masterclass-insights
Yadda Za Ka Yi Amfani da Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin
Table of Contents
A cikin yanayin gasa na ilimin kan layi, ƙirƙirar kwas na musamman wanda ke da ma'ana ga masu koyo yana buƙatar fiye da ƙwarewar batun kawai. Yana buƙatar hanyar da ke tattare da bayanai wanda ke canza lambobin albarkatu zuwa ra'ayoyi masu aiki. Nazarin yana ba da taga cikin tunanin masu sauraron ku, yana bayyana ba kawai abin da suke dannawa ba amma kuma yadda suke ji, inda suke gwagwarmaya, da kuma lokacin da suke cire haɗin kai. Ta hanyar nazarin waɗannan ƙirar, zaku iya inganta isar da abun ciki, inganta sakamakon mai koyo, da gina kwas na musamman wanda ya fita a cikin kasuwa mai ɗorewa.
Me Ya Sa Nazarin Bayanai Ya Kamata Ya Yi Maka Nasara
Ƙarin tunani da kuma bayanan da aka ba da labari za su iya kai ka har yanzu. Nazarin yana maye gurbin zato da hujja, yana ba ka damar yanke shawara da ke da goyon bayan halayyar mai amfani na ainihi. Wannan canjin daga fahimta zuwa fahimta shine abin da ke raba matsakaicin darussan daga abubuwan koyo na musamman. Lokacin da ka yi amfani da nazari yadda ya kamata, zaka iya:
- ]Gane darussan da ke da tasiri mai yawa: ] Ƙayyade waɗanne kayayyaki ne ke haifar da mafi yawan aiki, kammalawa, da kuma amsa mai kyau, sannan ninka abin da ke aiki.
- Ceto sassan da ke gwagwarmaya: Nuna ainihin lokutan da ɗalibai suka kasa ko kuma ba su da kyau, yana ba ku damar shiga tsakani tare da ingantaccen ci gaba.
- Raba masu sauraron ku: Fahimci yadda ƙungiyoyin ɗalibai daban-daban masu farawa, ɗalibai masu ci gaba, ƙungiyoyin kamfanoni ke hulɗa da abubuwan da ke cikin ku daban, kuma daidaita tsarin ku daidai.
- Tabbatar da yanke shawara game da abun ciki: Gwada ingancin sababbin tsare-tsare, tsawon, ko salon koyarwa kafin a tura su gaba ɗaya.
- FLT:0 ]] Ka auna dawowar saka hannun jari: ]] FLT: 1 ]] Ka lura da ma'auni kamar yawan kammala aiki, ƙimar gamsuwa, da kuma halayen gabatarwa don nuna darajar darasin ku.
Alal misali, wani babban darasi a kan tallan dijital na iya gano ta hanyar nazari cewa ɗalibai suna iya sake duba sashin kan abubuwan da ke cikin SEO amma suna tsallakewa daga bidiyon kan tallan da aka biya. Wannan tsarin yana nuna cewa an karɓi abun cikin SEO sosai amma yana iya buƙatar ƙarin albarkatu, yayin da tsarin tallace-tallace na iya rikicewa ko rashin dacewa ga masu sauraro. Ba tare da bayanai ba, irin waɗannan bayanan suna ɓoye.
Muhimman Matsayi da Za Su Sa Ka Yi Nasara a Makarantar Koyarwa
Ba duk bayanan bayanai ba ne masu mahimmanci. Mai da hankali kan ma'aunin da ya dace yana taimaka maka ka guji gurgunta bincike da kuma ƙin yin amfani da sigina masu aiki. Ga zurfin bincike kan mahimman alamomi da kowane mai kirkirar darasi ya kamata ya bi:
Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen Ƙarshen
Yawan kammalawa yana auna yawan ɗaliban da suka kammala karatun ko kuma darussanku na musamman. Ƙananan ƙimar kammalawar gaba ɗaya sau da yawa yana nuna matsalolin tsari: abun ciki wanda ya yi tsayi sosai, mai wahala, ko kuma ba shi da ci gaba mai kyau. Abubuwan da suka fi dacewa sun fi kyausuna nuna ainihin na biyu ko slide inda mai amfani ya fita. Don abun cikin bidiyo, ana iya ganin wannan ta hanyar hotmaps waɗanda ke nuna waɗanne lokuta aka sake kallo ko an tsallake su. Misali, ƙimar saukewa a alamar minti 10 na bidiyo na minti 15 yana ba da shawarar cewa ƙila kun rasa hankali, wanda ke haifar da buƙatar gyara ko karya ɓangaren zuwa ƙananan ɓangarori.
