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Machine Kudzidza Basics
Basics
Makambani GUIDE
Insitro Machine Kudzidza Biology
Insitro inosanganisa hombe-yemunhu genetic uye cellular data nekudzidza muchina kuti uwane zvirinani zvinonangwa zvinodhaka uye varwere vangango pindura.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Izvo zvine basa nekuti zvinobata chikonzero chikuru chekuti mishonga ikundikane - kutora chinangwa chisiri icho - nekuisa kuwanikwa mubiology yemunhu.
Kudzika Kwakadzika
Yakatangwa muna 2018 nekombuta biologist uye aimbove Stanford uye mutungamiri weCoursera Daphne Koller, Insitro yakazvivaka se "muchina kudzidza-kutanga" kambani yekutsvaga zvinodhaka. Pfungwa yaro yepakati ndeyekugadzira yakakura, yakavakirwa-yakavakirwa dhatabheti-mumba - uchishandisa vanhu stem-cell-yakatorwa ('in vitro') mhando dzechirwere, kufungidzira-kugutsikana, uye 'omics zviyero - uye kuzvibatanidza nehukuru hwevanhu genetic uye kiriniki cohorts seUK Biobank. Kudzidza kwemuchina kunobva kwabatanidza masiginecha emamorekuru nemaserura kuchirwere, zvichibatsira kuona zvinangwa izvo genetics inoratidza kuti zvinokonzeresa kurwara, uye kuisa varwere mumapoka madiki. Iro zita pacharo rinosanganisa 'mu silico' (computation) uye 'in vitro' (lab biology). Insitro yakabatana neGiriyedhi neBristol Myers Squibb uye inotarisa munzvimbo dzakaita semetabolism, chiropa, uye neurodegenerative chirwere.
Kuitwa muNyika yeChokwadi
Kudzidzira mamodheru pachiropa MRI scans kuti igadzire quantitative phenotypes, wozomhanyisa genetic association zvidzidzo kutsvaga zvinodhaka zvinonangwa nechirwere chechiropa.
Kushandisa stem-cell-derived neurons kuenzanisira ALS uye zvimwe zvirwere zveurourodegenerative pakuongororwa kweML.
Kudyidzana neGiriyedhi kutsvaga zvinangwa zvenonalcoholic steatohepatitis (NASH) uye chiropa fibrosis.
Kuisa varwere muzvikamu zvemajini kuti vafanotaura kuti ndiani achapindura kurapwa kwakapihwa.
Ramangwana reInsitro Machine Kudzidza Biology
Insitro iri kusundidzira kumhando dzekufungidzira dzinobatanidza genotype kune cellular phenotype kune mhedzisiro yemurwere, ichigonesa kusarudzwa kwechinangwa uye stratification yevarwere pamberi pemiyedzo inodhura. Tarisira kushandiswa kwakadzama kwemamodhi enheyo pakufungidzira uye omics, mamwe biobank linkages, uye kufambisira mberi pombi dzemukati. Dambudziko guru nderekuvhara loop: kuratidza kuti AI-yakasarudzwa, genetics-backed targets inoshandura mumishonga inobvumirwa inoshanda muvarwere vakakodzera.
Kuzvishandisa
Nei zvichikosha
- Nzira yemutengesi. Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
- Mutengo uye bhajeti. Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
- Ngozi uye kuchengeteka. Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Chenjera
- Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
- Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
- Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Matanho anotevera
- Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
- Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
- Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
- Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.
Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.
Zviedze iwe pachako
Take the Insitro Machine Learning Biology quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Chii chinonzi Insitro Machine Kudzidza Biology?
Insitro inosanganisa hombe-yemunhu genetic uye cellular data nekudzidza muchina kuti uwane zvirinani zvinonangwa zvinodhaka uye varwere vangango pindura. Izvo zvine basa nekuti zvinobata chikonzero chikuru chezvinodhaka kukundikana - kutora chinangwa chisiri icho - nekuita kuwanikwa mubiology yemunhu.
Zita rekuti 'Insitro' rinosanganisirei?
Iro zita rinosanganisa 'mu silico' computation ne 'in vitro' lab biology, inotora yayo ML-plus-yekuedza maitiro.
Ndiani akatanga Insitro?
Daphne Koller, computational biologist uye aimbove Coursera co-muvambi, akatanga Insitro muna 2018.
Sei Insitro ichisimbisa genetics yemunhu mukusarudzwa kwechinangwa?
Zvinangwa zvinotsigirwa neumbowo hwemajini emunhu zvinonyanya kuve zvakakonzera, zvichideredza kutadza kwezvinodhaka.
Chii chinonzi 'muchina-wekudzidza phenotype' semashandisirwo ayo Insitro?
Insitro inotora hunhu hwehuwandu kubva pamifananidzo inoshandisa ML, yobva yaongorora hukama hwavo hwemajini.
Nderipi boka guru revanhu rinowanzoshandiswa kune biobank-scale genetic zvidzidzo seInsitro's?
Iyo UK Biobank inobatanidza genetic, imaging, uye hutano data kumazana ezviuru zvevanhu.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi