yokuqalisa >> U kufunda

U kufunda

Ubukrelekrele bokwenza, ukufunda ngomatshini, ukufunda okunzulu. Zonke ziyikhonsepthi eyandayo. Kubonakala ngathi yinto evela kwikamva, kodwa isetyenziswa ngakumbi nangakumbi kuzo zonke iinkalo zobomi. Hayi kwi-Intanethi kuphela, hayi kumbono wekhompyuter kuphela. Bafumanisa ukugula, ukuphucula iingxaki, ukuqhuba iimoto kunye nezinye izinto

Sizakuthetha ngantoni

Asiyi kupapasha iindaba. Siza kuzama ukufumana ulwazi oluluncedo njengesiqhelo e-Ikkaro. Ukuqokelela izixhobo, ukuzama ukucacisa iikhonsepthi, ukwenza imizekelo yokufunda ngoomatshini. Izicelo kumacandelo ahlukeneyo, anje nge-IoT, kunye nalo naluphi na ulwazi lwedatha olufumanayo.

Andiyongcali. Ndikwinkqubo yokufunda kodwa ndiyakholelwa ukuba ndinganegalelo kulwazi endilufumanayo kwaye ndiphucule ngalo.

Ulawulo lwelizwi kwiPC kunye neRaspberryPi ngeWhisper

Umbono weprojekthi yile ukunika imiyalelo yelizwi ukusebenzisana ngePC yethu okanye kwiRaspberry Pi yethu usebenzisa imodeli yeVoice-to-text Whisper.

Siza kunika umyalelo oza kubhalwa, uguqulelwe kwisicatshulwa, kunye ne-Whisper kwaye emva koko sihlalutye ukuphumeza umyalelo ofanelekileyo, onokuthi uphume ekuphumezeni inkqubo yokunika i-voltage kwi-RaspberryPi izikhonkwane.

Ndiza kusebenzisa iRaspberry Pi 2 yakudala, i-USB encinci kwaye ndiza kusebenzisa imodeli yeVoice-to-text esanda kukhutshwa yi-OpenAI, Ukuhleka. Ekupheleni kwenqaku ungabona ukusebeza kancinci.

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Ikhosi yokuKhubazeka yokufunda

Uphengululo kunye noluvo lokufunda ngomatshini ngekhosi kagoogle

Ndenze ikhosi yonjiniyela ye Ikhosi yokuPhazamiseka kweMatshini kaGoogle. Ikhosi yokwazisa, apho bakunika khona iziseko kwaye babone imizekelo yokuphunyezwa kwenyani ngeTensorFlow. Le mizekelo yeyona indikhuthazayo ukuba ndenze njalo.

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Google Colaboratory okanye Google Colab

UGoogle ubambisene kwiJupyter Notebook yabaphuhlisi bakaGoogle

Ukusebenzisana, okwabizwa ngokuba I-Google Colab Yimveliso yoPhando lukaGoogle kwaye isetyenziselwa ukubhala nokuqhuba iPython kunye nezinye iilwimi ezivela kwisikhangeli sethu.

Yintoni

Ndikushiya isikhokelo sabaqalayo abancedisa ngokugqibeleleyo eli nqaku

IColab isingathwe nguJupyter'

Isebenza ngokuchanekileyo njengeJupyter, uyabona inqaku lethu. Zincwadi zamanqaku okanye iincwadana zokubhala ezisekwe kwiiseli ezinokuba yimibhalo, imifanekiso okanye ikhowudi, kweli nqanaba lePython, kuba ngokungafaniyo neJupyter Colab okwangoku kuphela enokusetyenziswa yi-Python kernel, bathetha ngokuphumeza ezinye kamva ezinje ngeR, Scala, njl. , kodwa akukho umhla uchaziweyo.