Lokaci da kuma Hanyoyin Kulawa
Bayan ko ɗalibai sun gama darasi, lokacin shiga yana gaya muku yadda suke hulɗa sosai. Shin suna kallon bidiyo gaba ɗaya? Shin suna ciyar da ƙarin minti akan ƙarin kayan aiki? Kayan aiki kamar Wistia da Vimeo suna ba da cikakken zane-zane na shiga wanda ke nuna tsaunuka da kwari a cikin hankalin mai kallo. Gajeren matsakaicin tsawon kallo a kan darasi wanda ya ƙunshi ainihin ra'ayi na iya nuna cewa ɗalibai sun riga sun san batun ko kuma bayaninku yana da yawa. Haɗa wannan ma'auni tare da ra'ayoyin inganci yana taimaka muku gane dalilin.
Ƙididdiga da Ƙididdigar Ƙididdiga
Tambayoyi ba kawai don ƙididdiga bane; kayan aikin bincike ne. Idan babban ɓangare na masu sauraron ku ya sami ƙimar ƙasa da 70% a kan wani ɓangaren, alama ce mai kyau cewa abun cikin yana buƙatar bayani ko sake fasalin. Bincika ƙira a cikin amsoshi marasa kyau: shin masu koyo koyaushe suna fahimtar wata kalma ko ra'ayi? Yi amfani da waɗannan bayanan don sake nazarin bayanin ku, ƙara misalai, ko ƙirƙirar ɓangaren bita na musamman. Akasin haka, ƙimar da ta yi yawa a duk faɗin na iya nuna ƙimar ku tana da sauƙi, ba ta ƙalubalanci masu koyo yadda ya kamata.
Nazarin Bayanai da Kuma Ra'ayoyin
Bayanai masu yawa suna gaya muku abin da ke faruwa, amma ra'ayoyin inganci suna bayanin dalilin. Amsoshin binciken, sakonnin tattaunawar tattaunawa, da kuma maganganun imel kai tsaye suna ba da mahallin da lambobi kadai ba za su iya ɗaukar ba. Misali, ƙarancin ƙimar kammalawar na iya kasancewa tare da maganganu kamar ingancin sauti ba shi da kyau ko samar da sauri. Amfani da kayan aikin nazarin jin dadi (misali, a kan amsoshin binciken ko log ɗin hira) na iya taimaka muku rarraba ra'ayoyin a sikelin, gano jigogi masu maimaitawa kamar batutuwan fasaha, gibin abun ciki, ko yabo ga takamaiman masu koyarwa.
Na'urar, Wuri, da kuma Tsarin Samun
Sanin yadda da kuma inda ɗalibanku ke samun damar zuwa kwas ɗin ku na tasiri duka ƙirar abun ciki da isar da fasaha. Shin yawancin masu amfani suna kan na'urorin hannu? Sannan kuna buƙatar tabbatar da cewa bidiyon ku suna da abokantaka ga na'urorin hannu, ana iya karanta takenku, kuma tambayoyin suna aiki akan allon taɓawa. Bayanai na ƙasa na iya ba da bayani game da tsara jadawalin zaman rayuwa ko la'akari da zangon lokaci don darussan da ke kan ƙungiya. Bugu da ƙari, bin diddigin tsarin samun damar kamar lokacin rana ko ranar mako yana taimaka muku fahimtar lokacin da ɗalibai suka fi karɓa, yana ba ku damar yin tunatarwa ta imel ko zaman Q&A na rayuwa don yawan halarta.
Don ƙarin jagora game da abin da za a fifita ma'auni, Rahoton Tsakiya na Klass na FLT: 1 yana ba da ƙididdiga daga dubban darussan kan layi, kuma blog na Thinkific game da ma'aunin darasi na FLT: 3 yana ba da shawara mai amfani ga masu ƙirƙira.
Yadda za a tattara Nazarin Nazarin don Masterclass
A ƙasa, za a bincika hanyoyin tattara bayanai da kuma yadda za ka iya yin amfani da su sosai.
