"Kodi mukufuna kudziwa chiyani za intelligence? Ganizirani zolembetsa maphunziro athu aulere a Artificial Intelligence ndi satifiketi. Maphunziro ochulukawa akufuna kukudziwitsani malingaliro ndi njira za AI, monga masomphenya apakompyuta, kukonza zilankhulo zachilengedwe, komanso kuphunzira pamakina.
Kuti muwonetsetse kuti mukumvetsetsa bwino za phunzirolo, aphunzitsi odziwa bwino awa adzakutsogolerani m'maphunzirowa ndikupereka zitsanzo zothandiza. Kuphatikiza apo, mudzalandira satifiketi mukamaliza maphunzirowo kuti muwonetse chidziwitso ndi luso lomwe mwaphunzira. ”
Artificial Intelligence ikhoza kukhala ntchito yovuta ndipo imafuna chidziwitso choyambirira cha sayansi yamakompyuta, masamu, ndi magawo ena okhudzana ndi sayansi.
M'nkhaniyi, talemba maphunziro apamwamba aulere a intelligence.
M'ndandanda wazopezekamo
Kodi Artificial Intelligence ndi chiyani?
Artificial Intelligence ndi kuthekera kwa makina kuti agwire ntchito zofanana ndi luso la munthu. Makina monga Siri, Alexia, ndi Google Assistant ndi zitsanzo za luntha lochita kupanga ndipo amachita zinthu monga kuzindikira Kulankhula, kupanga zisankho, komanso kuzindikira.
Komabe, luntha lochita kupanga limagwiritsidwa ntchito kwambiri pamasewera apakanema, pomwe makompyuta amapangidwa kuti azisewera ngati wina. Kuphunzira pamakina ndi gawo laling'ono la AI lomwe limaphunzitsa makompyuta momwe angaphunzire kuchokera ku data. Izi zimachitika podyetsa makompyuta zitsanzo zambiri ndikuzilola kuti izidziwonetsera yokha.
Pagulu masiku ano, luntha lochita kupanga likugwiritsidwa ntchito m'mafakitale osiyanasiyana. Mayiko ena omwe ali ndi chuma chambiri atengera kugwiritsa ntchito AI pogwira ntchito zochepetsera anthu ogwira ntchito komanso kulimbikitsa ogwira ntchito mwachangu komanso opindulitsa. AI ikugwiritsidwanso ntchito m'makampani azachipatala popereka mankhwala osokoneza bongo komanso kupereka mankhwala osiyanasiyana omwe amaperekedwa kwa odwala ena, komanso kuthandizira opaleshoni m'chipinda chopangira opaleshoni.
Chifukwa chiyani muyenera kuphunzira Artificial Intelligence
Pali zifukwa zosiyanasiyana zophunzirira luntha lochita kupanga. Pokhala ukadaulo wokulirapo, komanso wotengedwa ndi mafakitale angapo, kuphunzira ntchitoyi kungakhale kothandiza kwambiri.
Nazi zina mwazifukwa zomwe muyenera kuphunzira zanzeru zopangira.
- AI ndi yosinthasintha
- AI Ikukweza Society
- Talente yotanthauzira zaka zana
AI ndi yosunthika
Zotsatira za luntha lochita kupanga zimasiyana ndi mafakitale chifukwa ndiukadaulo wosinthika. Mabizinesi osiyanasiyana, monga kupanga zinthu, zokopa alendo, ndi kuchereza alendo, adzapindula ndi luso limeneli. Kuphunzira AI kudzathandiza munthu kupititsa patsogolo ntchito yawo m'magawo osiyanasiyana.
AI ikusintha anthu
Kupita patsogolo kwa anthu kumafuna luntha lochita kupanga. Kugwiritsa ntchito luso limeneli kungathandize anthu kukhala ndi moyo wosalira zambiri. AI, mwachitsanzo, ibweretsa zinthu zambiri zatsopano mu gawo lazaumoyo. AI ikhoza kutsimikizira kuti odwala amalandira chithandizo chamankhwala mwachangu, cholondola.
Talente yofotokoza zaka zana
Popeza kuti teknoloji idzalamulira dziko lapansi kwa zaka zana zotsatira, luntha lochita kupanga ndilofunika kwambiri m'zaka za zana la makumi awiri ndi limodzi. Kukwera kwa AI kapena ML kudzasintha anthu m'njira zambiri. Akatswiri ena afika ponena kuti nzeru zopangapanga zidzayambitsa kusintha kwachitatu kwa mafakitale padziko lonse.
