"use strict";(self.webpackChunk_toloka_portal_gatsby_renderer=self.webpackChunk_toloka_portal_gatsby_renderer||[]).push([[1725],{34151:function(e,t,n){n.d(t,{r:function(){return D}});var i=n(4942),o=n(37990),r=n(93252),a=n(52893),s=n(74533),l=n(88586),d=n(88709),c=n(51512),u=n(92401),m=n(44172),h=n(25109),p=n(18987),f=n(13598),g=n(62769),y=n(67294),v=n(3468),x=n(81547),j=n(85893);function w(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);t&&(i=i.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,i)}return n}function b(e){for(var t=1;t<arguments.length;t++){var n=null!=arguments[t]?arguments[t]:{};t%2?w(Object(n),!0).forEach((function(t){(0,i.Z)(e,t,n[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):w(Object(n)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(n,t))}))}return e}var k=(0,j.jsxs)("p",{children:["Whether you're looking for data solutions, have an idea for working together,"," ",(0,j.jsx)(v.p.Desktop,{children:(0,j.jsx)("br",{})}),"or need help getting started — we'd love to hear from you."]}),D=function(e){var t=e.eventSlug,n=e.eventCategory,i=e.eventDate,w=e.children,D=e.data,I=e.eventIsOnDemand,F=e.idForm,O=e.returnPathForm,S=e.textareaPlaceholder,T=e.textareaRequired,R=e.formTitle,q=void 0===R?"Registration form":R,P=e.formDescription,_=void 0===P?k:P,A=(0,y.useState)(),E=A[0],N=A[1],L=new Date,C=L.setDate(L.getDate()-1);(0,y.useEffect)((function(){N(i)}),[]);var z=(0,y.useMemo)((function(){return D.allJavascriptFrontmatter.nodes.map((function(e){return b(b({},e.frontmatter),{},{slug:"/events/"+e.frontmatter.slug})})).concat(f.D).filter((function(e){if(e.category===n&&e.slug!=="/events/"+t&&!0!==e.onlyRecordingsSection)return e.date&&C<+new Date(e.date)||e.isOnDemand})).sort((function(e,t){return e.date&&t.date&&e.date>t.date?1:-1})).slice(0,4)}),[D]);return(0,j.jsxs)(j.Fragment,{children:[(0,j.jsx)(a.q,{og:{img:"https://tlk-infra-front.azureedge.net/portal-static/images/page-head/eventsOg/"+t+".jpg"}}),(0,j.jsx)(s.n,{}),(0,j.jsxs)(l.i,{headerPadding:!0,children:[(0,j.jsx)(o.h,{defaultBackground:"dark"}),w,(I||E&&+new Date(E)>C)&&!1===t.startsWith("watch")&&F?(0,j.jsxs)(j.Fragment,{children:[(0,j.jsx)(c.w,{offset:40}),(0,j.jsx)(h.L,{header:{title:q,info:_},theme:"sandSection",id:"registration_form",children:(0,j.jsx)(p.G,{id:F,slug:O||(x.j?window.location.href+"?registered=true":""),leadSource:"Event Registration (website)",textareaPlaceholder:S,textareaRequired:T})})]}):null,(0,j.jsx)(c.w,{offset:40}),z.length>0?(0,j.jsx)(h.L,{header:{title:"Similar "+(0,g.s)(n)+"s"},children:(0,j.jsx)(m.X,{events:z.map((function(e){return e}))})}):null,(0,j.jsx)(u.F,{leftColumn:{title:{text:"Don't miss"},text:(0,j.jsxs)(j.Fragment,{children:["Be sure to attend our informative workshops,"," ",(0,j.jsx)(v.p.Desktop,{children:(0,j.jsx)("br",{})}),"tutorials, and webinars."]})},rightColumn:{input:{label:"Subscribe to updates",placeholder:"Your e-mail"},button:{text:"Get updates",view:"action",type:"submit",size:"l"},successText:"All set! You’ll get an email from us shortly — just click the link to confirm. If it doesn’t show up, check your spam folder.",sendingData:{address:"/api/sender/subscribe",listId:"8AR2Z6Y3-R251"}}}),(0,j.jsx)(c.w,{offset:40}),(0,j.jsx)(r.$,{})]}),(0,j.jsx)(d.f,{})]})}},18987:function(e,t,n){n.d(t,{G:function(){return g}});var i=n(84181),o=n(79700),r=n.n(o),a=n(84401),s=n(3468),l=n(29005),d=n(34305),c=n(54269),u=n(4511),m=n(67294),h=n(96268),p=n(29499),f=n(85893),g=function(e){var t=e.slug,n=e.id,o=e.isTestForm,g=e.leadSource,y=void 0===g?"WebsiteRegistrationForm":g,v=e.textareaRequired,x=void 0!==v&&v,j=e.textareaPlaceholder,w=void 0===j?"Please drop a few lines about your project":j,b=e.companyRequired,k=void 0===b||b,D=e.jobTitleRequired,I=void 0===D||D,F=e.additionalInputs,O=e.withoutTextArea,S=e.submitButtonText,T=void 0===S?"Submit":S,R=(0,p.useLocation)();(0,m.useEffect)((function(){R.search&&document.querySelectorAll("[id^='utm']").forEach((function(e){e&&(e.value=(0,h.t)(e.id)||"")}))}),[R.search]);var q=(0,m.useMemo)((function(){try{return new URLSearchParams(R.search).get("referer")||void 0}catch(e){return}}),[R.search]);return(0,f.jsxs)("form",{action:"https://webto.salesforce.com/servlet/servlet.WebToLead?encoding=UTF-8",method:"POST",children:[(0,f.jsx)("input",{type:"hidden",name:"oid",defaultValue:"00D7Q000001MbTr"}),(0,f.jsx)("input",{type:"hidden",name:"retURL",defaultValue:t.startsWith("http")?t:"https://toloka.ai/"+t}),(0,f.jsx)("input",{type:"hidden",name:"Campaign_ID",value:n}),(0,f.jsx)("input",{type:"hidden",name:"recordType",id:"recordType",value:"0127Q0000002WpG"}),(0,f.jsx)("input",{id:"00N7Q00000EpH4g",name:"00N7Q00000EpH4g",type:"hidden",value:q}),R.search?