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Iikhosi zokufunda uMatshini wokuFunda, ukuFunda okunzulu kunye nobukrelekrele bokwenza

iikhosi zokufunda ngomatshini, ukufunda nzulu. Ukubaluleka kwedatha

Ezi zezona zixhobo zibalaseleyo ndizifumanayo zokufunda ngokuFunda ngomatshini, ukuFunda okunzulu kunye nezinye izihloko zeArtificial Intelligence.

Kukho iikhosi zasimahla nezihlawulelweyo kunye namanqanaba ahlukeneyo. Ewe kunjalo, nangona zikhona ezinye ngeSpanish, uninzi lwazo lungesiNgesi.

Izifundo zasimahla

Kwabaqalayo

Ndizahlulahlule kwizifundo ezifutshane (ukusuka kwi-1 kuye kwiiyure ezingama-20) Ezi zezokunxibelelana okokuqala nomxholo.

Isingeniso kuMatshini wokuFunda nguKaggle Mfutshane, ziiyure ezi-3 kuphela
Ikhosi yokuKhubazeka yokufunda nguGoogle ngeTensorFlow APIs (iiyure ezili-15). YENZIWE. Apha uphononongo
Ukwazisa ukuFunda okunzulu nguKaggle Iiyure ezingama-4 zokufunda i-DL kunye neTensorFlow. Funda ezona zimvo ziphambili zokuFunda koMatshini kwaye wakhe iimodeli zakho zokuqala.
Iiklasi zeStanford IA umbono Uluhlu lweYouTube lweeklasi zeStanford zokufunda umbono wekhompyuter kunye ne-AI (iiyure ezingama-20)
Intshayelelo yeMfundo enzulu nge-MIT. Le yenzelwe abafundi okanye abafundi bangaphambili kodwa sinokubona iividiyo zeeklasi.
Izinto ze-AI. Isingeniso sasimahla kubukrelekrele bokuzenzela obungengcali zeNON yiYunivesithi yaseHelsinki.

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Ungaziguqula njani iitafile ukusuka kwi-PDF ukuya kwi-Excel okanye kwi-CSV ngeTabula

Ukupasa kunye nokuguqula i-pdf kwi-csv kwaye iphumelele

Ukujonga idatha yezembali ebonelelwe nguloo meteorological wokujonga esixekweni sam, ndiyabona ukuba Banikezela kuphela ngemizobo kunye nokukhuphela njengePDF. Andiqondi ukuba kutheni bengakuvumeli ukuba uzikhuphele kwi-csv, eya kuba luncedo ngakumbi kuye wonke umntu.

Ke bendikhangela enye Isisombululo sokudlulisa ezi tafile ukusuka kwi-pdf ukuya kwi-csv okanye ukuba umntu othile ufuna ukufomatha i-Excel okanye iOfisi yeLibre. Ndiyayithanda i-csv kuba nge-csv wenza yonke into onokuyiphatha nge-python kunye neelayibrari zayo okanye ungangenisa ngokulula kuyo nayiphi na ispredishithi.

Njengombono kukufezekisa inkqubo ezenzekelayo, into endiyifunayo siskripthi sokusebenza nePython kwaye kulapho uTabula engena khona.

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Isifundo se-Anaconda: Yintoni, uyifaka njani kwaye uyisebenzisa njani

Inzululwazi yeDatha ye-Anaconda, idatha enkulu kunye ne-pytho, ukuhanjiswa kwe-R

Kule nqaku ndishiya ifayile ye- Isikhokelo sokufakwa kwe-Anaconda kunye nendlela yokusebenzisa umphathi wephakheji yeConda. Ngale nto sinokwenza indawo yophuhliso lwe-python kunye ne-R ngeelayibrari esifunayo. Ndinomdla kakhulu ukuqala ukungxama ngokuFunda ngomatshini, uhlalutyo lwedatha kunye neprogram yePython.

I-Anaconda yindawo yasimahla kunye neVulekileyo yokuhanjiswa kolwimi lwePython kunye neelwimi ezisetyenziswa kakhulu kwi ikhompyuter yenzululwazi (iSayensi yeDatha, iNzululwazi yeDatha, ukuFunda ngomatshini, iSayensi, ubuNjineli, i-analytics yokuqikelela, idatha enkulu, njl..

