Maphunziro 10 Apamwamba Aulere Paintaneti a Analytics

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maphunziro aulere a data analytics pa intaneti
maphunziro aulere a data analytics pa intaneti

Kodi pali maphunziro aulere a data analytics pa intaneti? Inde, alipo! Maphunzirowa sali opindulitsa chabe chifukwa ndi aulere, kapena chifukwa ali pa intaneti komanso amangodziyendetsa okha koma mukuganiza chiyani? Iwo ndi apamwamba!

Popeza kusanthula kwa data ndichinthu chofunikira kwambiri pabizinesi, pakufunika kukwera kwa akatswiri osanthula deta. Chisinthiko chaukadaulo ndi kuwonjezereka kwa tsiku ndi tsiku kwa zisankho zodalira deta zakhalanso phunziro lachidziwitso.

Mwadzidzidzi, kusanthula kwa data kumawoneka ngati nkhani yotentha, ndikukusiyani mukuganiza kuti ndi chiyani. Simufunikanso kuyang'ana mopitirira; World Scholars Hub ili ndi mayankho abwino kwambiri!

Kodi data Analytics ndi chiani?

Kusanthula kwa data ndi dzina lodziwika bwino la mitundu yosiyanasiyana ya kusanthula deta. Imakhudzana ndi kugwiritsa ntchito zidziwitso zomwe zilipo komanso njira zothetsera vuto linalake. Mwachidule, kusanthula deta kumakhudzana ndi kusanthula deta kapena ziwerengero mwadongosolo.

Kutengera kumvetsetsa ndi kugwiritsa ntchito njira za data, kusanthula kwa data kumafika pamapeto pomwe chisankho chogwira ntchito mwasayansi chimapangidwa. Mwasayansi m'lingaliro lakuti deta iyenera kuchitidwa masitepe ndi njira zosiyanasiyana chisankho chisanapangidwe.

Zidziwitso zamtundu uliwonse zitha kuchitidwa kusanthula kwa data chifukwa ndi chinsinsi cha kukhathamiritsa kwa magwiridwe antchito, kukulitsa phindu, komanso kupanga zisankho zolondola mubizinesi iliyonse.

Chinanso chokongola chokhudza kusanthula kwa data ndikusiyana kwa ntchito. Ndi ma analytics a deta, mukhoza kukhala katswiri wa deta, katswiri wa zamalonda, katswiri wa deta, katswiri wa deta, katswiri wa ntchito, woyang'anira polojekiti, kapena ma analytics a IT, kungotchulapo ochepa chabe.

Pali njira zingapo zomwe zimakhudzidwa pakusanthula deta, ndipo zonsezi ndizomwe zimakulitsa bizinesi. Iliyonse mwa magawo awa ili ndi chinsinsi chakuchita bwino kwabizinesi.

Kodi Njira Zomwe Zimaphatikizidwa mu Data Analytics ndi chiyani?

M'munsimu muli masitepe 4 omwe akukhudzidwa ndi kusanthula deta:

1. Ma analytics ofotokozera:

Kusanthula kofotokozera kumakhudza momwe bizinesi ikuyendera. Funso lomwe limafunsidwa kwambiri pakadali pano ndi "Kodi chikuchitika ndi chiyani mubizinesi yanu?"

Mu gawo ili la kusanthula deta, zambiri zakuya sizikufunika. Imayankha funso ngati pali kuyendetsa bwino kwa bizinesi kapena ayi. Choncho, yankho nthawi zambiri silikhala latsatanetsatane.

2. Diagnostic analytics:

Ichi ndi sitepe pambuyo pa kusanthula kofotokozera. Diagnostic analytics imalimbana ndi zomwe zimayambitsa vuto. Funso lomwe lafunsidwa panthawiyi nthawi zonse limayamba ndi a chifukwa. Mwachitsanzo: "N'chifukwa chiyani izi zikuchitika ku bizinesi yanu?"

Ndi chidziwitso chatsatanetsatane cha bizinesi, vuto la "chifukwa" limawonekera. Gawoli limathandizira kuzindikira zovuta zamabizinesi.

