eziphezulu ezili-10 zasimahla onokuzisebenzisa ukuphucula izakhono zakho kunye nomsebenzi. Sizibandakanye zombini iikhosi ze-intanethi kunye nomntu ngamnye iinkqubo zoqinisekiso lwe-intanethi. Kodwa ngaphambi kokuba utsibe kanye kuyo, makhe sifunde izinto ezimbalwa.
Isiqulatho
Nguwuphi umahluko phakathi kwekhosi yasimahla kunye nehlawulweyo yohlalutyo lwedatha?
Ke, siye safumanisa ukuba yintoni uhlalutyo lwedatha. Ungafumanisa njani ngakumbi?
Ukuthatha ikhosi yohlahlelo lwedatha yasimahla yeyona ndlela ibalaseleyo yokuvavanya amanzi kwaye ubone ukuba uyafuna ukuya nzulu na. Nangona kunjalo, kukho umahluko obalulekileyo phakathi kwezifundo zasimahla kunye nezihlawulwayo ekufuneka uyazi.
Apha ngezantsi kukho umahluko phakathi kwekhosi yohlalutyo lwedatha yasimahla kunye nehlawulelwayo:
1. Inqanaba leenkcukacha
Injongo yekhosi yasimahla idla ngokubonelela ngojongo olukwinqanaba eliphezulu ukuvavanya ukuba inkqubo epheleleyo ifanele ukuhlawulelwa. Iikhosi ezimfutshane zikulungele ukufumana isishwankathelo esibanzi sesifundo.
Okwangoku, inkqubo epheleleyo (ubuncinci, ilungile!) iya kukunika zonke izixhobo eziyimfuneko.
2. Ubude bekhosi
Izifundo zesiqinisekiso sohlalutyo lwedatha zasimahla (ziqhelekile, kodwa azisoloko) zimfutshane kakhulu kuba zidalwe “njengetreyila ye teaser.”
Zinokuhamba ngobude ukusuka kwiiyure ezimbalwa ukuya kwiintsuku ezimbalwa zexesha lokufunda. Nantoni na engaphezulu koko, kwaye ungene kwindawo yeenkqubo ezihlawulwayo. Kuxhomekeka kubuchule bokufunda, izifundo zinokuthabatha naphi na ukusuka kwiveki ukuya kwiinyanga ezininzi ukugqiba.
3. Inqanaba lenkxaso
Ukufunda ngokuzikhokela yinxalenye ephambili yeekhosi zasimahla. Okwangoku, iinkqubo ezipheleleyo zokuhlalutya idatha ziya kunika inkxaso ekhokelwayo ngendlela yomfundisi okanye umcebisi, kunye noncedo lokukhangela umsebenzi-umzekelo, ukulungiselela i-CV yomhlalutyi wedatha kunye nokuphuhlisa iphothifoliyo yedatha. Ezinye iikhosi ezibizayo kunye neenkampu zokuqalisa ziqinisekisa nomsebenzi.
5. Inqanaba lolwazi
Iikhosi zesiqinisekiso sohlalutyo lwedatha yasimahla zidla ngokujoliswa kwabo bangenawo kwaphela amava. Oku kuhle kakhulu ekufundeni iziseko.
Nangona kunjalo, xa sele ulungele ukuqhubela phambili, kuya kufuneka wenze umsebenzi wesikolo ongakumbi! Iiprogram ezihlawulweyo zinzima kakhulu, kodwa emva kokuba ugqibe enye, uya kuba nazo zonke izakhono (kunye neziqinisekiso) kufuneka uzibize ngokuba ngumhlalutyi wedatha onobuchule-kwaye ayisiyonto ikhosi yasimahla enokubonelela ngayo.
