Hauv cov ntawv tshaj tawm no, peb qhia koj txog kev xaiv cov ntaub ntawv muaj txiaj ntsig txog Data Science los ntawm co-founder thiab CTO ntawm DAGsHub, lub zej zog thiab lub vev xaib platform rau kev tswj hwm cov ntaub ntawv thiab kev sib koom tes ntawm cov ntaub ntawv tshawb fawb thiab cov kws paub txog tshuab. Cov kev xaiv suav nrog ntau qhov chaw, los ntawm Twitter cov nyiaj mus rau tag nrho-fledged engineering blogs, uas yog tsom rau cov neeg paub raws nraim qhov lawv tab tom nrhiav. Paub meej hauv qab txiav.
Los ntawm tus sau:
Koj yog yam koj noj, thiab raws li tus neeg ua haujlwm paub koj xav tau kev noj zaub mov zoo. Kuv xav muab cov ntaub ntawv qhia txog Data Science, Artificial Intelligence thiab lwm yam thev naus laus zis uas kuv pom muaj txiaj ntsig zoo tshaj plaws los yog txaus nyiam. Kuv vam tias qhov no yuav pab tau koj thiab!
Ob Foob Cov Ntawv
Ib qho YouTube channel uas tsim nyog kom ua raws li cov xwm txheej tshiab. Cov channel tau hloov kho tsis tu ncua thiab tus tswv tsev muaj kev mob siab rau thiab muaj txiaj ntsig zoo rau txhua lub ntsiab lus. Cia siab tias yuav tau txais kev pab cuam ntawm kev ua haujlwm txaus nyiam tsis yog ntawm AI nkaus xwb, tab sis kuj tseem muaj cov duab hauv computer thiab lwm cov ntsiab lus pom zoo.
Yannick Kilcher
Ntawm nws YouTube channel, Yannick piav qhia kev tshawb fawb tseem ceeb hauv kev kawm tob hauv kev nthuav dav. Tsis txhob nyeem cov kev kawm ntawm koj tus kheej, nws feem ntau nrawm dua thiab yooj yim dua los saib ib qho ntawm nws cov yeeb yaj kiab kom nkag siab tob txog cov ntsiab lus tseem ceeb. Cov lus piav qhia qhia cov ntsiab lus ntawm cov ntawv yam tsis tsis quav ntsej txog lej lossis poob hauv peb pines. Yannick tseem qhia nws txoj kev xav txog qhov kev kawm sib haum ua ke, yuav ua li cas thiaj li tau txais txiaj ntsig, kev txhais dav dav, thiab ntau dua. Nws yog qhov nyuaj dua rau cov novices (lossis tsis yog kws kho mob) tuaj rau cov kev tshawb pom no ntawm lawv tus kheej.
Distill.pub
Hauv lawv cov lus:
Kev tshawb fawb tshuab yuav tsum tau meej, muaj zog thiab muaj zog. Thiab Distill tau tsim los pab nrog kev tshawb fawb.
Distill yog ib qho kev tshaj tawm tshwj xeeb nrog kev tshawb fawb hauv kev kawm tshuab. Cov kab lus nrog kev pom zoo nkauj zoo nkauj tau txhawb nqa los muab cov neeg nyeem nkag siab ntau dua ntawm cov ncauj lus. Spatial kev xav thiab kev xav zoo li ua haujlwm zoo heev los pab kom nkag siab txog Machine Learning thiab Data Science cov ncauj lus. Cov ntawv luam tawm ib txwm muaj, ntawm qhov tod tes, zoo li nruj hauv lawv cov qauv, zoo li qub thiab qhuav, thiab qee zaum
Sebastian Ruder
Sebastian Ruder sau ib qho kev nkag siab zoo heev blog thiab ntawv xov xwm, feem ntau hais txog kev sib tshuam ntawm neural tes hauj lwm thiab cov lus ntuj lus mining. Nws kuj muaj ntau cov lus qhia rau cov kws tshawb fawb thiab cov neeg hais lus sib tham, uas tuaj yeem pab tau zoo yog tias koj nyob hauv kev kawm. Sebastian cov lus feem ntau siv cov kev tshuaj xyuas, sau thiab piav qhia txog lub xeev ntawm kev tshawb fawb tam sim no thiab cov txheej txheem hauv ib qho chaw tshwj xeeb. Qhov no txhais tau hais tias cov ntawv no muaj txiaj ntsig zoo rau cov kws kho mob uas xav kom tau txais lawv cov kabmob sai sai. Sebastian kuj sau rau hauv
Andrey Karpathy
Andrei Karpathy tsis xav tau kev taw qhia. Ntxiv rau qhov ua ib tus kws tshawb fawb tob tshaj plaws hauv ntiaj teb, nws tsim cov cuab yeej siv dav, xws li.