Tsarin Gudanar da Koyo (LMS)
Yawancin shahararrun dandamali na LMS Teachable, Thinkific, Kajabi, da LearnWorldss suna zuwa tare da dashboards na nazari. Wadannan yawanci suna nuna ƙimar kammala karatun, ci gaban darasi, ƙididdigar tambayoyin, da kuma wani lokacin ma lokacin da aka kashe a kowane shafi. Duk da haka, ana iya iyakance nazarin asali. Don zurfafa zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zur
Tsarin Gudanar da Bidiyo
Idan darasi na farko ya dogara da bidiyo, dandamali kamar Wistia, Vimeo, da YouTube suna ba da ƙididdigar haɗin kai mai wadata. Wistia heatmaps nuna daidai inda masu kallo suka koma baya, dakatar, ko tsallake. Vimeo yana ba da zane-zane na hankali wanda ke kwatanta aikin bidiyo da alamun ma'auni. Nazarin YouTube ya haɗa da riƙe masu sauraro da haɗin kai a ainihin lokacin. Yi amfani da waɗannan kayan aikin don gano ba kawai wuraren saukewa ba amma har da waɗanne abubuwan gani (misali nunin faifai, zanga-zanga, magana kai) suna riƙe da hankali mafi tsawo. Don ƙarin bincike, yi la'akari da saka nazarin bidiyo a cikin rukunin yanar gizonku ta hanyar API.
Nazarin Yanar Gizo (Google Analytics)
Don darussan da aka shirya a kan wani shafin yanar gizon al'ada ko shafin sauka, Google Analytics yana da mahimmanci. Saita bin diddigin taron don kama takamaiman ayyuka: wasan bidiyo, ƙaddamar da tambayoyin, saukar da dannawa, da ƙaddamar da fom. Yi amfani da sigogin UTM don bin tasirin kamfen ɗin tallan ku. Bugu da ƙari, fasalin nazarin haɗin gwiwar Google Analytics yana ba ku damar ganin yadda ƙungiyoyin ɗaliban da suka yi rajista a lokaci guda ke ci gaba ta hanyar karatun, yana bayyana ko canje-canjen kwanan nan zuwa abun ciki suna haɓaka riƙewa. Masu amfani da ci gaba na iya tura abubuwan da suka faru zuwa Google Analytics 4 kuma ƙirƙirar rahotanni na al'ada waɗanda ke haɗa yanayin yawan masu amfani da haɗin kai.
Kayan aikin Bincike
Binciken bincike shine layi kai tsaye ga fahimtar ɗalibi. Yi amfani da kayan aiki kamar SurveyMonkey, Typeform, ko Google Forms don tattara ra'ayoyi bayan kowane module ko a kammala karatun. Binciken Net Promoter Score (NPS) suna da amfani musamman don auna gamsuwa gaba ɗaya da yiwuwar bayar da shawarar. Saka hanyoyin binciken a cikin dandamali na kwas na farko ko aika su ta hanyar imel. Don haɓaka yawan amsawa, kiyaye binciken gajere (3-5 tambayoyi) da kuma ba da abubuwan ƙarfafawa kamar albarkatu kyauta ko ragi akan karatun gaba. Don ƙarin kusanci, haɗa da widget din ƙimar cikin dandamali (misali taurari ko yatsun hannu sama / ƙasa) a ƙarshen kowane darasi.
Ƙididdigar Musamman tare da Directus da Bayanai na zamani
Ga masu kirkira da suke son cikakken iko, gina wani al'ada analytics bututun zai iya zama iko. Ta amfani da wani headless CMS kamar Directus, za ka iya adana duk dalibi hulda data a cikin wani tsari database, sa'an nan kuma ka haɗa shi zuwa visualization kayayyakin aiki kamar Metabase ko Tableau. Wannan zai baka damar haifar da al'ada dashboards da suka hada da ci gaban data tare da binciken martani, goyon bayan tikiti, har ma da kafofin watsa labarun ambato. Bugu da ƙari, za ka iya sarrafa kai ayyukan bisa ga ƙõƙõfi: idan darasi s drop-off kudi ya wuce 40%, wani gargadi ya jawo wani abun ciki review aiki. Wannan hanya ne musamman da daraja ga manyan-scale masterclass dandamali ko kamfanoni horo shirye-shirye.
Yadda za a fassara bayanai zuwa inganta abun ciki
Tattara bayanai rabin yakin ne kawai. Value na gaske yana cikin yin aiki akan bincikenku. Bi waɗannan matakai don juya nazari zuwa ingantaccen abu ga babban darasin ku.
Mataki na 1: Ka Yi la'akari da Yanayin da Ya Sa Ka Yi Murabus
Fara da sake nazarin dashboards na nazari don manyan abubuwan da ke faruwa. Waɗanne kayayyaki ne ke da mafi girman ƙimar kammalawa? Waɗanne bidiyo ne ke nuna mafi tsayi na tsawon lokacin kallo? Waɗanne darussa ne ke haifar da mafi yawan ayyukan tattaunawar dandalin tattaunawa? Amma kada ku tsaya a kan lambobin matakin farfajiya. Koyaushe ku tambayi me yasa ta hanyar yin tunani tare da bayanan inganci. Misali, idan darasin advanced calculus yana da babban aiki amma ƙimar ƙididdigar ƙididdiga ƙasa, ɗalibai na iya kallon saboda son sani amma ba su fahimci mahimman ra'ayoyinna nuna buƙatar ƙarin matsalolin aiki ko ɓarnawa mataki-mataki.