(0,f.jsxs)(f.Fragment,{children:[(0,f.jsx)("input",{id:"utm_source",name:"00N7Q000005OX3o",type:"hidden"}),(0,f.jsx)("input",{id:"utm_medium",name:"00N7Q000005OX3j",type:"hidden"}),(0,f.jsx)("input",{id:"utm_term",name:"00N7Q000005OX43",type:"hidden"}),(0,f.jsx)("input",{id:"utm_campaign",name:"00N7Q000005OX3t",type:"hidden"}),(0,f.jsx)("input",{id:"utm_content",name:"00N7Q000005OX3y",type:"hidden"})]}):null,(0,f.jsxs)("div",{className:r()(i.Z.inputsWrap,"light"),children:[(0,f.jsx)(l.I,{placeholder:"First name*",name:"first_name",required:!0}),(0,f.jsx)(l.I,{placeholder:"Last name*",name:"last_name",required:!0}),(0,f.jsx)(l.I,{placeholder:k?"Company*":"Company",name:"company",required:k}),o?null:(0,f.jsx)(l.I,{placeholder:I?"Job title*":"Job title",name:"title",required:I}),(0,f.jsx)(l.I,{placeholder:"Phone number",name:"phone",id:"phone",type:"tel"}),(0,f.jsx)(l.I,{type:"email",placeholder:"Work email*",name:"email",required:!0}),F]}),o||O?null:(0,f.jsx)(c.g,{placeholder:w,id:"00N7Q00000CkEBw",name:"00N7Q00000CkEBw",required:x,className:i.Z.textarea}),(0,f.jsx)(d.X,{label:o?(0,f.jsxs)(f.Fragment,{children:["I consent to allow Intertech Services AG and its affiliates to process my personal information provided in this form under the conditions"," ",(0,f.jsx)(s.p.Desktop,{children:(0,f.jsx)("br",{})}),"and for the purposes defined in the Privacy Policy and Customer Service Agreement, as well as to contact me for follow-up to this request."]}):(0,f.jsxs)(f.Fragment,{children:["I consent to allow Intertech Services AG (Werftestrasse 4, 6005 Luzern, Switzerland) to process my personal information provided in this form to contact me for follow-up to this request. If at any point you wish to withdraw your consent, please fill out the form"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/unsubscribe/",children:"here"}),". For more information about what we do with personal data see our"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/legal/confidential/",children:"privacy notice"}),"."]}),required:!0,className:i.Z.checkbox}),(0,f.jsx)(d.X,{label:o?(0,f.jsxs)(f.Fragment,{children:["I agree to receive advertising and other marketing emails from Intertech Services AG in accordance with the Privacy Policy"," ",(0,f.jsx)(s.p.Desktop,{children:(0,f.jsx)("br",{})})," ","and Customer Service Agreement, including newsletters, invitations to events, and promotional emails."]}):(0,f.jsxs)(f.Fragment,{children:["I agree to receive advertising and other marketing emails from Intertech Services AG (Werftestrasse 4, 6005 Luzern, Switzerland), including newsletters, invitations to events, and promotional emails. If you wish to unsubscribe you can do so by clicking on the unsubscribe link at the end of any email you have received from us to your email address. For more information about what we do with personal data see our"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/legal/confidential/",children:"privacy notice"}),". For more information please click"," ",(0,f.jsx)(u.r,{target:"_blank",href:"/legal/e-newsletter/",children:"here"}),"."]