Uluhlu lweSatifikethi soHlalutyo lweDatha eBalaseleyo yaSimahla
Apha ngezantsi kukho uluhlu lweSatifikethi soHlahlo lweDatha sasimahla:
- I-Academy ye-Google Analytics-i-Google Analytics yabaQalayo
- Isatifikethi sobuNgcali beNzululwazi ye-IBM
- Uhlalutyo lweDatha kwikhosi emfutshane (CareerFoundry)
- Inzululwazi yeDatha yomntu wonke (Datacamp)
- Funda ukuKhowuda uHlahlelo lweDatha (VulaFunda)
- Izifundo zeNzululwazi yeDatha kwi-Intanethi (iYunivesithi yaseHarvard)
- Iikhosi zeNzululwazi yeNzululwazi (Dataquest)
- Ukubaliswa kwamabali okuHlalutya kweMpembelelo (edX)
- Iikhosi zeNzululwazi yeDatha (Alison)
- Ukuhlalutya kunye nokuJonga iDatha nge-Excel (edX).
I-10 yeSatifikethi esiHlelekileyo soHlalutyi lweDatha sabaQalayo, abaPhakathi, kunye neeNgcali
1. I-Academy ye-Google Analytics-i-Google Analytics yabaQalayo
I-Google Analytics yinkonzo kaGoogle yasimahla ehlalutya idatha kwiwebhusayithi yakho.
Ulwazi olubonelelwe nguGoogle Analytics luluncedo kakhulu ekumiseleni ukuba abantu bazibandakanya njani newebhusayithi yakho.
Ikunika ulwazi ngokuziphatha kwabasebenzisi kwiwebhusayithi, njengokuthi ngawaphi amaphepha abawandwendwele kwaye ixesha elingakanani, basuka phi (indawo yejografi), njalo njalo.
Unokuphucula ngokukhawuleza iwebhusayithi yakho usebenzisa olu lwazi ukubonelela ngamava angcono omsebenzisi.
Esinye seziqinisekiso ezidumileyo phakathi kweengcali zentengiso yedijithali sisiqinisekiso seDigital Analytics Fundamentals. Le khosi ifundisa iziseko ze-analytics zedijithali ngokumalunga neendlela ezahlukeneyo zokuthengisa.
Kuya kufuneka ugcwalise ikhosi ukuze ufumane isatifikethi sasimahla sohlalutyo lwedatha. Nokuba usisiqalo, uphakathi, okanye ungumdlali ophambili, uya kufumana ikhosi yenqanaba lakho.
2. Isatifikethi sobuNgcali beNzululwazi ye-IBM
ISatifikethi soBuchule beSatifikethi seNzululwazi ye-IBM yinkqubo yekhosi ye-intanethi enikwe yi-IBM nge-Coursera ebandakanya izifundo ezilithoba ze-intanethi kunye neeprojekthi zokukunceda uphuhlise izakhono zesayensi yedatha. Le kharityhulamu yoqeqesho lwe-intanethi ibandakanya zombini izifundo ezisisiseko kunye nenqanaba eliphezulu ukukunceda ukuba ube yingcali yesayensi yedatha.
Kwabaqalayo abafuna ukufunda ii-Days Analytics, i-IBM inikezela ngekhosi yoqinisekiso lwedatha yasimahla. Abathathi-nxaxheba bafumana isatifikethi ekupheleni kwekhosi yasimahla.
3. Uhlalutyo lweDatha kwikhosi emfutshane (CareerFoundry)
Ukuba ufuna ukwazisa okukhawulezileyo kuhlalutyo lwedatha, isiqinisekiso seCareerFoundy sasimahla sokuhlalutya idatha ikhosi emfutshane kulungile.
Xa ubhalisa, uya kuba nokufikelela kwiiklasi ezintlanu zemizuzu eyi-15, nganye igxile kwinkalo eyahlukileyo yenkqubo yohlalutyo lwedatha. Ikhosi ikunika isishwankathelo sohlalutyo lwedatha kwaye ikulungiselela ukuba ungene nzulu kwisifundo ukuba unqwenela njalo.
Akukho zindleko zifihliweyo, ngokungafaniyo nezifundo ezininzi ezikuluhlu lwethu, zenza oku kube yeyona ndlela iphantsi yoxinzelelo lwento yokuqala.