Uber Engineering
Uber engineering blog yog qhov zoo nkauj tiag tiag hauv nws qhov ntsuas thiab qhov dav ntawm kev pabcuam, suav nrog ntau lub ntsiab lus, tshwj xeeb
OpenAI Blog
Kev tsis sib haum xeeb ib sab, OpenAI's blog yog qhov zoo kawg nkaus. Qee lub sij hawm, cov blog tshaj tawm cov ntsiab lus thiab cov tswv yim hais txog kev kawm tob uas tuaj yeem tsuas yog los ntawm qhov ntsuas ntawm OpenAI: Hypothetical
Taboola Blog
Taboola blog tsis paub zoo li qee qhov ntawm lwm qhov hauv cov ntawv tshaj tawm no, tab sis kuv xav tias nws yog qhov tshwj xeeb - cov kws sau ntawv sau txog cov teeb meem hauv ntiaj teb, lub neej tiag tiag thaum sim siv ML hauv kev tsim khoom rau "ib txwm. " kev lag luam: tsawg dua ntawm kev tsav tsheb tus kheej thiab RL cov neeg ua haujlwm yeej cov neeg sib tw hauv ntiaj teb, ntau ntxiv txog "Kuv yuav ua li cas thiaj paub tias kuv tus qauv tam sim no kwv yees yam tsis muaj kev ntseeg siab?" Cov teeb meem no muaj feem cuam tshuam rau yuav luag txhua tus neeg ua haujlwm hauv thaj chaw, thiab lawv tau txais xov xwm tsawg dua li cov ncauj lus AI ntau, tab sis nws tseem siv cov txuj ci hauv ntiaj teb los daws cov teeb meem no kom raug. Hmoov zoo, Taboola muaj ob qho txuj ci no thiab kev txaus siab thiab muaj peev xwm sau txog nws kom lwm tus tuaj yeem kawm thiab.
Nrog rau Twitter, tsis muaj dab tsi zoo dua ntawm Reddit dua li tau txais kev tshawb fawb, cov cuab yeej, lossis kev txawj ntse ntawm pawg neeg.
State of AI
Cov ntawv tshaj tawm tsuas yog luam tawm txhua xyoo, tab sis muaj cov ntaub ntawv ceev heev. Piv nrog rau lwm qhov chaw hauv daim ntawv teev npe no, qhov no yog qhov yooj yim dua rau cov neeg lag luam uas tsis yog-tech. Qhov kuv nyiam txog kev hais lus yog tias nws sim muab qhov kev pom ntau dua ntawm qhov chaw lag luam thiab kev tshawb fawb tau coj mus, khi ua ke kev nce qib hauv kev kho vajtse, kev tshawb fawb, kev lag luam, thiab txawm tias geopolitics los ntawm kev pom noog qhov muag. Nco ntsoov pib thaum kawg nyeem txog kev tsis sib haum xeeb ntawm kev txaus siab.
Cov Yeeb Yaj Kiab
Frankly, kuv xav tias podcasts tsis zoo rau kev tshawb nrhiav cov ncauj lus. Tom qab tag nrho, lawv tsuas yog siv suab los piav cov ntsiab lus, thiab cov ntaub ntawv kev tshawb fawb yog qhov pom kev zoo heev. Podcasts yuav muab kev zam txim rau koj los ua qhov kev tshawb fawb tob ntxiv tom qab lossis muaj qee qhov kev sib tham txog kev xav zoo. Txawm li cas los xij, ntawm no yog qee cov lus pom zoo:
Lex Friedman podcast , raws li nws hais lus nrog cov kws tshawb fawb tseem ceeb hauv thaj chaw ntawm kev txawj ntse. Lub sijhawm nrog Francois Chollet yog qhov tshwj xeeb zoo!Data Engineering podcast . Zoo mloog txog cov ntaub ntawv tshiab cov cuab yeej cuab tam.
Cov Npe Zoo
Muaj tsawg dua kom taug qab ntawm no, tab sis ntau cov peev txheej uas muaj txiaj ntsig thaum koj paub tias koj tab tom nrhiav dab tsi:
Matty Marianski
Matty pom zoo nkauj, muaj tswv yim txoj hauv kev los siv neural networks, thiab nws tsuas yog lom zem kom pom nws cov txiaj ntsig ntawm koj li Twitter pub. Yam tsawg kawg ua tib zoo saibqhov no ceev.Ori Cohen
Ori tsuas yog lub tshuab tsav tsheb xwbblogs . Nws sau ntau txog cov teeb meem thiab kev daws teeb meem rau cov kws tshawb fawb cov ntaub ntawv. Nco ntsoov sau npe yuav tsum ceeb toom thaum ib tsab xov xwm luam tawm. Nwssau , tshwj xeeb, yog tiag tiag impressive.Jeremy Howard
Co-founder ntawm fast.ai, ib qho kev nthuav dav ntawm kev muaj tswv yim thiab kev tsim khoom.Hamel Hussein
Ib tug neeg ua haujlwm ML engineer ntawm Github, Hamel Hussain yog tibneeg hu tauj coob ntawm kev tsim thiab qhia txog ntau yam cuab yeej rau cov ntaub ntawv coders.Francois Chollet
Creator ntawm Keras, tam sim nosim hloov kho peb txoj kev nkag siab ntawm qhov kev txawj ntse yog dab tsi thiab yuav ua li cas ntsuas nws.Hardmaru
Tshawb nrhiav tus kws tshawb fawb ntawm Google Brain.
xaus
Thawj cov ntawv tshaj tawm tuaj yeem hloov kho raws li tus neeg sau pom cov ntsiab lus zoo uas nws yuav txaj muag tsis suav nrog hauv cov npe. Xav tiv tauj nws ntawm
Tsim koj tus kheej los ntawm kev nyeem cov lus pom zoo, thiab siv cov cai tshaj tawm HABR, koj tuaj yeem tau txais 10% ntxiv rau qhov luv nqi qhia ntawm tus chij.
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Cov chav kawm ntxiv
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Cov ntsiab lus tshwj xeeb
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Tau qhov twg los: www.hab.com