"Me kuke so ku sani game da basirar wucin gadi? Yi tunani game da yin rajista a cikin kwasa-kwasanmu na Fasaha na Artificial kyauta tare da takaddun shaida. Wannan babban kwas an yi niyya ne don gabatar muku da ainihin ra'ayoyi da hanyoyin AI, kamar hangen nesa na kwamfuta, sarrafa harshe na halitta, da koyon injin.
Don tabbatar da cewa kuna da cikakkiyar fahimtar batun, waɗannan malamai masu ilimi za su jagorance ku ta cikin kayan kwas ɗin kuma su ba da misalai masu amfani. Bugu da ƙari, za ku sami takaddun shaida da zarar kwas ɗin ya ƙare don nuna ilimi da iyawar da kuka koya. "
Hankali na wucin gadi na iya zama aiki mai wahala kuma yana buƙatar ainihin ilimin kimiyyar kwamfuta, lissafi, da sauran mahimman fannonin kimiyya.
A cikin wannan labarin, mun jera manyan darussan basirar ɗan adam kyauta.
Teburin Abubuwan Ciki
Menene Ilimin Artificial
Hankali na wucin gadi shine ikon injina don aiwatar da ayyuka daidai da ƙarfin ɗan adam. Na'urori irin su Siri, Alexia, da Google Assistant misalai ne na hankali na wucin gadi kuma suna yin fasali kamar fahimtar Magana, yanke shawara, da hangen nesa.
Duk da haka, an fi amfani da hankali na wucin gadi a wasan bidiyo, inda aka sanya kwamfutar ta zama wani ɗan wasa. Koyon inji wani yanki ne na AI wanda ke koyar da kwamfutoci yadda ake koyo daga bayanai. Ana yin haka ta hanyar ciyar da kwamfuta misalai da yawa da barin ta ta gano alamu da kanta.
A cikin al'umma a yau, ana amfani da basirar wucin gadi a masana'antu daban-daban. Wasu kasashe masu karfin tattalin arziki sun amince da amfani da AI wajen aiwatar da ayyuka na rage guraben aiki da inganta ma'aikata cikin sauri da inganci. Hakanan ana amfani da AI a cikin masana'antar kiwon lafiya don yin alluran magunguna da kuma fitar da jiyya daban-daban da aka shirya ga takamaiman marasa lafiya, da kuma taimakon hanyoyin tiyata a cikin dakin tiyata.
Me yasa ake Karatun Hankali na Artificial
Akwai dalilai daban-daban don nazarin hankali na wucin gadi. Kasancewa fasaha mai girma mai girma, kuma masana'antu da yawa sun karbe shi, nazarin wannan sana'a na iya zama babban abu.
Anan akwai wasu dalilai da yasa yakamata kuyi nazarin hankali na wucin gadi.
- AI yana da yawa
- AI yana Inganta Al'umma
- Ƙarni mai ma'anar Ƙarni
AI yana da yawa
Tasirin basirar wucin gadi zai bambanta da masana'antu saboda fasaha ce mai sassauƙa. Kasuwanci daban-daban, kamar masana'antu, yawon shakatawa, da baƙi, za su ci gajiyar wannan fasaha. Don haka koyon AI zai ba mutum damar ci gaba da sana'arsu ta fannoni daban-daban.
AI yana inganta al'umma
Ci gaban al'umma yana buƙatar basirar wucin gadi. Yin amfani da wannan fasaha na iya sauƙaƙa rayuwa ga mutane. AI, alal misali, zai kawo sabbin ci gaba da yawa a fannin kiwon lafiya. AI na iya ba da garantin cewa marasa lafiya sun sami sauri, ingantattun jiyya na kiwon lafiya.
Ƙarni mai bayyana gwaninta
Ganin cewa fasaha za ta yi mulkin duniya a karni na gaba, hankali na wucin gadi shine kwarewa na karni na ashirin da ɗaya. Yunƙurin AI ko ML zai canza al'ummar ɗan adam ta hanyoyi da yawa. Wasu manazarta ma sun tabbatar da cewa basirar wucin gadi za ta haifar da juyin juya halin masana'antu na uku a duniya.
Mafi kyawun Darussan Hankali 25 na Artificial
Kowane darasi na hankali na wucin gadi ya bambanta yana ba da cikakken ilimin kowane fanni na hankali na wucin gadi.