Maphunziro Apamwamba 25 Anzeru Zakupangira
Maphunziro aliwonse anzeru zopangapanga ndi osiyana popereka chidziwitso chokwanira pamtundu uliwonse wa luntha lochita kupanga.
Pali ambiri aiwo pamapulatifomu monga Coursera, Udemy, Edx, etc. Mapulatifomu onse ali ndi matani azinthu zodziwika pa AI. Maphunzirowa amaphunzitsidwa ndi akatswiri mu AI, ali ochuluka kwambiri ndipo amaphatikizapo certification.
Nawa maphunziro apamwamba 25 aukadaulo aulere:
- Chiyambi cha AI
- Kuyamba kwa Kuphunzira Mwakuya
- Artificial Intelligence Basics
- Artificial Intelligence for Business
- Kupanga Ntchito Zophunzirira Makina
- Artificial Intelligence for Content Marketing
- Artificial Intelligence application mu Marketing
- Chidziwitso chochokera ku AI: Chidziwitso chadongosolo
- Kukonzekera Kwachilengedwe
- Artificial Intelligence mu Bioinformatics
- Artificial Intelligence ya robotics
- Chidziwitso cha Game AI
- Njira za AI ndi utsogoleri
- Innovation mu teknoloji yogulitsa ndalama: Artificial Intelligence
- Neural Networks ndi Kuphunzira Mwakuya
- Zinthu zaumunthu mu AI
- Economics ya AI
- AI pachipatala
- Artificial Intelligence ndi Nkhani zamalamulo
- Pulogalamu ya AI ndi Python
- Artificial Intelligence: Kugulitsa masheya
- AI mu People Management
- Zofunika za AI kwa Non-Data Asayansi
- Kupanga Ma Chatbots Oyendetsedwa ndi AI Opanda Mapulogalamu
- Maluso a digito: Luso Lopanga.
Maphunziro apamwamba a 25 Artificial Intelligence Aulere Ndi Satifiketi
#1. Mau oyamba a Artificial Intelligence
Muphunzira zoyambira zanzeru zopangira maphunzirowa. Kuchokera ku ziwerengero, Kuphunzira kwa Makina, Zomveka, ndikukonzekera. Kuphatikiza apo, mupeza momwe luntha lochita kupanga limagwiritsidwira ntchito pakukonza Zithunzi, masomphenya apakompyuta, ma robotiki, kukonza kayendedwe ka maloboti, kukonza zilankhulo Zachilengedwe, ndikubwezeretsanso chidziwitso.
#2. Mawu Oyamba pa Kuphunzira Mwakuya
Iyi ndi maphunziro ofunikira mu Artificial Intelligence. Kuphunzira Mwakuya ndi imodzi mwa njira zabwino kwambiri zogwiritsira ntchito zambiri, kuyambira pakukonza zilankhulo zachirengedwe mpaka ku biomedical. Kuphunzira mozama kumatha kuthana ndi mitundu yosiyanasiyana ya data monga zithunzi, zolemba, mawu / mawu, ma graph, ndi zina zotero.
#3. Artificial Intelligence Fundamentals
Awa ndi maphunziro oyambira kwa oyamba kumene kuti aphunzire zoyambira za Artificial intelligence. Mumaphunzirowa, muphunzira Zoyambira za AI ndi Azure komanso mfundo zazikuluzikulu za AI komanso kuphunzira pamakina. Kuphatikiza apo, muphunziranso kukonza zilankhulo zachilengedwe ndikuwunika zolemba ndi zolankhula kuti zikhale ndi cholinga ndikutanthauzira mawu ndi malankhulidwe pakati pa zilankhulo.
#4. Artificial Intelligence for Business
Mabizinesi akuchulukirachulukira ndipo akupitabe kusintha mogwirizana ndi zomwe zikuchitika padziko lapansi. Mabizinesi akusintha ku AI kuti azichita bwino. Mumaphunzirowa, muphunzira momwe mungayendetsere bizinesiyo moyenera pogwiritsa ntchito Artificial Intelligence.
#5. Kupanga Mapulojekiti Ophunzirira Makina
Ngati mukufuna kukhala mtsogoleri waukadaulo yemwe angakhazikitse njira ya gulu la AI, maphunzirowa ndi anu. Maphunzirowa akuphunzitsani momwe mungapangire pulojekiti yopambana yophunzirira makina ndikuyamba kupanga zisankho ngati mtsogoleri wa polojekiti yophunzirira makina.