3. Zolosera zam'tsogolo:

Ichi ndi sitepe pambuyo pofufuza matenda. Mu analytics zolosera, ziwerengero zam'mbuyomu ndi ma algorithms amagwiritsidwa ntchito kupereka malingaliro. Funso lomwe limafunsidwa pafupipafupi panthawiyi ndilakuti "ndi chiyani chomwe chingachitike mtsogolomu?"

Njirayi imachokera pazochitika ndi machitidwe pazaka zambiri. Amagwiritsidwa ntchito kuti adziwe ngati chikhalidwe china chidzachitikanso. Zimathandizanso kupereka malingaliro abwino omwe alipo pazochitika zamtsogolo.

4. Ma analytics okhazikika:

Ichi ndi sitepe pambuyo zolosera analytics. Kusanthula kwatsatanetsatane kumatsimikizira chisankho chabwino kwambiri chochita. Derali limathandizira kuyankha funso la "Zoyenera kuchita?"

Imasankha zoyenera kuchita ndi zomwe sitiyenera kuchita. Izi zitha kugwiritsidwa ntchito kulangiza ogwiritsa ntchito pazotsatira zomwe zingatheke komanso zomwe ziyenera kuchitidwa kuti bizinesiyo ikwaniritse bwino kwambiri. Panthawiyi, ngakhale poyang'anizana ndi kusatsimikizika, chisankho choyendetsedwa ndi deta chimapangidwa.

Zomwe Muyenera Kuziyang'ana Mukasankha Kosi Yaulere Yaulere Yapaintaneti ya Data Analytics

Kusankha maphunziro oyenera kwambiri kwa inu ndi ntchito yambiri kuposa momwe mukuganizira. Zinthu zina ziyenera kuganiziridwa musanalembetse maphunziro a pa intaneti.

Pansipa pali zinthu zina zofunika kuziganizira posankha maphunziro aulere pa intaneti a analytics:

1. Kudalirika ndi mavoti:

Izi ziyenera kuyang'aniridwa musanasankhe maphunziro aliwonse. Izi zikuphatikizapo ndemanga zoperekedwa ndi ophunzira omwe adaphunzirapo kale. Imatsimikizira kuchuluka kwa maphunziro omwe angakhale odalirika. Simukufuna kulowa nawo pamaphunzirowa ndipo potsatira mzerewo muzindikire kuti ili ndi mavoti a 1.0. Inu simukanakonda izo, chabwino?

2. Kutalika kwamaphunziro:

Maphunziro a pa intaneti amatha kukhala akanthawi kochepa (maola angapo mpaka masabata) kapena atali (miyezi mpaka zaka). Kutalika kwa maphunzirowo kumadalira kupezeka kwanu komanso mulingo womvetsetsa. Nthawi zambiri, maphunziro anthawi yayitali nthawi zambiri amakhala atsatanetsatane poyerekeza ndi maphunziro anthawi yayitali.

3. Kukula:

Maphunziro a pa intaneti ndi oyambira osiyanasiyana, apakatikati, komanso apamwamba, pomwe ena ndi mndandanda wokhala ndi magawo onsewa. Maphunziro ena amafuna kuti mukhale ndi chidziwitso choyambirira musanalowe maphunzirowo.

Posankha maphunziro a analytics, sankhani maphunziro oyenera kwambiri pamaphunziro anu apano.

4. Kufikira kwamaphunziro:

Maphunziro ena aulere amapezeka pakapita nthawi (opezeka kwakanthawi) pomwe ena amapezeka kwa moyo wawo wonse. Kusankha maphunziro ofikika kwamuyaya ndikwabwino kwambiri chifukwa mutha kubwereranso kwa iwo nthawi zonse ngati simukudziwa bwino za phunzirolo.

5. Mapulogalamu othandizira ndi othandizira:

Pali zochotsera zina m'masukulu ambiri aulere ndipo zochotsa izi zimaphatikizapo ziphaso zamaphunziro, chithandizo, ndi mapulogalamu aulangizi. Zina mwamapulogalamu othandizira ndi upangiri awa ndi monga nsanja zokambira, malo ophunzirira amoyo, ndi zida zoyeserera.

Ngakhale kusiya izi, thandizo lazachuma ndi njira ina mwa maphunzirowa.