Akwai da yawa daga cikinsu a fadin dandamali irin su Coursera, Udemy, Edx, da dai sauransu. Duk dandamali suna da tarin shahararrun abun ciki akan AI. Waɗannan kwasa-kwasan masana a AI ne ke koyar da su, suna da cikakkun bayanai kuma sun haɗa da takaddun shaida.
Anan ga manyan kwasa-kwasan hankali 25 kyauta:
- Gabatarwa ga AI
- Gabatarwa zuwa Ilimi Mai zurfi
- Tushen Hankali na Artificial
- Sirrin Artificial don Kasuwanci
- Tsara Ayyuka na Koyon Injin
- Hankali na Artificial don Tallan Abun ciki
- Aikace-aikacen Intelligence na Artificial a cikin Talla
- AI na tushen ilimi: Tsarin fahimta
- Tsarin Harshen Halittu
- Sirrin Artificial a cikin Bioinformatics
- Sirrin Artificial don Robotics
- Gabatarwa zuwa Game AI
- dabarun AI da gudanarwa
- Ƙirƙirar fasaha a cikin fasahar saka hannun jari: Intelligence Artificial
- Neural Networks da Zurfafa ilmantarwa
- Abubuwan da ke cikin mutum a cikin AI
- Tattalin Arziki na AI
- AI cikin harkar lafiya
- Sirrin Artificial da Matsalolin Shari'a
- AI shirye-shirye tare da Python
- Hankali na wucin gadi: Kasuwancin jari
- AI a cikin Gudanar da Jama'a
- Tushen AI don masana kimiyyar da ba na bayanai ba
- Gina Chatbots masu ƙarfin AI ba tare da shirye-shirye ba
- Ƙwarewar Dijital: Ƙwarewar Artificial.
Manyan Darussan Fasaha Kyauta 25 Tare da Takaddun Shaida
#1. Gabatarwa zuwa Hankali na Artificial
Za ku koyi tushen basirar wucin gadi a cikin wannan kwas. Farawa daga ƙididdiga, koyan inji, dabaru, da tsarawa. Bugu da ƙari, za ku gano yadda ake amfani da basirar ɗan adam wajen sarrafa hoto, hangen nesa na kwamfuta, robotics, shirin motsin mutum-mutumi, sarrafa harshe na halitta, da dawo da bayanai.
#2. Gabatarwa zuwa Zurfafa Ilmantarwa
Wannan hanya ce mai mahimmanci a cikin Ilimin Artificial Intelligence. Ilimi mai zurfi yana ɗaya daga cikin mafi kyawun dabaru don aikace-aikace da yawa, daga sarrafa harshe na halitta zuwa ilimin halitta. Zurfafa ilmantarwa na iya ɗaukar nau'ikan bayanai daban-daban kamar hotuna, rubutu, murya/sauti, zane-zane, da sauransu.
#3. Mahimman Hankali na Artificial
Wannan darasi ne na gabatarwa don masu farawa don koyo game da tushen tushen hankali na Artificial. A cikin wannan kwas, zaku koyi mahimman abubuwan AI tare da Azure da ainihin ra'ayoyin AI da koyan injin. Ƙari ga haka, za ku ƙara koyon sarrafa harshe na halitta da kimanta rubutu da magana don manufa da fassara rubutu da magana tsakanin harsuna.
#4. Sirrin Artificial don Kasuwanci
Duniyar kasuwanci tana haɓaka cikin sauri kuma tana ci gaba da haɓaka tare da yanayin halin yanzu a duniya. Kasuwanci suna daidaitawa da AI don yawan aiki mara kyau. A cikin wannan kwas, zaku koyi yadda ake gudanar da kasuwancin yadda yakamata tare da aikace-aikacen Intelligence Artificial.
#5. Tsarin Ayyukan Koyon Injin
Idan kuna fatan zama jagorar fasaha wanda zai iya saita hanya don ƙungiyar AI, wannan kwas ɗin naku ne. Wannan kwas ɗin zai koya muku yadda ake gina ingantaccen aikin koyon injin da kuma yin aiki da yanke shawara a matsayin jagorar aikin koyon injin.
#6. Hankali na wucin gadi don tallan abun ciki
Tallace-tallacen abun ciki ya zama hanyar talla mai sauri da haɓaka tambura. Hankali na wucin gadi yana taka muhimmiyar rawa wajen haɓaka tallan abun ciki. Wasu daga cikin abubuwan da za ku koya a cikin wannan kwas ɗin su ne yadda ake shafar AI a cikin tallan abun ciki. Daga tattarawa da nazarin bayanai zuwa keɓance ƙwarewar mai amfani da ƙari. Hakanan za ku koyi yadda ake amfani da mahimman kayan aikin da ake amfani da su a cikin tallan abun ciki ta Hannun Hannun Artificial.