#6. Artificial Intelligence for Content marketing
Kutsatsa kwazinthu kwakhala njira yofulumira yotsatsa ndikutsatsa malonda. Artificial Intelligence imagwira ntchito yofunika kwambiri pakukweza kutsatsa kwazinthu. Zina mwazinthu zomwe muphunzire m'maphunzirowa ndi momwe mungakhudzire AI pakutsatsa kwazinthu. Kuchokera pakusonkhanitsa ndi kusanthula deta mpaka kutengera zomwe ogwiritsa ntchito akukumana nazo ndi zina zambiri. Muphunziranso kugwiritsa ntchito zida zofunika zomwe zimagwiritsidwa ntchito pakutsatsa kwazinthu kudzera mu Artificial Intelligence.
#7. Artificial Intelligence Application in Marketing
Kugwiritsa ntchito Artificial Intelligence pakutsatsa kwathandizira kulimbikitsa kukwezedwa komanso kukhutitsidwa kwamakasitomala. Muphunziro la maphunzirowa, muphunzira momwe mungayang'anire zomwe ogula amachita ndikukulitsa kuthekera kwawo kuti athe kutsata malonda anu kwa anthu oyenera.
#8. Chidziwitso chochokera ku AI: Chidziwitso chadongosolo
Awa ndi maphunziro ofunikira mu Artificial Intelligence. Ubale pakati pa AI yozikidwa pa chidziwitso ndi kuphunzira kuzindikira kwa anthu ndiye cholinga chachikulu cha maphunzirowa. Amapereka chidziwitso chokhazikika komanso njira zothetsera mavuto, kukonzekera, ndi kupanga zisankho. Komanso maluso ndi luso lapadera lomwe limafunikira kuti mugwiritse ntchito popanga zida za AI zozikidwa pa chidziwitso.
#9. Natural Language Processing
Kukonza zilankhulo zachilengedwe ndi nthambi yanzeru zopanga zomwe zimathandiza makina kumvetsetsa chilankhulo cha anthu. Ilinso ndi maphunziro amodzi ofunikira mu AI. Imakhala ndi malingaliro monga kuphunzira pamakina, kumasulira, chidziwitso cha neural, komanso kuyankha kowoneka bwino ndi Python. Muphunzira momwe mungagwiritsire ntchito ma algorithms kuti muzitha kuyendetsa chilankhulo cha anthu pamakina.
#10. Artificial Intelligence mu Bioinformatics
Bioinformatics ndikugwiritsa ntchito ukadaulo wamakompyuta kupanga njira ndi zida zomvetsetsa zachilengedwe. Maphunzirowa aulere apaintaneti adapangidwa kuti akuphunzitseni momwe zoyambira za AI zimagwiritsidwira ntchito pa bioinformatics. Ophunzira omwe adalembetsa nawo maphunzirowa aphunzira momwe angasonkhanitsire, kusanthula, ndi zitsanzo za bioinformatics pogwiritsa ntchito AI.
#11. Artificial Intelligence ya Robotics
Awa ndi maphunziro apamwamba kwa omwe ali ndi chidwi ndi maloboti. Muphunzira momwe mungakhazikitsire makina onse akuluakulu a Robotic. Mbali inanso yophunzirira m'maphunzirowa ikuphatikiza kutsata kwapang'onopang'ono, kukonzekera ndi kufufuza, kukhazikika, kutsatira, ndi kuwongolera.
#12. Chidziwitso cha Game AI
Ngati mumakonda masewera apakanema ndipo mukufuna kukhala apadera pagawo la AI, iyi ndiye njira yoyenera kwa inu. Mu maphunzirowa, muphunzitsidwa momwe mungapangire bots yanu yamasewera, pogwiritsa ntchito ma aligorivimu apadera.
#13. Njira za AI ndi utsogoleri
Maphunzirowa amakupatsani chidziwitso panjira zomwe zimagwiritsidwa ntchito posintha mabizinesi. Njirazi zimagwiritsidwa ntchito kuti apeze mwayi wopikisana nawo muzamalonda. Kumvetsetsa kugwiritsa ntchito luntha lochita kupanga pamalo olimba ndi zida zomwe zilipo kuti zichepetse zopinga zomwe zikugwiritsidwa ntchito zimaphunzitsidwa m'maphunzirowa.
Pamapeto pa maphunzirowa, muphunziranso njira zosiyanasiyana zodziwira kukondera komwe kuli mkati mwa data komanso zomwe zimafunika kuti mupange njira yoyendetsera bwino.
#14. Innovation mu teknoloji yogulitsa ndalama: Artificial Intelligence
Muphunzira momwe ukadaulo wasinthira momwe timapangira zisankho zachuma m'maphunzirowa. Muphunzira momwe alangizi a Robo amagwirira ntchito komanso chifukwa chake ali othandiza mukamaphunzira kukwera kwa nsanja zoyendetsedwa ndi AI zoyendetsedwa ndi chuma pa intaneti.