6. Satifiketi yogawana ndi thandizo lazachuma:

Satifiketi yoperekedwa mukamaliza maphunzirowo imakhala ngati umboni waukadaulo. Ngakhale nsanja zambiri zophunzirira pa intaneti zimafunikira chizindikiro kuti mupeze satifiketi yogawana nawo pomwe nsanja zina zimapereka thandizo lazachuma kwa ophunzira omwe akufuna kuphunzira maphunzirowa kwaulere ndikukhalabe ovomerezeka. Onetsetsani kuti mwawona ngati thandizo lazachuma likupezeka ngati ziphaso sizili zaulere.

Kodi Maphunziro Apamwamba Aulere Paintaneti a Data Analytics ndi ati?

Pansipa pali maphunziro apamwamba aulere pa intaneti a analytics:

Maphunziro 10 Apamwamba Aulere Paintaneti a Analytics

1. Maphunziro Afupi a Data Analytics

  • Zabwino kwa:  Oyamba
  • mlingo: 4.84 kuchokera 5
  • Nthawi: Mphindi 15 tsiku lililonse
  • Chigawo: Ntchito Foundry.

Maphunziro afupikitsa a Data Analytics ndikuyambitsa kothandiza pakusanthula deta. Mu maphunzirowa, muyamba ndi kuyeretsa ndikumaliza ndi zowonera (kuphatikiza ma chart ndi ma graph), ndi zidziwitso zazikulu. Kuti mumvetse bwino, deta yeniyeni idzagwiritsidwa ntchito kuthetsa nkhani zamalonda.

Maphunzirowa ali ndi mawu oyambira pazambiri, komanso ali ndi zochitika zina. Tsiku lililonse, mumalandira maphunziro 5 a tsiku ndi tsiku paokha mkati mwa mphindi 15.

Phunziro lirilonse liri ndi zosakaniza zoyambira mavidiyo, maphunziro olembedwa, ntchito zogwira ntchito, ndi mafunso oyankhulana. Lili ndi mawu oyambira kusanthula deta komwe ndi kafukufuku wathunthu wokhudza kuyeretsa deta, kuwona, ndi kuzindikira komaliza.

2. Kumvetsetsa Data Science

  • Zabwino kwa: Oyamba
  • mlingo: Osanenedwa
  • Nthawi: hours 2
  • Chigawo: Datacamp.

Kumvetsetsa Data Science kudzakulitsa chidziwitso chanu cha sayansi ya data, chilankhulo cha makina, kuyang'ana kwa data, uinjiniya wa data, ndi makina apakompyuta. Maphunzirowa ali ndi makanema 15 ndi masewera olimbitsa thupi 48.

M'maphunzirowa, muphunzira zoyambira za sayansi ya data, kusonkhanitsa deta, kusungirako, kukonzekera, kufufuza, kuwona, kuyesa, ndi kulosera.

Muphunziranso kutanthauzira kwa data ndikuphatikizidwa m'moyo watsiku ndi tsiku. Komanso, mudzaphunzitsidwa ntchito za wasayansi wa data popanda kuda nkhawa ndi zolemba.

3. Chiyambi cha Data Analytics

  • Zabwino kwa: Oyamba
  • mlingo: 4.8 kuchokera 5
  • Nthawi: miyezi 6
  • Chigawo: Adzathamanga.

Chiyambi cha ma analytics a Data chidzakutengerani kusanthula kwa data kuyambira poyambira chifukwa palibe chofunikira. Maphunzirowa akuunikirani maluso omwe mukufunikira kuti mukonzekere ntchito yosanthula deta.

M'maphunzirowa, muphunzira momwe mungakonzekere, kulinganiza, kusanthula ndikuwonera deta kuti muwunike. Komanso, mudzaphunzitsidwa kugwiritsa ntchito ma spreadsheets, SQL, ndi R mapulogalamu kuti mumalize kusanthula ndi kuwerengera.

4. Chiyambi cha kusanthula deta

  • Zabwino kwa: Oyamba
  • mlingo: Osanenedwa
  • Nthawi: pafupifupi masabata a 6
  • Chigawo: Kuipa.

Chiyambi cha kusanthula deta chili ndi zambiri zamomwe mungapangire mafunso, kusanja deta yanu m'njira yomwe mungagwiritse ntchito, ndikuthana ndi zovuta zilizonse. Lilinso ndi maphunziro owunika deta, kuyang'ana momwe mungayang'anire, kukulitsa chidziwitso chanu cha data, ndikupanga ziganizo, ziganizo, kapena kulosera.