#7. Aikace-aikacen Intelligence na Artificial a Talla
Aikace-aikacen Intelligence Artificial a cikin tallace-tallace ya taimaka wajen haɓaka haɓakawa da gamsuwar abokin ciniki. A cikin nazarin wannan kwas, za ku koyi yadda ake bincika halayen mabukaci da haɓaka damar su don samun damar tallan ku ga mutanen da suka dace.
#8. AI na tushen ilimi: Tsarin fahimta
Wannan shi ne ainihin kwas a cikin Artificial Intelligence. Dangantakar da ke tsakanin tushen ilimin AI da kuma nazarin fahimtar ɗan adam shine babban abin da aka mayar da hankali kan wannan kwas. Yana ba da wakilcin ilimin da aka tsara da kuma hanyoyin warware matsala, tsarawa, da yanke shawara. Haka kuma takamaiman ƙwarewa da iyawar da ake buƙata don amfani don ƙira ma'aikatan AI na tushen ilimi.
#9. Sarrafa Harshen Halitta
Sarrafa harshen dabi'a reshe ne na basirar wucin gadi wanda ke baiwa injina damar fahimtar harshen ɗan adam. Wannan kuma hanya ce mai mahimmanci a cikin AI. Ya ƙunshi ra'ayoyi kamar koyan inji, fassarar, ilimin jijiya, da shirye-shiryen amsa na gani ta Python. Za ku koyi yadda ake amfani da algorithms don sarrafa harshen ɗan adam a cikin injina.
#10. Sirrin Artificial a cikin Bioinformatics
Bioinformatics shine aikace-aikacen fasahar kwamfuta don haɓaka hanyoyi da kayan aiki don fahimtar bayanan ilimin halitta. An tsara wannan karatun kan layi kyauta don koya muku yadda ake amfani da tushen AI a fagen bioinformatics. Daliban da suka yi rajista a cikin wannan kwas ɗin za su koyi yadda ake tattarawa, tantancewa, da ƙirar bioinformatics ta amfani da AI.
#11. Sirrin Artificial don Robotics
Wannan babban darasi ne ga masu sha'awar fannin na'urar mutum-mutumi. Za ku koyi yadda ake tsara duk manyan tsarin Robotics. Wani bangare na koyo a cikin wannan kwas ɗin ya haɗa da ra'ayi mai yiwuwa, tsarawa da bincike, ƙaddamarwa, bin diddigin, da sarrafawa.
#12. Gabatarwa zuwa Game AI
Idan kuna son wasannin bidiyo kuma kuna son zama na musamman a wannan fannin AI, wannan shine hanya madaidaiciya a gare ku. A cikin wannan kwas, za a koya muku yadda ake gina bots ɗin wasanku, ta amfani da algorithms na musamman.
#13. dabarun AI da gudanarwa
Wannan kwas ɗin yana ba ku haske game da dabarun da ake amfani da su don canza kasuwanci. Ana amfani da waɗannan dabarun don samun fa'ida mai fa'ida a duniyar kasuwanci. Fahimtar amfani da hankali na wucin gadi a cikin ingantaccen wuri da kayan aikin da ake da su don rage shingen aikace-aikacen sa ana koyar da su a cikin wannan kwas.
A ƙarshen kwas ɗin, za ku kuma koyi hanyoyi daban-daban don gano ƙiyayya da ke cikin bayanai da kuma abin da ake buƙata don gina dabarun gudanar da mulki.
#14. Ƙirƙirar fasaha a cikin fasahar saka hannun jari: Intelligence Artificial
Za ku koyi yadda fasaha ta canza yadda muke yanke shawarar kuɗi a cikin wannan kwas. Za ku koyi yadda masu ba da shawara na Robo ke aiki da kuma dalilin da yasa suke da tasiri yayin da kuke nazarin haɓakar dandamalin sarrafa dukiyar kan layi wanda AI ke motsawa.
Za ku kimanta iyawar hankali na wucin gadi don yanke shawarar saka hannun jari kuma ku koyi game da rawar AI da koyan injina wajen yanke shawarar ciniki yayin da kuke tafiya daga dabarun saka hannun jari na tushen bayanan ɗan adam zuwa hanyoyin sadarwa na jijiyoyi.
