Mune ino positi, tinogovana newe sarudzo yeruzivo runobatsira nezveData Sayenzi kubva kune co-muvambi uye CTO yeDAGsHub, nharaunda uye webhu chikuva chekutonga vhezheni yedata uye kubatana pakati pemasaenzi edata uye mainjiniya ekudzidza muchina. Kusarudzwa kunosanganisira zvakasiyana-siyana, kubva ku Twitter accounts kusvika kune yakazara-injiniya mablogiki, ayo anotarirwa kune avo vanonyatsoziva zvavari kutsvaga. Tsanangudzo pasi pekucheka.
Kubva kumunyori:
Iwe ndiwe zvaunodya, uye semushandi wezivo iwe unoda ruzivo rwakanaka rwekudya. Ini ndinoda kugovera masosi eruzivo nezve Data Sayenzi, Artificial Intelligence uye ane hukama matekinoroji andinoona achinyanya kubatsira kana kukwezva. Ndinovimba izvi zvinokubatsirawo!
Iyo YouTube chiteshi inonyatso kuenderana nezviitiko zvichangoburwa. Iyo chiteshi inovandudzwa kazhinji uye muenzi ane hutachiona hwekufarira uye positivity kune ese misoro yakafukidzwa. Tarisira kufukidzwa kwebasa rinonakidza kwete paAI chete, asiwo pamifananidzo yekombuta uye zvimwe zvinotaridzika zvinoyevedza misoro.
Pachiteshi chake cheYouTube, Yannick anotsanangura tsvakiridzo yakakosha mukudzidza kwakadzama mune ruzivo rwehunyanzvi. Panzvimbo pekuverenga chidzidzo iwe pachako, kunowanzo kukurumidza uye nyore kuona imwe yemavhidhiyo ayo kuti uwane kunzwisisa kwakadzama kwezvinyorwa zvakakosha. Tsananguro dzinoburitsa kukosha kwezvinyorwa pasina kuregeredza masvomhu kana kurasika mumapaini matatu. Yannick anogoverawo maonero ake pamusoro pekuti zvidzidzo zvinopindirana sei, zvakakomba sei kutora mhedzisiro, kududzira kwakakura, nezvimwe. Zvakanyanya kuomera vatsva (kana vasiri vezvidzidzo) kuti vauye kune izvi zvakawanikwa vari vega.
Nemashoko avo pachavo:
Tsvagiridzo yekudzidza yemuchina inofanirwa kuve yakajeka, ine simba uye ine simba. Uye Distill yakagadzirwa kubatsira nekutsvaga.
Distill ibhuku rakasarudzika rine tsvagiridzo mumunda wekudzidza muchina. Zvinyorwa zvine zvinokatyamadza zvinoonekwa zvinosimudzirwa kuti zvipe muverengi kunzwisisa kwakanyanya kwemisoro. Kufunga kweSpatial uye fungidziro zvinowanzoshanda zvakanyanya mukubatsira kunzwisisa Machine Kudzidza uye Data Sayenzi misoro. Mafomati echinyakare ekushambadza, kune rumwe rutivi, anowanzo kuve akaoma muchimiro chawo, akamira uye akaoma, uye dzimwe nguva. . Chris Olah, mumwe wevagadziri veDistill, anewo inoshamisa bhurogi pa . Haina kuvandudzwa kwenguva, asi ichiri muunganidzwa wetsananguro dzakanakisa pamusoro pemusoro wekudzidza kwakadzama kwakambonyorwa. Zvikurukuru, zvakandibatsira zvikuru LSTM!
Sebastian Ruder anonyora bhurogu ine hungwaru uye tsamba yenhau, kunyanya pamusoro pemharadzano yeneural network uye mutauro wechisikigo zvinyorwa zvemigodhi. Anewo mazano akawanda kune vatsvakurudzi uye vatauri vemusangano, izvo zvinogona kubatsira zvikuru kana iwe uri muchikoro. Zvinyorwa zvaSebastian zvinowanzo tora maitiro ewongororo, kupfupikisa uye kutsanangura mamiriro ekutsvagisa kwazvino uye nzira mune imwe ndima. Izvi zvinoreva kuti zvinyorwa zvinobatsira zvakanyanya kune varapi vanoda kukurumidza kuwana mabearings avo. Sebastian anonyorawo mukati .
Andrei Karpathy haadi sumo. Pamusoro pekuve mumwe wevanonyanya kuzivikanwa vakadzama vaongorori paPasi, anogadzira zvishandiso zvakashandiswa zvakanyanya, semuenzaniso. semapurojekiti eparutivi. Vanhu vasingaverengeki vakapinda mundima iyi kuburikidza nekosi yake yeStanford , uye zvichakubetsera kuzviziva neural network kudzidziswa. Ndinokurudzirawo kuiona nezvematambudziko epasirese Tesla anofanira kukunda kana achiedza kushandisa muchina kudzidza pachiyero chikuru munyika chaiyo. Kutaura kwacho kunodzidzisa, kunonakidza uye kunopengenutsa. Pamusoro pezvinyorwa nezve ML pachayo, Andrei Karpathy anopa nokuti . Verenga Andrew pa uye pamusoro .