Ifaka inani elikhulu lezicelo ezisetyenziswa ngokubanzi kwezi nkalo ngaxeshanye, endaweni yokuba uzifake nganye nganye. . Ngaphezulu kwe-1400 kwaye zezona zisetyenziswa kakhulu kwezi nkalo. Eminye imizekelo

numpy
Iipandas
I-Tensorflow
H20.ai
Iskipy
ijupyter
Umsebenzi
I-OpenCV
IMatplotLib

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Uyifaka njani iKeras kunye neTensorFlow ukusuka kwi-backend kwi-Ubuntu

Uyifaka njani ikeras kubuntu

Emva kokugqiba Inkqubo yokuFunda ngomatshini, Bendijonge apho ndiza kuqhubeka khona. Imeko zophuhliso ezisetyenzisiweyo kwikhosi ye-Octave / Matlab prototyping ayisiyiyo into esetyenziswa ngabantu, ke kuya kufuneka utsibele uye kumgangatho ophezulu. Phakathi kwabagqatswa ekucetyiswe mna kakhulu kukuba Iikhamera, zisebenzisa umva weTensorFlow. Andizukuya nokuba iiKera zibhetele kunezinye izixhobo okanye ezinye izikhokelo okanye nokuba ukhetha iTensorFlow okanye iTherano. Ndiza kuchaza nje ukuba inokufakwa njani ku-Ubuntu.

Kuqala ndizamile ukuyifaka kumaxwebhu amaphepha asemthethweni, kwaye bekungenakwenzeka, bendihlala ndinempazamo, umbuzo ongasombululwanga. Ekugqibeleni ndaya kufuna izifundo ezithile ngendlela yokufaka iicamera ku-Ubuntu Kwaye ndichithe iintsuku ezimbini ndichitha ixesha elininzi ebusuku. Ekugqibeleni ndiyifumene kwaye ndikushiyela indlela endenze ngayo ukuba inokuthi ikulungiselele indlela.

Njengoko siza kulandela amanyathelo acetyiswa ziiwebhusayithi endikushiya kwimithombo ekupheleni kwesifundo, siza kufaka iPIP ebendingenayo, ukulawula iiphakheji. kuba ekugqibeleni Kwi-linux yile nto kanye, inkqubo yolawulo lwephakheji ebhalwe kwi-python.

Sudo apt-fumana ukufaka i-python3-pip sudo apt faka i-python-pip

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Ndigqibile ikhosi yokufunda i-Coursera Machine

Ndiyigqibile i Inkqubo yokuFunda ngomatshini enikezelwa yiYunivesithi yaseStanford eC Coursera, Kwaye ekubeni sele bebaninzi abakhe bandibuza ngokuphandle nangokuzimeleyo malunga nayo, bendifuna ukunika inkcukacha ethe kratya malunga noko ibibonakala kum kwaye nokuba ngubani na ogqiba ukuyenza uyazi ukuba bazokufumana ntoni.

Yiyo ikhosi yasimahla kuFundo loMatshini, Ufundiswe nguAndrew Ng. Nje ukuba ugqibile ukuba ufuna ukuba nesatifikethi esivumela izakhono ezifezekisiweyo nge- € 68. Yahlulwe yaziintsika ezi-3, iividiyo, iiMviwo okanye iiQuizz kunye nokwenza umthambo. Kungenxa yesiNgesi. Unemibhalo engezantsi kwiilwimi ezininzi, kodwa iSpanish ayilunganga kakhulu kwaye ngamanye amaxesha iphelelwe lixesha, kungcono ukuba uyifaka ngesiNgesi.

Kuyinto ethe cwaka. Kodwa mhlawumbi yiyo loo nto kubonakala ngathi yindlela elungileyo yokuqala kuba awuzukufunda kuphela into ekufuneka uyenzile kodwa kutheni uyenza.

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