#15. Neural Network da Zurfin Ilmantarwa
A cikin wannan kwas ɗin, zaku yi nazarin tushen tushen hanyoyin sadarwar jijiyoyi da zurfin koyo. Za ku saba da mahimman hanyoyin fasaha waɗanda ke haifar da haɓakar zurfin koyo da amfani da hanyoyin sadarwa masu zurfi masu zurfi. Hakanan yadda ake aiwatar da ingantattun hanyoyin sadarwa na jijiyoyi, gano mahimmin sigogi a cikin tsarin gine-ginen cibiyar sadarwa, da amfani da zurfin koyo ga aikace-aikace.
#16. Factor na ɗan adam a cikin AI
Wannan kwas ɗin yana mai da hankali kan mahimman abubuwan ɗan adam wajen haɓaka samfuran tushen bayanan ɗan adam. Dalibai za su koyi game da aikin sirrin bayanai a cikin tsarin AI, ƙalubalen tsara AI mai ɗa'a, da kuma hanyoyin gano tushen son zuciya.
#17. Tattalin Arziki na AI
Za ku koyi game da mafi kwanan nan tattalin arziki na binciken AI da tasirinsa akan tattalin arziki da kasuwannin aiki a cikin wannan kwas. Binciken yadda samar da tattalin arziki da ci gaban fasaha ke tasiri ta hanyar basirar wucin gadi. Hakanan za ku bincika tasirin ci gaban fasaha na AI akan kasuwannin ƙwadago da ma'aikata, da tantance ingancin damuwa game da rashin aikin yi na fasaha.
#18. Sirrin Artificial a cikin kiwon lafiya
Hankalin wucin gadi ya canza masana'antu da yawa kuma ba a bar masana'antar kiwon lafiya ba. Ka yi tunanin samun damar yin nazarin bayanan majiyyaci, gwaje-gwajen lab, da sauran bayanan da ke wajen tsarin kiwon lafiya. Wannan kwas ɗin zai koya muku game da aikace-aikacen yanzu da na gaba na AI a cikin kiwon lafiya. Manufar ita ce kawo fasahar AI zuwa asibitoci cikin aminci da ɗabi'a.
#19. Leken asiri na wucin gadi da batutuwan shari'a
Wannan kwas duk game da fahimtar abubuwan da suka shafi shari'a da ke da alaƙa da amfani da tsarin bayanan ɗan adam. Yana ba da bayyani game da haɗari da kariyar doka waɗanda za a iya hasashe. Za a tattauna tasirin AI akan haƙƙin ɗan adam na asali, kariyar dukiya, da keɓancewa a cikin wannan hanya.
#20. AI shirye-shirye tare da Python
Shirye-shiryen wani muhimmin al'amari ne na Sirrin Artificial. Kuma koyan shirye-shirye da Python shine babban abin da aka fi mayar da hankali akan wannan kwas. Hakanan za ku mai da hankali kan koyon babban shingen ginin fasaha na wucin gadi- hanyoyin sadarwar jijiya.
#21. Hankali na wucin gadi: Kasuwancin jari
Kasuwancin hannun jari ya zama ɗaya daga cikin fagage masu yawa na saka hannun jari a cikin 'yan lokutan. Tare da wannan kwas ɗin, zaku sami kyakkyawan ra'ayi na yadda za'a iya amfani da fasaha azaman kayan aiki don haɓakawa da dabarun saka hannun jari. Hakanan za ku koyi kayan aikin daban-daban da ake amfani da su, kuma ku sami damar fahimtar fasahar saka hannun jari a kasuwannin hannun jari tare da taimakon Intelligence Artificial.
#22. AI a cikin Gudanar da Jama'a
A cikin wannan kwas ɗin, zaku koya game da Ilimin Artificial da Koyan Injin kamar yadda ya shafi Gudanar da HR. Za ku bincika ra'ayoyi masu alaƙa da rawar bayanai a cikin koyan na'ura, aikace-aikacen AI, iyakokin amfani da bayanai a cikin yanke shawara na HR, da kuma yadda za a iya rage son zuciya ta amfani da fasahar blockchain.