Iyo Uber engineering blog inoshamisira muhukuru hwayo uye hupamhi hwekuvhara, ichifukidza yakawanda misoro, kunyanya. . Chandinonyanya kufarira nezveUber's engineering tsika maitiro avo ekuburitsa zvinonakidza uye zvakakosha open source at a breakneck pace. Heino mimwe mienzaniso:
- Uye rondedzero inoenderera ichienderera⦠Hats off, Uber
Makakatanwa parutivi, OpenAI's blog inoshamisa zvisingarambike. Nguva nenguva, bhurogi rinotumira zvirimo uye mazano pamusoro pekudzidza kwakadzama kunogona kuuya chete pachiyero cheOpenAI: Hypothetical. kudzika kwakapetwa kaviri. Iyo OpenAI timu inoda kutumira zvisingaite, asi izvi zvakakosha zvinhu.
Iyo Taboola blog haina kuzivikanwa zvakanyanya semamwe emamwe masosi mune ino positi, asi ini ndinofunga yakasarudzika - vanyori vanonyora nezve yakadzika-kusvika-pasi, matambudziko ehupenyu chaiwo pakuedza kushandisa ML mukugadzira "zvakajairika. " mabhizinesi: zvishoma nezve mota dzinozvityaira uye vamiririri veRL vanohwina shasha dzepasirese, zvimwe nezve "ndinoziva sei kuti modhi yangu yava kufanotaura zvinhu nechivimbo chenhema?" Aya matambudziko akakodzera kune anenge munhu wese anoshanda mumunda, uye vanowana kushoma kuburitswa kwenhau pane zvakajairika misoro yeAI, asi zvichiri kutora tarenda repasi rose kugadzirisa matambudziko aya nemazvo. Sezvineiwo, Taboola ane tarenda iri uye kuda uye kugona kunyora nezvazvo kuitira kuti vamwe vanhu vadzidzewo.
Pamwe chete ne Twitter, hapana chinhu chiri nani paReddit pane kubatikana pakutsvaga, maturusi, kana hungwaru hwechaunga.
Zvinyorwa zvinoburitswa gore rega rega, asi zvakazadzwa neruzivo rwakanyanya. Kuenzaniswa nemamwe masosi pane iyi runyorwa, iyi inowanikwa kune vasiri-tech bhizinesi vanhu. Chandinofarira pamusoro pehurukuro ndechekuti inoedza kupa maonero akazara ekuti indasitiri netsvagiridzo zvinonanga kupi, kubatanidza kufambira mberi mune Hardware, tsvagiridzo, bhizinesi, uye kunyange geopolitics kubva paziso reshiri. Iva nechokwadi chekutangira kumagumo kuverenga pamusoro pemakakatanwa ekufarira.
Podcasts
Kutaura chokwadi, ndinofunga mapodcasts haana kunyatsokodzera kuongorora misoro yehunyanzvi. Mushure mezvose, vanongoshandisa odhiyo kutsanangura misoro, uye sainzi yedata inzvimbo inoonekwa zvakanyanya. MaPodcasts anowanzo kukupa chikonzero chekuti utsvage zvakadzama gare gare kana kuve nenhaurirano dzinonakidza dzehuzivi. Zvisinei, heano mamwe mazano:
- , sezvaanotaura nevatsvakurudzi vakakurumbira mumunda wehungwaru hwekugadzira. Zvikamu naFrancois Chollet zvakanyanya kunaka!
- . Zvakanaka kunzwa nezve maturusi matsva ekugadzira data.
Awesome Lists
Pane zvishoma zvekuchengeta pano, asi zvimwe zviwanikwa zvinobatsira kana iwe uchiziva zvauri kutsvaga:
Matty anowana nzira dzakanaka, dzekugadzira dzekushandisa neural network, uye zvinongonakidza kuona mhedzisiro yake pane yako Twitter feed. At least to look at fast.
Ori ingori muchina wekutyaira . Anonyora zvakanyanya nezve matambudziko uye mhinduro kune data masayendisiti. Iva nechokwadi chekunyoresa kuti uziviswe kana chinyorwa chaburitswa. Yake , kunyanya, inoshamisa zvechokwadi.
Co-muvambi we fast.ai, yakazara sosi yekugadzira uye kugadzira.
Mushandi ML mainjiniya kuGithub, Hamel Hussain akabatikana pabasa kugadzira uye kutaura nezvezvishandiso zvakawanda zvemakodhi data.
Musiki weKeras, ikozvino gadziridza manzwisisiro edu ekuti hungwaru chii uye kuti tingaiedza sei.
Tsvakurudzo yeSainzi paGoogle Brain.
mhedziso
Iyo yepakutanga posvo inogona kuvandudzwa sezvo munyori achiwana makuru masosi emukati izvo zvingave zvinonyadzisa kusaisa mune iyo rondedzero. Sunungukai kumubata pa , kana iwe uchida kukurudzira mutsva! Uye zvakare DAGsHub Advocate [approx. shanduro public practitioner] muData Sayenzi, saka kana iwe ukagadzira yako yega Data Science zvemukati, sununguka kunyorera munyori weposvo.
Zvigadzirire iwe nekuverenga zvinokurudzirwa masosi, uye kushandisa kodhi yekusimudzira HABR, unogona kuwana imwe 10% kune dhipatimendi inoratidzwa pabhena.
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Source: www.habr.com