Mudzaganiziridwanso njira zabwino zofotokozera zomwe mwapeza. Kuphatikiza apo, muphunzira kukopera mwachidule komanso mwachangu pogwiritsa ntchito malaibulale a Python NumPy, Pandas, ndi Matplotlib.

Monga chofunikira pamaphunzirowa, muyenera kukhala omasuka ndi mapulogalamu a Python komanso odziwa zambiri zamalingaliro ake, musanalembetse maphunzirowa. Ngati sichoncho, ali ndi maphunziro a "introduction to python programming course" yomwe ingakupangitseni kudutsa izi.

5. Masamu a Data Science

  • Zabwino kwa: Oyamba
  • mlingo: Osanenedwa
  • Nthawi: 5-6 maola.
  • Chigawo: Alison.

Math for Data Science imafotokoza zoyambira za kuthekera, ziwerengero, ndi algebra yolumikizana ndikugwiritsa ntchito masamu mu sayansi ya data. Monga kumvetsetsa kwa masamu kumafunika kwa katswiri aliyense wa data (wasayansi ya data, wosanthula deta, katswiri wamabizinesi, kapena mainjiniya a data), maphunzirowa akukhudza mbali zonse zofunika.

Maphunzirowa ndi osiyana ndi masamu aliwonse osagwiritsidwa ntchito. Ku Alison, muphunzira masamu omwe angakuthandizeni kukopa dziko. Maphunzirowa ndi achitatu pamndandanda. Kuti mupindule kwambiri ndi maphunzirowa, ndikofunikira kuti mutenge maphunziro awiri oyambawa a sayansi ya data musanatenge masamu a sayansi ya data.

6. Lean Analytics Workshop

  • Zabwino kwa: Oyamba
  • mlingo: 4.6 kuchokera 5
  • Nthawi: 2 maola 23 mphindi
  • Chigawo: udemy.

Phunzirani maphunziro a analytics amakuthandizani kumvetsetsa zoyambira za analytics, malingaliro oyendetsedwa ndi data, ndi mfundo zoyambira zoyambira. M'maphunzirowa, mutha kuyang'ana zitsanzo zisanu ndi chimodzi za momwe mabizinesi amagwirizanirana ndi zoyambira zamitundu yonse.

Muphunziranso momwe mungadziwire nthawi yopita patsogolo ndi chisankho ndikugwiritsa ntchito malingaliro a Lean Analytics pamabizinesi okhazikika ndi zinthu.

7. Kuyamba Kwa Kusanthula Kwadongosolo Pogwiritsa Ntchito Excel

  • Zabwino kwa:  Oyamba
  • mlingo: Osanenedwa
  • Nthawi: Masabata 4 (maola 2-4 pa sabata)
  • Chigawo: edX

Microsoft Excel ndi matebulo ake ophatikizika a pivot ndi imodzi mwazinthu zowunikira bwino pakusanthula deta. M'maphunzirowa, muphunzira momwe mungasankhire deta pogwiritsa ntchito zinthu zokondedwa kwambiri za Excel.

Pachiyambi cha kusanthula deta pogwiritsa ntchito Excel, mupeza momwe mungapangire ma pivot tables mu Excel pogwiritsa ntchito mizere ndi mizere ingapo. Mudzawonanso mphamvu ya ma pivots a Excel akugwira ntchito, kuphatikiza kuthekera kwake kufotokoza mwachidule deta m'njira zosiyanasiyana, kuthandizira kufufuza mwachangu deta, ndikupanga chidziwitso chanzeru kuchokera ku data yomwe yasonkhanitsidwa.

8. Ziwerengero za Bayesian: Kuchokera ku Lingaliro Mpaka Kusanthula Kwa data

  • Zabwino kwa: wapakatikati
  • mlingo: 4.6 kuchokera 5
  • Nthawi: hours 12
  • Chigawo: Adzathamanga.

Njira ya Bayesian paziwerengero idzayambitsidwa mu maphunzirowa kudzera mu kafukufuku wa kuthekera ndi kusanthula deta. Komanso, maziko a njira ya Bayesian komanso momwe amagwiritsidwira ntchito pamitundu yodziwika bwino adzaphunzitsidwa.