#23. Tushen AI don masana kimiyyar da ba na bayanai ba
A cikin wannan kwas, zaku zurfafa zurfafa don gano yadda ake amfani da Injin Learning don sarrafa da fassara Babban Bayanai. Za ku sami cikakken kallon hanyoyi da hanyoyi daban-daban don ƙirƙirar algorithms don haɗawa cikin kasuwancin ku tare da irin waɗannan kayan aikin kamar Injin Koyarwa da TensorFlow. Hakanan zaku koyi hanyoyin ML daban-daban, Ilmantarwa mai zurfi, da kuma iyakoki amma kuma yadda ake fitar da daidaito da amfani da mafi kyawun bayanan horo don algorithms ɗinku.
#24. Gina Chatbots masu ƙarfin AI ba tare da shirye-shirye ba
Wannan kwas ɗin zai koya muku yadda ake ƙirƙirar chatbots masu amfani ba tare da buƙatar rubuta kowane lamba ba. Za ku koyi yadda ake tsarawa, aiwatarwa, gwadawa, da tura masu amfani da ku. Chatbots sun zama ruwan dare a masana'antar mu. Kasuwancin kwanan nan waɗanda ke buƙatar wannan takamaiman dabara ana ƙara su kowace rana, masu ba da shawara suna buƙatar ƙimar ƙima, kuma sha'awar chatbots yana ƙaruwa da sauri. Suna ba da ingantaccen goyon bayan abokin ciniki ga abokan ciniki.
#25. Ƙwarewar Dijital: Ƙwarewar Artificial
Wannan kwas ɗin yana nufin ba ku damar fahimtar AI. Zai kimanta tarihin basirar ɗan adam, da kuma abubuwan ban sha'awa, abubuwan da ke faruwa, da kuma fahimta game da amfani da shi. Za ku kuma bincika haɗin aiki tsakanin mutane da AI da iyawar da aka annabta da ake buƙata don yin hulɗa tare da fasahar AI. Da wannan ilimin, zaku iya haɓaka ƙwarewar ku har ma da daidaita aikinku.
Yabo
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- 20 Darussan IT na kan layi kyauta tare da Takaddun shaida.
Tambayoyin da
Ko darussan basirar ɗan adam suna da wahala?
Koyon hankali na wucin gadi na iya zama ƙalubale kuma wani lokacin yana da ban takaici, musamman ga waɗanda ba su da shirye-shirye. Duk da haka, idan kuna sha'awar shi, za ku iya koya. Yana da kyau koyaushe ku tabbatar da Niche ɗin ku kafin zaɓar kwas don yin karatu.
Menene mafi kyawun kwas na AI akan layi?
Mafi kyawun kwas ɗin AI akan layi shine shirye-shiryen AI tare da Python. Wannan kwas ɗin zai ba ku zurfin ilimin tushen AI da kuma amfani da kayan aikin shirye-shirye kamar Python, Numpy da PyTorch kuma za a koyar da su.
Ta yaya koyon Injin ke da alaƙa da Hankalin Artificial?
Koyon inji wani yanki ne na hankali na wucin gadi. Wannan aiki ne na sa kwamfutoci su yi aiki da kuzari ba tare da an tsara su don yin hakan ba. Don haka, koyan na'ura wata dabara ce da ake amfani da ita don aiwatar da Intelligence Artificial Intelligence.
Menene ainihin batutuwan da ake buƙata a cikin AI?
Don ci gaba da aiki a cikin Hannun Hannun Artificial, akwai wasu mahimman batutuwan kimiyya waɗanda kuke buƙata. Waɗannan su ne Chemistry, Physics, Mathematics, and Statistics. Digiri na koleji a Kimiyyar Kwamfuta, Kimiyyar Bayanai, ko Fasahar Sadarwa shima yana da mahimmanci.
Kammalawa
Hankali na wucin gadi ya zama wani ɓangare na mu, yana shiga cikin ayyukanmu na yau da kullun da haɓaka ayyukanmu. Daga na'urori masu wayo irin su Alexia, Siri, da mataimakan Google zuwa wasannin bidiyo, robots, da dai sauransu. Hankali na wucin gadi yana kusa da mu, Don haka daidaikun mutane suna son zurfafa cikin wannan hanyar sana'a.
Sana'a ce mai ban sha'awa amma galibi rajista da samun takaddun shaida na iya yin tsada sosai. Wannan shine dalilin da ya sa aka tsara waɗannan kwasa-kwasan kyauta don sauƙaƙe koyo ga masu sha'awar wannan sana'a. Tsawon lokacin koyo ya dogara da kwas da dandalin koyo. Muna fatan wannan labarin ya taimaka muku wajen neman aikinku.