Ikhosi ibandakanya yonke into ukusuka kwiindidi ezahlukeneyo zeendima zohlalutyo lwedatha ukuya kuphononongo lwezixhobo kunye nobuchule obuya kufuna ukwakha ukuba ufuna ukulandela ikhondo lomsebenzi ebaleni, kwaye unokulindela ukufumana amava ngamava ngezinto ezisisiseko. yohlalutyo lwedatha.
Ukuba uyonwabela ikhosi emfutshane, iCareerFoundry ikwabonelela ngenkqubo ehlawulweyo ebanzi eya kukuthatha ukusuka ekuqaleni ukuya kumhlalutyi wedatha olungele umsebenzi, zonke zixhaswa yiCareerFoundry Job Guarantee.
4. Inzululwazi yeDatha yomntu wonke (Datacamp)
I-DataCamp ngumboneleli wekhosi yenzuzo ejongene nohlalutyo lwedatha.
Nangona kunjalo, imodyuli yabo yokuqala yesifundo seNzululwazi yeDatha (okanye isahluko') isimahla. Ithintela i-jargon yobugcisa kwaye ifanelekile kwabo batsha kwisifundo.
Ikhosi ibandakanya ukuhamba komsebenzi kwesayensi yedatha kwaye ichaza ukuba yintoni isayensi yedatha. Oku kuquka uqheliselo olubalaseleyo lokusebenzisana olunceda ukubeka umxholo ukuba uhlalutyo lwedatha lusetyenziswa njani ukusombulula iingxaki zehlabathi lokwenyani. Nangona kunjalo, xa ugqibile isahluko sokuqala, kuya kufuneka ubhalise ukuze ufikelele kumxholo owongezelelweyo.
5. Funda ukuKhowuda uHlahlelo lweDatha (VulaFunda)
Iqonga le-OpenLearn, elibonelelwa yiYunivesithi eVulekileyo yase-UK, lizele yimixholo ukusuka kwi-astrophysics ukuya kwi-cybersecurity kwaye, ngokuqinisekileyo, uhlalutyo lwedatha.
Iikhosi ezikwi-OpenLearn zaziwa kakhulu ngomgangatho wazo ophakamileyo, kwaye uninzi lwazo zisimahla. Kutheni ungafundi ukwenza ikhowudi xa sele ufundile kwiziseko ezingundoqo?
Funda kwiKhowudi yokuHlalutya kweDatha, ikhosi yasimahla yeekhowudi zeeveki ezisibhozo ezinikezelwa yi-OpenLearn, iya kukunika ukuqonda ngokucokisekileyo kwenkqubo esisiseko kunye neengcamango zohlalutyo lwedatha, kunye nokukwazi ukuphuhlisa i-algorithms elula yokuhlalutya kwindawo yokucwangcisa. Konke oku kugqitywe ngemisebenzi edibeneyo kunye nesatifikethi samahhala sokugqitywa ekugqibeleni. Ibhonasi!
6. Izifundo zeNzululwazi yeDatha kwi-Intanethi (iYunivesithi yaseHarvard)
Ngaba ukhe wanqwenela ukuqhayisa ngemfundo yakho yaseHarvard? Ngoku lithuba lakho lokuba ukhanye! Uninzi lwezifundo zohlalutyo lwedatha yeYunivesithi yaseHarvard ziyafumaneka simahla kwi-EdX. Phonononga izifundo ezisusela kulawulo lwedatha ukuya kuhlengahlengiso lomgca kunye nokufunda koomatshini.
Ngelixa ezi zifundo zifaneleka kakhulu kubantu abanolwazi lwangaphambili, zigubungela uluhlu olubanzi lwezihloko zeengcali kwaye zingene kubunzulu kakhulu kunobuninzi. iikhosi zasimahla.
Into engalunganga kuphela kukuba uninzi lwabo lufuna ukuzibophelela kwexesha elibalulekileyo, njengeeyure ezimbalwa veki nganye kwiiveki ezininzi ngokuchasene nekhosi yokuphahlazeka kwiiyure okanye iintsuku ezimbalwa. Ukuba ufuna isatifikethi sokugqiba, kuya kufuneka uhlawule kananjalo.
