Mukuyang'ana njira yachangu komanso yosavuta yopangira ndikuwonera mafunso? Osayang'ananso kwina kuposa izi khumi zotsogola zamafunso jenereta.
Zida izi zakula kutchuka m'magawo a kusanthula deta ndi nzeru zamabizinesi chifukwa zimakuthandizani kuti muzitha kugwiritsa ntchito mphamvu za data popanda kufunikira kolemba zambiri kapena luso la SQL.
Opanga mafunso owoneka awa amapereka mwayi wopanda msoko wokhala ndi malo osavuta kukokera-kugwetsa, kukulolani kuti musinthe ndikusanthula deta mosavuta.
Opanga mafunso 10 otsogolawa asintha momwe mumalumikizirana ndi data yanu, ndikupangitsa kuti kufunsa kwanzeru ndikuwonetseni mwachidule, kaya ndinu katswiri wazofufuza kapena katswiri wofufuza zidziwitso.
Tiyeni tiwone gulu lalikululi la zida zotsogola ndikuwona zomwe angapereke.
Choyamba, tiyeni tiwone chifukwa chake timafunikira omanga mafunso owoneka awa.
Kupanga Deta Kupezeka: Udindo wa Omanga Mafunso Owoneka
Wopanga mafunso owoneka ndi wofunikira kuti muchepetse ndikuwongolera njira yofunsira mafunso.
Poyamba, zimachotsa chofunikira pakumvetsetsa mozama zilankhulo zamafunso zovuta monga SQL.
Izi zimatsegula mwayi kwa ogwiritsa ntchito ambiri, kuphatikiza omwe si aukadaulo, omwe amatha kulemba mafunso mwachangu pogwiritsa ntchito mawonekedwe osavuta komanso owoneka.
Mutha kupanga mafunso mwachangu komanso moyenera pokoka ndi kugwetsa matebulo, kusankha mizati, kufotokozera zolumikizana, ndikugwiritsa ntchito zosefera pazomanga zamafunso.
Izi sizimangopulumutsa nthawi komanso zimachepetsa kuthekera kwa zolakwika pomwe pawokha kupanga mafunso ovuta.
Kuphatikiza apo, omanga amafunso owoneka amawonetsa mawonekedwe afunso, kukulolani kuti mumvetsetse bwino ndikuwunika mayankho amafunso.
Amaperekanso kuwunikira kwa mawu, kuwunika zolakwika, ndi kukhathamiritsa kwa mafunso kuti zitsimikizire kulondola komanso kuthamanga kwa mafunso omwe adapangidwa.
Ponseponse, omanga mafunso owoneka amathandizira anthu kufufuza ndi kuchotsa zidziwitso kuchokera ku data yawo mosadalira luso laukadaulo, zomwe zimapangitsa kukhala chida chofunikira kwambiri pakusanthula deta ndi kupanga zisankho.
1. Datapine
Datapine ndiwopanga mafunso owoneka bwino omwe amakupatsani mwayi wofufuza ndikumvetsetsa zambiri zawo.
Ngakhale osagwiritsa ntchito mwaukadaulo amatha kupanga mwachangu mafunso apamwamba a SQL pogwiritsa ntchito mawonekedwe ake osavuta kugwiritsa ntchito popanda kulemba mzere umodzi wa code.
Chimodzi mwazinthu zazikulu za chidachi ndi kuthekera kwake kokoka ndikugwetsa, komwe kumakupatsani mwayi wosankha mwanzeru matebulo, mizati, ndi njira, kuwalola kulemba mafunso mosavuta.
Datapine's SQL Query Builder imaphatikizanso zina zowonjezera monga kujowina, zosefera, ndi kuphatikizira, kupatsa makasitomala mwayi wofufuza zambiri za data.
Kuphatikiza apo, pulogalamuyi ili ndi ntchito yowoneratu yomwe imakupatsani mwayi wowona zotsatira zakusaka kwawo, kutsimikizira kulondola komanso kusunga nthawi.
2. Kusanthula kwa IBM Cognos
Ndi chida chanzeru zamabizinesi chomwe chimaphatikizapo Query Studio, womanga wamafunso wamphamvu.