Mataki na 2: Ka San Wuraren da ke da Matsala
Yi zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin
Mataki na 3: Ka Yi Tunanin da Ya Kamata Ka Yi
Bayanai na iya nuna matsala amma ba koyaushe tushen dalili ba. Kai ga masu koyo waɗanda suka faɗi ko ba su da ƙimar kyau. Aika gajeren imel ko binciken da ke tambayar takamaiman tambayoyi game da darasin: Shin ya daɗe sosai? Mai sauri? Mai rikicewa? Ba a buƙatar buƙatu? Wannan bayanan kai tsaye sau da yawa yana gano matsalolin da ƙwarewar bincike kadai ba za ta iya bayyanawa ba, kamar umarni marasa kyau ko ƙwarewar fasaha. Hakanan, yi hira da masu koyo masu ƙwarewa don fahimtar abin da ya sa abun ciki ya danna su.
Mataki na 4: Aiwatar da Gyara Abun da Aka Yi niyya
Bisa ga nazarin da kake yi, ka yi canje-canje da suka dace.
- Rage bidiyo masu tsawo: Raba laccoci na minti 20 zuwa sassan minti 5-7, kowannensu yana da manufa mai kyau na koyo.
- Ƙara abubuwa masu ma'amala: Shigar da tambayoyin, kuri'u, ko shawarwari game da tunani a wuraren da aka sani don sake shiga masu koyo.
- Inganta bayani: Sake rubuta wurare masu ban mamaki, ƙara misalai na duniya, ko ƙirƙirar ƙarin PDFs don ra'ayoyi masu wahala.
- Sanya saurin: Saurin ko jinkirta bayarwa dangane da yadda sauri masu koyo suke amsawa ga kimantawa.
- Inganta ingancin samarwa: Idan nazarin ya nuna raguwa bayan ɓangaren sauti mara kyau, sake yin rikodin wannan ɓangaren tare da kayan aiki mafi kyau.
- Samar da hanyoyi da yawa na koyo: Yi amfani da bayanan rarrabuwa don ba da zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zurfin zur
Mataki na 5: Ka Yi La'akari da Yadda Canje-canjenka Suke Shafanka
Bayan aiwatar da gyare-gyare, ba da sabon abun ciki isasshen lokaci don tattara bayanai (misali, makonni biyu ko sababbin ɗalibai 100). Sa'an nan kuma kwatanta mahimman ma'auni kafin da bayan canji. Shin ƙimar kammalawar ta inganta? Shin ƙimar jarrabawa ta tashi? Shin maki na saukewa sun canza? Yi amfani da gwajin A / B idan zai yiwu: nuna asalin sigar ga wani ɓangare na sababbin ɗalibai da kuma sake fasalin ga wani, sannan kwatanta. Wannan hanyar kimiyya ta tabbatar da cewa canje-canjenku suna da tasiri sosai, ba kawai haɗari ba.
Mataki na 6: Ka Yi amfani da Bayanan da Ka Koya Daga Littafi Mai Tsarki
Nazarin na iya bayyana segmentsan ɗalibai daban-daban: ƙungiyoyin kamfanoni waɗanda ke shiga yayin lokutan aiki, masu sha'awar da ke kallon a ƙarshen mako, ko ɗaliban da suka fi son rubutu fiye da bidiyo. Yi amfani da waɗannan bayanan don keɓance isar da abun ciki. Misali, aika imel tare da ƙarin karatun ga waɗanda suka ɓata lokaci kaɗan a cikin darussan bidiyo. Ko ƙirƙirar keɓaɓɓen waƙa mai sauri don ɗaliban da ke samun ƙimar 90% + a kan tambayoyin. Sashin ba kawai yana haɓaka haɗin kai ba amma kuma yana haɓaka ƙwarewar ilmantarwa ta musamman, wanda zai iya haɓaka riƙewa da kuma turawa ta hanyar magana.
Nazarin Ƙarfafawa: Ƙarfafa Ƙididdiga na Asalin
Da zarar ka san ainihin abin da ke ciki, ka yi amfani da fasahar bincike don ka sami ƙarin haske.