Nangona kunjalo, ukuba ufuna nje ukuphucula iitalente zakho, oku kuselukhetho olusebenzayo.
7. Iikhosi zeNzululwazi yeNzululwazi (Dataquest)
Banikezela ngoluhlu olubanzi lwezandla izifundo zezesayensi kwaye ungomnye umboneleli wemfundo othe ngqo kwidatha. Ngoxa i-Dataquest inemodeli yokubhalisa yenyanga, enye yomxholo wayo, njengeengxaki zokuziqhelanisa, ifumaneka mahhala.
Izifundo zicwangciswe ngokuluncedo ngumsebenzi kunye nobuchule (kunye nolwimi lokuprograma), ukuvumela ukuba ugxininise umyalelo wakho. Nangona kunjalo, ukuba ufuna ukufikelela ngaphandle kwentengiso okanye isatifikethi sokugqiba, kuya kufuneka uhlawulele umrhumo.
8. Ukubaliswa kwamabali okuHlalutya kweMpembelelo (edX)
Ukuba ukhululekile ukusebenza ngePower BI kunye neExcel, le khosi iya kukufundisa indlela yobuchule bokunxibelelana nezigqibo ezithatyathwe kwimiboniso kunye nohlalutyo ngesimbo. Yenza amabali ongeza ixabiso kubaphulaphuli bakho kwaye uvavanye iziphumo.
Abacebisi bakwanikezela ngeengcebiso zokwamkela ezona ndlela zilungileyo zokupholisha iingxelo zakho kunye nokulawula igumbi ngelixa uzihambisa.
9. Iikhosi zeNzululwazi yeDatha (Alison)
Uya kufumana iikhosi ezahlukeneyo zediploma kunye neziqinisekiso kule webhusayithi ye-e-learning, zonke zigxile kwizinto ezahlukeneyo zesayensi yedatha kunye nezihloko ezinxulumeneyo.
Ukuba ufuna ukuziqhelanisa nesigama kunye neekhonsepthi ezingundoqo, iinkqubo zenqanaba lentshayelelo zilukhetho olufanelekileyo. Kubantu abanamava, iindawo ezinje ngeemodeli zoqeqesho, ukubonwa, kunye nemigodi zezinye zeendlela zokuya kuzo.
10. Ukuhlalutya kunye nokuJonga iDatha nge-Excel (edX)
Esi siqinisekiso sohlahlelo lwedatha yasimahla sifuna ulwazi lwangaphambili lwezakhono zokuhlalutya ze-Excel kunye nokusebenza neenkcukacha zedatha okanye iifayile ezibhaliweyo njengento efunekayo.
Ukusuka apho, abaqeqeshi baya kukukhokelela kuhambo apho uya kufumana ubuchule bokungenisa idatha kwimithombo eyahlukeneyo, ukudibanisa, kunye nokuvelisa imodeli.
Ezi zifundo zilandelayo ziya kuthatha inyathelo phambili ngokwenza uhlalutyo kunye nokubonwayo kwiifayile ozilungisileyo.
Imibuzo Ebuzwa Rhoqo malunga neSatifikethi soHlahlo lweDatha
Zeziphi iintlobo zohlalutyo lweDatha?
Kukho iintlobo ezine zohlalutyo lwedatha: inkcazo, ukuxilongwa, ukuqikelela, kunye nokumisela. Uhlalutyo oluchazayo luphendula umbuzo wento eyenzekayo. Uhlalutyo lokuxilonga luzama ukuphendula ukuba kutheni kwenzeke. Uhlalutyo oluqikelelweyo lusebenzisa ubuchule obuninzi obuvela kwimigodi yedatha, izibalo, imodeli, ukufunda ngomatshini, kunye nobukrelekrele bokwenziwa ukuhlalutya idatha yangoku ukwenza uqikelelo malunga nekamva. Uhlalutyo olumiselweyo luhamba inyathelo elinye ukuya phambili kwaye lucebisa inyathelo elithile okanye licebisa isigqibo.
Yintoni uHlaziyo loDatha?