Mutha kupanga mafunso pogwiritsa ntchito Query Studio pogwiritsa ntchito mawonekedwe okoka ndikugwetsa, ndikuchotsa kufunikira kwa code yaukadaulo ya SQL. Chidachi chimapereka malo osavuta kugwiritsa ntchito momwe mungasankhire ndikukonza zinthu mosavuta, kugwiritsa ntchito zosefera, ndikupanga zowerengera.
Query Studio ilinso ndi zina zowonjezera kuphatikiza kuthekera kobowola, komwe kumakupatsani mwayi wochoka pazotsatira zazifupi kupita kuzinthu zambiri.
Mutha kupanganso zowonera ndi ma dashboard kuti mupereke bwino zotsatira zamafunso. Ogwiritsa ntchito IBM Cognos Analytics 'Query Studio amatha kutulutsa mwachangu komanso moyenera zidziwitso kuchokera pazambiri zawo, kulola kupanga zisankho mozindikira mubizinesi yonse.
3. Navicat Query Builder
Navicat Query Builder ndi chida chothandiza choperekedwa ndi Navicat kasamalidwe kachinsinsi pulogalamu yomwe imakupatsani mwayi wopanga mafunso popanda chidziwitso cha SQL.
Mutha kupanga ndikusintha mafunso mosavuta pogwiritsa ntchito mawonekedwe ake osavuta kugwiritsa ntchito pokoka ndikugwetsa matebulo, kusankha minda, ndikuwonetsa magawo. The Query Builder imaphatikizapo zenera lothandizira la Diagram Design kuti muone momwe mungasankhire matebulo ndi minda, pomwe ma code akuwonetsa code yoyenera ya SQL.
Mutha kutchula magawo otulutsa, monga ma rekodi amtundu uliwonse, ntchito zophatikizika, ndi zilembo zakumunda, polumikiza zinthu za database. Zosankha zitha kugwiritsidwa ntchito posefa zotsatira zafunso, ndipo ndime za GROUP BY ndi ORDER BY zimapangitsa kukhala kosavuta kupanga masanjidwe amagulu ndi kusanja.
Kuphatikiza apo, Query Builder ali ndi njira zochepa zowongolera kuchuluka kwa zotsatira zamafunso zomwe zaperekedwa. Mutha kugwiritsa ntchito Navicat Query Builder kuti mufulumizitse kutulutsa kwamafunso ndikuwonjezera luso la database.
4. Zambiri
Dataiku ndi yathunthu sayansi ya deta ndi nsanja ya analytics yokhala ndi omanga mafunso owoneka pakati pazinthu zake zambiri. Mutha kufufuza ndi kusanthula deta mosavuta ndi Dataiku's visual query builder, zomwe zimathetsa kufunika kolemba.
Komanso, mutha kugwiritsa ntchito njira yowonera kukokera ndikugwetsa magwero a data, kuwonjezera zosefera, ndikusintha ma data.
Wopanga mafunso a Dataiku amakulolani kuti mulembe mafunso molumikizana, kulumikiza deta kuchokera kuzinthu zingapo, ndikupanga mapaipi apamwamba kwambiri. Zimaphatikizanso zinthu zovuta monga kuphatikizira, kusokonekera kwa data, ndi uinjiniya wazinthu zothandizira kusanthula mozama deta.
Mutha kupindula ndi mphamvu ya data pogwiritsa ntchito omanga mafunso owonera a Dataiku, ndikupangitsa kuti ipezeke kwa ogwiritsa ntchito aukadaulo komanso osakhala aukadaulo kuti afufuze mwachangu.
5. Devart dbForge Query Builder
Devart dbForge Query Builder ndi chida cholimba chopangira mafunso chomwe chimapangitsa kufunsa ndikusanthula deta kukhala kosavuta. Mutha kupanga ndi kupanga mafunso ovuta a SQL pogwiritsa ntchito mawonekedwe ake osavuta, kuchotsa kufunikira kwa luso lazolembera.