}),id:"00N7Q00000CkDzy",name:"00N7Q00000CkDzy",className:i.Z.checkbox,setValue:"Allow",defaultValue:"Forbid"}),(0,f.jsx)(a.z,{view:"action",type:"submit",className:i.Z.button,children:T}),(0,f.jsx)("input",{id:"lead_source",name:"lead_source",type:"hidden",value:y})]})}},63305:function(e,t,n){n.r(t),n.d(t,{frontmatter:function(){return c},default:function(){return u}});var i=n(51512),o=n(88555),r=n(34151),a=n(41427),s=n(46237),l=n(11467),d=n(85893),c={slug:"data-driven-ai-meetup",title:"Data-Driven AI Meetup",date:"2022-01-27T10:00:00.000Z",category:"communityEvent",description:"At our Data-Driven AI Meetup you can learn handy tricks for monitoring labeling quality, avoiding pitfalls in new projects, and some cheap ways for cleaning up E-commerce data.",hosts:[{imageId:"-dc7ONtFx8DFvdRP9Iqz",name:"Anna Solovyova"},{imageId:"F3mJjul-pEr40Bw_ZeYr",name:"Roman Zykov"},{imageId:"HHD2ETYT7YexE24Vx6bv",name:"Boris Tseytlin"}],isRecording:!0};function u(e){var t=e.data;return(0,d.jsx)(r.r,{data:t,eventCategory:c.category,eventSlug:c.slug,eventDate:c.date,eventIsOnDemand:c.isOnDemand,children:(0,d.jsxs)(o.D,{toc:[{url:"#interface",title:"Using Toloka’s Interface to Monitor Quality in Real Time"},{url:"#utilizing",title:"Utilizing the Crowd for Recommender System Development"},{url:"#monitoring",title:"Human-in-the-Loop Monitoring of ML Models with Toloka"}],title:c.title,description:c.description,backLink:{text:"Back to Events",iconPosition:"left",href:"/events"},category:c.category,date:c.date,children:[(0,d.jsx)("p",{children:"During this virtual event, you will learn handy tricks for monitoring labeling quality and avoiding pitfalls in new projects, cheap ways for cleaning up E-commerce data, and techniques for building solid pipelines immune to drifts and degradation. This event will be useful to anyone involved in data labeling, no matter their experience and level of expertise."}),(0,d.jsx)(i.w,{offset:32}),(0,d.jsx)(s.D,{level:2,styleAs:4,id:"interface",children:"Using Toloka’s Interface to Monitor Quality in Real Time"}),(0,d.jsx)("p",{children:"Imagine you have a brand new project along with a new set of instructions, new pool settings, and completely new data – all of which have very little in common with your previous assignments. Anna will explain how to quickly assess labeling quality and notice any issues early on, so you can nip them in the bud. In addition, Anna will outline some of the less obvious quality control methods that don’t impose additional strains on the budget."}),(0,d.jsx)(i.w,{offset:12}),(0,d.jsx)(a.B,{people:[{imgSrc:"-dc7ONtFx8DFvdRP9Iqz",name:"Anna Solovyova",company:"NtechLab",info:"Data-Labeling Specialist"}]}),(0,d.jsx)(i.w,{offset:56}),(0,d.jsx)(s.D,{level:4,children:"Recording"}),(0,d.jsx)(l.V.Video,{isFrame:!0,src:"https://www.youtube.com/embed/FHSbULRIWws"}),(0,d.jsx)(i.w,{offset:56}),(0,d.jsx)(s.D,{level:2,styleAs:4,id:"utilizing",children:"Utilizing the Crowd for Recommender System Development"}),(0,d.jsx)("p",{children:"Recommender systems in E-commerce collect raw and often noisy metrics. For developers, it comes down to either keeping only some of the data and maintaining high quality, or keeping all of the data but risking low quality. While most automated methods fail to resolve this dilemma, Roman will explain how crowd performers can successfully tackle this problem by labeling inappropriate pairs of item categories in recommendations, thereby cleaning most of the metrics and improving visual relevance."}),(0,d.jsx)(i.w,{offset:12}),(0,d.jsx)(a.B,{people:[{imgSrc:"F3mJjul-pEr40Bw_ZeYr",name:"Roman Zykov",company:"TopDataLab",info:"Founder"}]}),(0,d.jsx)(i.w,{offset:56}),(0,d.jsx)(s.D,{level:4,children:"Recording"}),(0,d.jsx)(l.V.Video,{isFrame:!0,src:"https://www.youtube.com/embed/nau2iOtgyOc"}),(0,d.jsx)(i.w,{offset:56}),(0,d.jsx)(s.D,{level:2,styleAs:4,id:"monitoring",children:"Human-in-the-Loop Monitoring of ML Models with Toloka"}),(0,d.jsx)("p",{children:"Boris will explain how to use Toloka to detect data drifts and model degradation. During this hands-on tutorial, you will learn how to set up dependable pipelines, send model predictions for labeling, and compute various parameters and metrics. In order to keep configuration alongside the project’s code, Boris will show how to utilize Toloka-Kit, Toloka’s Python-based open-source library."}),(0,d.jsx)(i.w,{offset:12}),(0,d.jsx)(a.B,{people:[{imgSrc:"HHD2ETYT7YexE24Vx6bv",name:"Boris Tseytlin",company:"Toloka",info:"Data Researcher"}]}),(0,d.jsx)(i.w,{offset:56}),(0,d.jsx)(s.D,{level:4,children:"Recording"}),(0,d.jsx)(l.V.Video,{isFrame:!0,src:"https://www.youtube.com/embed/PlUgbhgl624"})]})})}}}]);