Nazarin Ƙungiya
Ƙungiyoyin masu koyo ta ranar da suka yi rajista, sannan kwatanta halayensu a tsawon lokaci. Wannan yana taimaka maka gano idan canje-canje na kwanan nan a shafin saukowa, farashin, ko tsarin abun ciki na karatunku suna jan hankalin wani nau'in mai koyo wanda zai iya shiga daban. Alal misali, ƙungiyar masu koyo waɗanda suka yi rajista bayan babban sabunta abun ciki na iya nuna ƙimar kammalawar, yana tabbatar da tasirin sabuntawarku.
Nazarin Tsinkaya da Tsarin Gargaɗi na Farko
Amfani da tsarin koyon inji (ko da masu sauki), zaku iya hango ko wane ɗalibi zai iya barin aiki bisa ga bayanan shiga cikin bidiyo na farko. Sa'an nan kuma faɗakarwar atomatik na iya haifar da tsangwama kamar imel na musamman daga mai koyarwa ko turawa don shiga rukuni na nazari. Gina irin wannan tsarin na iya buƙatar haɗuwa da kayan aiki kamar Directus tare da rubutun Python mai sauƙi, amma har ma da tsangwama na hannu bisa ƙa'idar yatsan hannu (misali, idan mai amfani bai shiga ba har tsawon kwanaki 5, aika tunatarwa) na iya zama mai tasiri.
Tsarin Harshen Halitta (NLP) a kan Bayanan Masu Koyarwa
Idan kwas dinka yana da dandalin tattaunawa ko sashen sharhi, NLP na iya nazarin motsin rai da batutuwan sakonnin ɗalibai. Wannan na iya nuna rikice-rikice game da batun kafin ya bayyana a cikin sakamakon tambayoyin, ko kuma ya haifar da halayen kirki waɗanda zaku iya nunawa a cikin kayan talla. Kayan aiki kamar MonkeyLearn ko ma sigar VADER kyauta a Python na iya aiwatar da rubutu a sikelin. Ga yawancin masu kirkira, hanya mafi sauƙi ita ce ta hannu alamar samfurin sharhi kowane mako kuma bincika ƙira.
Tsananin da Ya Kamata Mu Guje wa Sa'ad da Muke Yin Amfani da Nazarin
Ko da yake suna da kyakkyawar niyya, masu yin nazari sukan faɗa cikin tarkon da zai sa su yi amfani da bincike ba su da amfani.
- Matsayin banza: [1] Yin bikin ra'ayoyi ko rajista ba tare da la'akari da aiki ko kammalawa ba na iya ba da ma'anar nasara.
- Yin watsi da ƙananan girman samfurin: Yin manyan canje-canje na abun ciki bisa ga bayanai daga ƙananan ɗalibai na iya haifar da overcorrection. Jira har sai kun sami ƙididdigar ƙididdiga mai ma'ana (akalla 30-50 ɗalibai a kowane darasi).
- Nazarin shinge: FLT:1} Yawan lokaci da yawa don nazarin dashboards maimakon maimaitawa akan abun ciki. Kafa jadawalin bita na yau da kullun (misali, mako-mako) kuma iyakance lokacin da kuke ciyarwa a kowane zaman.
- Ba rufe madauki ba: Tattara ra'ayoyi amma ba a taɓa yin aiki a kansu ba yana lalata amincewar da masu koyo. Koyaushe sadarwa canje-canje da kuka yi dangane da shigar su, koda ta hanyar sanarwa mai sauƙi.
- Fiye da dogaro da tushen bayanai guda ɗaya: Ƙididdigar adadi tare da fahimta mai inganci yana ba da cikakken hoto.
Gina Al'adar Ci Gaba da Ingantawa
Masu kirkirar darussan da suka fi nasara ba sa ɗaukar nazari a matsayin aiki na lokaci ɗaya amma a matsayin sake zagayowar ci gaba. Kafa saiti: tattara bayanai, bincika, aiki, saka idanu, maimaita. Haɗa ƙungiyar ku ko al'umma cikin aikin, raba bayanai da ra'ayoyin tunani. Bayan lokaci, zaku haɓaka ƙwarewar abin da ma'auni yafi mahimmanci ga masu sauraron ku da nau'in abun ciki.
Ka tuna cewa bayanai kayan aiki ne, ba mai mulki ba. Zai iya nuna alamomi, amma ana buƙatar kerawa da tausayi don tsara mafita waɗanda ke inganta ilmantarwa da gaske. Hada ƙwarewar nazari da fasahar koyarwa, kuma kwas ɗin ku na farko zai zama mai rinjaye, mai tasiri, da kuma riba.
Don ƙarin karatu game da nazarin a cikin ilimi, bincika albarkatu daga Cibiyar Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazarin Nazar