Query Builder imapereka malo owoneka bwino momwe ogwiritsa ntchito amatha kusankha matebulo, kupanga zolumikizirana, ndikugwiritsa ntchito zosefera kuti achotse zomwe zikufunika.
Imathandizira ma database ambiri ndipo imapereka kuthekera kokwanira, kuphatikiza chithunzi chomwe chimalola ogwiritsa ntchito kudutsa ndikusintha magawo amafunso mwachidziwitso.
Kuphatikiza apo, Query Builder ali ndi zina zowonjezera monga thandizo la subquery, kuwunikira kwa mawu a SQL, ndi kumaliza kachidindo wanzeru, zomwe zimathandizira pakumanga kwamafunso.
6. Aqua Data Studio Visual Query Builder
Aqua Data Studio Visual Query Builder ndi chida champhamvu chomwe chimathandizira kupanga mafunso ovuta a database pochepetsa kufunikira kwaukadaulo wozama wa SQL syntax.
Mutha kuphatikiza bwino ziganizo za SQL monga JOINs ndi GROUP BY ndi zinthu zina kuphatikiza ma Index, Operators, Aliases, Type Type, Sort Order, ndi Criteria pogwiritsa ntchito mawonekedwe ake osavuta kugwiritsa ntchito.
Aqua Data Studio's Visual Query Builder imapereka zosankha zingapo zowoneka bwino, zomwe zimakupatsani mwayi wodutsa ndikusintha magawo amafunso. Kutengera zisankho za wogwiritsa ntchito, chida chapamwambachi chimapanga mawu onse a SQL omwe ali okonzeka kuphedwa.
Zida zopulumutsira nthawi monga Woyang'anira Mlozera komanso kumasuka kugwiritsa ntchito mphamvu zokoka ndikugwetsa kuphatikiza ma JOIN amawongolera njira yopangira mafunso, ndikupangitsa kuti ikhale yogwira mtima komanso yowoneka bwino.
7. Kusanthula kwa IBM Cognos
IBM Cognos Analytics imaphatikizapo Query Studio, chida cholimba chopangira mafunso chomwe chimalola ogwiritsa ntchito kupanga mafunso mosavuta. Ogwiritsa ntchito Query Studio amatha kupanga mafunso pogwiritsa ntchito mawonekedwe osavuta kugwiritsa ntchito popanda chidziwitso cha SQL.
Chidachi chili ndi zinthu zambiri, kuphatikizapo kuthekera kosankha ndi kukonza zinthu mosavuta, kugwiritsa ntchito zosefera, ndi kupanga mawerengedwe.
Mawonekedwe a Drill-through amathandizidwanso ndi Query Studio, yomwe imakuthandizani kuti muchoke pazotsatira zazifupi kupita ku chidziwitso chokwanira. IBM Cognos Analytics 'Query Studio imathandizira njira yopangira mafunso ndi UI yake yosavuta komanso magwiridwe antchito ambiri kuti muwunike bwino ndikupanga zisankho zabizinesi.
8. Chithunzi cha RapidMiner
RapidMiner ndi yosinthika komanso yokwanira nsanja ya sayansi ya data zomwe zimagwirizanitsa mosasunthika ndi machitidwe osiyanasiyana ndi matekinoloje. RapidMiner's Comprehensive RapidMiner imakulolani kuti mulumikizane ndi kuyanjana ndi magwero osiyanasiyana a deta, kuphatikizapo nkhokwe, malo osungiramo deta, ntchito zosungiramo mitambo, ndi nsanja zotsatsira.
Kulumikizika uku kumakupatsani mwayi wofikira ndikuwunika deta kuchokera kuzinthu zingapo mkati mwa malo amodzi ogwirizana. RapidMiner imaphatikizanso ndi zilankhulo zazikulu zamapulogalamu monga Python ndi R, kulola ogwiritsa ntchito kugwiritsa ntchito ma code awo apano ndi malaibulale.
Kuphatikiza apo, nsanja imalumikizana ndi ma analytics amphamvu komanso makina kuphunzira matekinoloje ndikukuthandizani kuti mupange ndikuyika mitundu yapamwamba kwambiri pogwiritsa ntchito mawonekedwe owoneka bwino komanso osavuta kugwiritsa ntchito.