Mudzawunika kuthekera kwa luntha lochita kupanga kupanga zisankho zandalama ndikuphunzira za gawo la AI ndi kuphunzira pamakina popanga zisankho zamalonda mukachoka kunjira zoyendetsera ndalama zoyendetsedwa ndi anthu kupita ku neural network.
#15. Neural Network ndi Kuphunzira Mwakuya
Mu maphunzirowa, muphunzira lingaliro loyambira la ma neural network ndi kuphunzira mozama. Mudzadziwa momwe ukadaulo wapamwamba umathandizira kukwera kwa kuphunzira mozama ndikugwiritsa ntchito maukonde ozama a neural. Komanso momwe mungakhazikitsire ma neural network aluso, kuzindikira magawo ofunikira pamapangidwe a neural network, ndikugwiritsa ntchito kuphunzira mozama pamapulogalamu.
#16. Human Factor mu AI
Maphunzirowa amayang'ana kwambiri zinthu zofunika kwambiri za anthu popanga zinthu zopangidwa mwanzeru. Ophunzira aphunzira za ntchito yachinsinsi cha data mu machitidwe a AI, vuto la kupanga AI yodalirika, ndi njira zodziwira magwero a tsankho.
#17. Economics ya AI
Muphunzira za kafukufuku waposachedwa kwambiri wa kafukufuku wa AI ndi zotsatira zake pazachuma komanso misika yazantchito m'maphunzirowa. Kuwunika momwe kupanga chuma ndi kupita patsogolo kwaukadaulo kumakhudzidwira ndi luntha lochita kupanga. Muwonanso zotsatira za kupita patsogolo kwaukadaulo koyendetsedwa ndi AI pamisika yazantchito ndi ogwira ntchito, ndikuwonetsetsa kutsimikizika kwa nkhawa zokhudzana ndi kusowa kwa ntchito zaukadaulo.
#18. Artificial Intelligence mu chisamaliro chaumoyo
Luso la Artificial Intelligence lasintha mafakitale angapo ndipo zachipatala sizikusiyidwa. Tangoganizani kukhala wokhoza kusanthula deta ya wodwala, kuyezetsa kwa labu, komanso zina kunja kwa zaumoyo. Maphunzirowa akuphunzitsani momwe AI akugwiritsira ntchito panopa komanso mtsogolomu pazaumoyo. Cholinga ndikubweretsa luso la AI m'zipatala mosamala komanso mwachilungamo.
#19. Artificial Intelligence ndi Nkhani Zazamalamulo
Maphunzirowa ndi okhudza kumvetsetsa tanthauzo lazamalamulo lokhudzana ndi kugwiritsa ntchito njira zanzeru zopangira. Imapereka chithunzithunzi chachitetezo ndi chitetezo chalamulo chomwe chingaganizidwe. Zotsatira za AI pa ufulu wachibadwidwe, chitetezo cha katundu, ndi zinsinsi zidzakambidwa m'maphunzirowa.
#20. Pulogalamu ya AI ndi Python
Kupanga mapulogalamu ndi gawo lofunikira pa Artificial Intelligence. Ndipo kuphunzira kupanga pulogalamu ndi Python ndiye cholinga chachikulu cha maphunzirowa. Mudzayang'ananso pakuphunzira chomanga chachikulu chaukadaulo waukadaulo- Neural network.
#21. Artificial Intelligence: Kugulitsa masheya
Kugulitsa masheya kwakhala chimodzi mwazinthu zazikulu zomwe anthu amaikapo ndalama posachedwa. Ndi maphunzirowa, mudzakhala ndi lingaliro labwino la momwe ukadaulo ungagwiritsire ntchito ngati chida chothandizira kukonza ndi kukonza bwino ndalama. Muphunziranso zida zosiyanasiyana zomwe zimagwiritsidwa ntchito, ndikutha kumvetsetsa luso loyika ndalama pamsika wamasheya mothandizidwa ndi Artificial Intelligence.
#22. AI mu People Management
Mu maphunzirowa, muphunzira za Artificial Intelligence ndi Machine Learning monga momwe zimagwirira ntchito ku HR Management. Mudzafufuza malingaliro okhudzana ndi gawo la deta pakuphunzira makina, kugwiritsa ntchito AI, malire ogwiritsira ntchito deta muzosankha za HR, ndi momwe kukondera kungachepetsedwe pogwiritsa ntchito teknoloji ya blockchain.