Uhlalutyo lwedatha yinkqubo yokuvavanya iiseti zedatha ukwenzela ukuba wenze izigqibo malunga nolwazi oluquletheyo, ngokunyukayo ngoncedo lweenkqubo ezikhethekileyo kunye nesofthiwe. Itekhnoloji yohlalutyo lwedatha kunye nobuchule busetyenziswa ngokubanzi kumashishini orhwebo ukwenza ukuba imibutho ikwazi ukwenza izigqibo zoshishino ezinolwazi oluthe kratya kunye noosonzululwazi kunye nabaphandi ukuqinisekisa okanye ukuchasa iimodeli zenzululwazi, ithiyori, kunye nengqikelelo.
Yintoni omele uyijonge kwikhosi yohlalutyo lwedatha yasimahla?
Imisebenzi yezandla ihlala incamathela engqondweni ngcono kunokufunda nje ithiyori. Fumana ikhosi ngezinto ezityebileyo, ezibandakanyayo. Awufuni ikhosi entsokothileyo kakhulu kubaqalayo, kwaye akufanele ukuba ibe yegeneric kangangokuba ayinamsebenzi kuwe. Ekugqibeleni, ikhosi emfutshane okanye yasimahla yohlalutyo lwedatha kufuneka yakhe ukuzithemba kwakho ukuze uqhubele phambili ukufunda.
Kutheni isatifikethi sohlalutyo lweDatha?
Xa ugqibezela isatifikethi sohlahlelo lwedatha yasimahla, sibonisa kubaqeshi ukuba ufumene izakhono eziphambili kule ndawo. Kwakhona kukunika ingcamango ecacileyo yeyiphi imimandla yolwazi kunye nobuchule ukuze usebenze ngokulandelayo.
Yintoni ukubaluleka kohlalutyo lwedatha?
I-Analytics inokunceda ukufumanisa ukuba kutheni into ethile yenzekile, iqikelele ukuba kuya kwenzeka ntoni kwaye ichaze eyona ndlela ilungileyo yokwenza. Ngaphambi kokufika kwedatha enkulu, idatha eninzi yayigcinwe kwiikhomputha zomntu ngamnye kwi-spreadsheets, iifayile ezibhaliweyo kunye nedatha. Ingxaki ngale ndlela yogcino yayikukuba kwakunzima ukufumana umbono womfanekiso omkhulu kuyo yonke idatha. Idatha enkulu yatshintsha yonke loo nto ngokudala indawo yokugcina ephakathi kuyo yonke ingcaciso yakho, okwenza kube lula ukusebenzisa izixhobo zohlalutyo kwidatha yakho.
Iingcebiso eziPhezulu
- IiMasters ezingama-20 ezigqwesileyo kwisayensi yedatha kwi-intanethi - inkqubo yokuBeka
- IiNkqubo ezili-15 eziBalaseleyo zoHlalutyo lweShishini kwiHlabathi
- Ezona Mfundo zikaRhulumente zasimahla kwi-Intanethi ezineZatifikethi
- IiNkqubo ezili-10 eziGqwesileyo zeSatifikethi se-Intanethi eTexas.
Okukwintsusa
Ngamafutshane, uninzi lweenkqubo zoqinisekiso lohlahlelo lwedatha ehlawulweyo zikholisa ukubonelela ngenkuthazo kunye neenzuzo ezifanayo, kunye nokugubungela uninzi lwezinto ezingundoqo ezifanayo.
Kungenxa yokuba bakhuphisana nezinye iinkqubo ezifanayo.
Izifundo zasimahla zesiqinisekiso sohlalutyo lwedatha, kwelinye icala, zinokwahluka kakhulu ngokubanzi. Ngenxa yokuba bengakhuphisani ngemali yakho, banokuhlangabezana neemfuno ezahlukeneyo zabafundi. Nangona kunjalo, kufuneka uqinisekise ukuba ezi khosi zigubungela umbandela ofuna ukufunda ngawo. Izifundo ezimfutshane ngamanye amaxesha zijolise kwizihloko ezithe ngqo.
Zama ukufumana lowo unomdla kuwe.