9. Funso la Mphamvu mu Microsoft Excel
Microsoft Excel ili ndi chida champhamvu chosinthira deta komanso chofunsira chotchedwa Power Query. Zimakupatsani mwayi wolowetsa, kuumba, ndikuwongolera deta kuchokera kuzinthu zosiyanasiyana. Ogwiritsa ntchito Power Query atha kulumikizana ndi ma data osiyanasiyana, kuphatikiza ma database, maspredishiti, masamba, ndi zina zambiri.
Chidachi chili ndi mawonekedwe osavuta kugwiritsa ntchito omwe, mutha kupanga mafunso mwazithunzi posankha ndi kusefa deta, kuphatikiza ndi kuwonjezera matebulo, ndikusintha kusintha kuti muyeretse ndikukonzanso deta.
Kuti mutsimikizire mtundu wa data, Power Query ilinso ndi mbiri yochulukirapo komanso zida zowongolera zolakwika. Ilinso ndi query editor, yomwe mungayang'ane ndikusintha kachidindo ka M ngati kuli kofunikira.
10. Apache Superset
Womanga wamafunso amaperekedwa ndi Apache Superset, nsanja yamphamvu yowunikira deta yotseguka komanso yowonera, kuwongolera ndikuwongolera njira yowunikira deta.
Simufunikira ukadaulo wa SQL kuti mupange mafunso ovuta a database pogwiritsa ntchito Superset's visual query builder. Komanso, mutha kusankha matebulo, kutchula zojowina, kugwiritsa ntchito zosefera, ndikuphatikiza data pogwiritsa ntchito mawonekedwe osavuta kukokera ndikugwetsa.
Mutha kufufuza ndikuwunika deta yawo mosavuta pogwiritsa ntchito omanga mafunso, kusunga nthawi ndikuchepetsa kuthekera kwa zolakwika zomwe zingachitike polemba mafunso apamanja.
Kuphatikiza apo, kumapereka zida zosiyanasiyana zowongolera zowunikira za data ndi Superset's visual query builder. Pogwiritsa ntchito zotsatira zamafunso, mutha kupanga ma chart mwachangu, ma dashboards, ndi zowonera.
Mutha kuwonetsa zambiri zanu m'njira yosangalatsa komanso yophunzitsa chifukwa cha masanjidwe ambiri a pulatifomu, omwe amaphatikiza ma tchati, ma chart a mizere, ma scatter plots, ndi zina zambiri.
Superset imathandiziranso magwero angapo a data, kotero mutha kulumikizana ndi nkhokwe zambiri, malo osungira ma data, komanso ntchito zakunja kuti mupeze ndikusanthula deta yawo popanda vuto lililonse.
Kutsiliza
Chilengedwe cha omanga mafunso owoneka, pomaliza, chimapereka zida zosiyanasiyana zamphamvu zomwe zimasintha kusanthula kwa data ndikufunsa mafunso.
Chida chimodzi ndi chapamwamba kwambiri chaukadaulo komanso kusinthika ngakhale chida chilichonse chomwe chalembedwa m'nkhaniyi chili ndi maubwino ake.
RapidMiner imapatsa makasitomala mwayi wosinthika komanso wothandiza kwambiri chifukwa cha nsanja yake yonse ya sayansi ya data, mawonekedwe osavuta ndi machitidwe ndi matekinoloje osiyanasiyana, komanso kuthandizira ambiri. zilankhulo zamakompyuta.
Mawonekedwe ake osavuta amalola ogwiritsa ntchito kulumikizana mosavuta ndi magwero ambiri a data, kuchita ma analytics apamwamba, kupanga mitundu yovuta, ndikuyiyika. Ndipo zimakuthandizani kuti muwonjezere mtengo wa data yanu ndikupanga zisankho zoyendetsedwa ndi deta, mosasamala kanthu za mbiri yanu monga katswiri wa data, katswiri wamabizinesi, kapena wasayansi wa data. Komabe, muyenera kuyesa chida chilichonse kuti muwone chomwe chikugwirizana ndi zomwe mumakonda kwambiri.
Siyani Mumakonda