#23. Zofunika za AI kwa Non-Data Asayansi
Mu maphunzirowa, mupita mozama kuti mudziwe momwe Machine Learning imagwiritsidwira ntchito ndi kutanthauzira Big Data. Muwona mwatsatanetsatane njira ndi njira zosiyanasiyana zopangira ma aligorivimu kuti aphatikizidwe mubizinesi yanu ndi zida monga Teachable Machine ndi TensorFlow. Muphunziranso njira zosiyanasiyana za ML, Kuphunzira Mwakuya, komanso zolephera komanso momwe mungayendetsere kulondola ndikugwiritsa ntchito deta yabwino yophunzitsira ma algorithms anu.
#24. Kupanga Ma Chatbots Oyendetsedwa ndi AI Opanda Mapulogalamu
Maphunzirowa akuphunzitsani momwe mungapangire ma chatbots othandiza popanda kufunika kolemba ma code. Muphunzira kukonza, kukhazikitsa, kuyesa, ndi kutumiza ma chatbots omwe amasangalatsa ogwiritsa ntchito anu. Ma Chatbots akuchulukirachulukira m'makampani athu. Mabizinesi aposachedwa omwe akufunika njira iyi akuwonjezeredwa tsiku lililonse, alangizi amafuna mitengo yamtengo wapatali, ndipo chidwi cha ma chatbots chikuchulukirachulukira. Amapereka chithandizo chabwino chamakasitomala kwa makasitomala.
#25. Maluso a digito: Luso Lopanga
Maphunzirowa akufuna kukupatsirani kumvetsetsa kwakukulu kwa AI. Idzawunika mbiri yanzeru zopangira, komanso zochititsa chidwi, zomwe zimachitika, komanso zidziwitso zogwiritsa ntchito. Musanthulanso kugwirizana kwa ntchito pakati pa anthu ndi AI ndi kuthekera konenedweratu kofunikira kuti mugwirizane ndiukadaulo wa AI. Ndi chidziwitso ichi, mudzatha kukulitsa luso lanu komanso kusintha ntchito yanu.
malangizo
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Mafunso Ofunsidwa Kawirikawiri
Kodi maphunziro a intelligence intelligence ndi ovuta?
Kuphunzira luntha lochita kupanga kungakhale kovuta ndipo nthawi zina kumakhala kokhumudwitsa, makamaka kwa omwe sali opanga mapulogalamu. Komabe, ngati mukuikonda, mutha kuiphunzira. Ndikofunikira kuti nthawi zonse muzitsimikizira za Niche yanu musanasankhe maphunziro oti muphunzire.
Kodi maphunziro abwino kwambiri a AI pa intaneti ndi ati?
Maphunziro abwino kwambiri a AI pa intaneti ndi mapulogalamu a AI ndi Python. Maphunzirowa akupatsani chidziwitso chozama cha maziko a AI komanso kugwiritsa ntchito zida zamapulogalamu monga Python, Numpy ndi PyTorch zidzaphunzitsidwanso.
Kodi kuphunzira kwa Machine kumagwirizana bwanji ndi Artificial Intelligence?
Kuphunzira pamakina ndi kagawo kakang'ono ka luntha lochita kupanga. Ndi ntchito yopangitsa makompyuta kuti azigwira ntchito mwachidwi popanda kukonzedwa kuti atero. Chifukwa chake, kuphunzira pamakina ndi njira yomwe imagwiritsidwa ntchito kukhazikitsa Artificial Intelligence.
Kodi ndi maphunziro otani omwe amafunikira mu AI?
Kuti muyambe ntchito mu Artificial Intelligence, pali maphunziro ena ofunikira asayansi omwe mukufuna. Izi ndi Chemistry, Physics, Masamu, ndi Statistics. Digiri yaku koleji mu Computer Science, Data Science, kapena Information Technology ndiyofunikanso.
Kutsiliza
Luntha lochita kupanga lakhala gawo lathu, kumachita ntchito zathu za tsiku ndi tsiku ndikuwonjezera zokolola zathu. Kuchokera pazida zanzeru monga Alexia, Siri, ndi othandizira a Google kupita kumasewera apakanema, maloboti, ndi zina zambiri. Luntha Lopanga lili pafupi nafe, Chifukwa chake anthu amafuna kuyang'ana ntchitoyo.
Ndi ntchito yosangalatsa koma nthawi zambiri kulembetsa ndi kupeza ziphaso kutha kukhala kodula kwambiri. Ichi ndichifukwa chake maphunziro aulerewa adapangidwa kuti aziphunzira mosavuta kwa omwe ali ndi chidwi ndi ntchitoyi. Kutalika kwa maphunziro kumatengera maphunziro ndi nsanja yophunzirira. Tikukhulupirira kuti nkhaniyi ikuthandizani kukwaniritsa ntchito yanu.