Njira ya Bayesian idzasiyana ndi njira ya Frequentist komanso ubwino wa njira ya Bayesian. Kuti mupange malo ophunzirira osangalatsa, maphunzirowa amaphatikiza mavidiyo ankhani, ziwonetsero zamakompyuta, kuwerenga, masewera olimbitsa thupi, ndi bolodi zokambilana.

9. Analytics Google Data

  • Zabwino kwa: oyamba
  • mlingo: 4.8 kuchokera 5
  • Nthawi: Miyezi 6 (maola 10 pa sabata)
  • Chigawo: Adzathamanga.

Google data analytics imakupatsirani kumvetsetsa bwino za njira ndi njira zomwe wowunikira kapena wothandizana nawo amagwiritsa ntchito tsiku lililonse.

M'maphunzirowa, muphunziranso njira zofunika zowunikira zomwe zikuphatikiza kuyeretsa deta, kusanthula, ndikuwonera pogwiritsa ntchito zida izi: maspredishithi, SQL, mapulogalamu a R, ndi Tableau. Muphunziranso momwe mungawonetsere zomwe zapezedwa pama dashboards, mawonetsero, ndi nsanja zodziwika bwino zowonera.

10. Phunzirani Kulemba Ma Code For Data Analysis

  • Zabwino kwa: oyamba
  • mlingo: 3.5 kuchokera 5
  • Nthawi: hours 24
  • Chigawo: OpenLearn.

Phunzirani kupanga ma code pakusanthula deta kudzakuthandizani kupanga mapulogalamu apakompyuta anu ndi ma code (mzere umodzi wa code panthawi imodzi). Chifukwa cha kutchuka kwa python m'magawo onse a maphunziro, ndi chinenero cha mapulogalamu chomwe chimagwiritsidwa ntchito pamaphunzirowa.

Pogwiritsa ntchito zidziwitso zenizeni zochokera ku World Bank, World Health Organisation, ndi mabungwe ena, ma coding exercises ndi kusanthula zolemba pogwiritsa ntchito nsanja yodziwika bwino ya Jupyter Notebooks idzachitidwa. Izi ndikukuthandizani kuti muwone nthawi yomweyo zotsatira zakugwiritsa ntchito nambala yanu ndikupangitsa kuti muzitha kuwona ndikuwongolera zolakwika.

M'maphunzirowa, muphunzira momwe mungapezere zidziwitso zotseguka, kukonzekera kuti ziwunikidwe, kupanga zowonera, ndikulemba ndikufalitsa zowunikira poyera komanso mwachinsinsi.

Mafunso Ofunsidwa Kawirikawiri Maphunziro aulere pa intaneti a Data Analytics

Kodi maphunziro apamwamba aulere pa intaneti a analytics ndi ati?

Maphunziro achidule a Data Analytics ndi CareerFoundry

Kodi sayansi ya data ndi yofanana ndi kusanthula kwa data?

No.

Kodi ndi mwayi wanji wantchito womwe ungandipeze ndikaphunzira kusanthula deta?

Ndi ma analytics a data, mutha kukhala wosanthula deta, akatswiri azamisala zamabizinesi, wasayansi wa data, mainjiniya a data, wowunikira ntchito, woyang'anira polojekiti, ma analytics a IT ndi zina zambiri.

Kodi maphunziro onse a analytics ndi oyenera oyamba kumene?

Ayi, maphunziro ena amafunikira chidziwitso chofunikira m'magawo ena musanalowe nawo maphunzirowo.

Kodi kusanthula kwa data ndikofunikira bwanji kwa bizinesi?

Kusanthula kwa data ndiye chinsinsi chakukhathamiritsa kwa magwiridwe antchito, kukulitsa phindu komanso kupanga zisankho zolondola mubizinesi iliyonse.

Timalimbikitsanso

Kutsiliza:

Mwadzidzidzi aliyense akuwoneka akulankhula za kusanthula kwa data ndipo mumakhala ngati "Kodi ma analytics awa ndi otani?" Monga tanenera kale, tikukhulupirira kuti mwatha kumvetsetsa zomwe data analytics ikunena.

Tikukhulupiriranso kuti mwatha kusankha kuchokera pamaphunziro osiyanasiyana aulere a data analytics. Tikufuna kumva kuchokera kwa inu!