"use strict";(self.webpackChunk_toloka_portal_gatsby_renderer=self.webpackChunk_toloka_portal_gatsby_renderer||[]).push([[7163],{34151:function(e,t,r){r.d(t,{r:function(){return D}});var n=r(4942),i=r(37990),a=r(93252),o=r(52893),s=r(74533),l=r(88586),d=r(88709),c=r(51512),u=r(92401),h=r(44172),m=r(25109),p=r(18987),f=r(13598),g=r(62769),j=r(67294),x=r(3468),v=r(81547),y=r(85893);function w(e,t){var r=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),r.push.apply(r,n)}return r}function b(e){for(var t=1;t<arguments.length;t++){var r=null!=arguments[t]?arguments[t]:{};t%2?w(Object(r),!0).forEach((function(t){(0,n.Z)(e,t,r[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):w(Object(r)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))}))}return e}var k=(0,y.jsxs)("p",{children:["Whether you're looking for data solutions, have an idea for working together,"," ",(0,y.jsx)(x.p.Desktop,{children:(0,y.jsx)("br",{})}),"or need help getting started — we'd love to hear from you."]}),D=function(e){var t=e.eventSlug,r=e.eventCategory,n=e.eventDate,w=e.children,D=e.data,S=e.eventIsOnDemand,O=e.idForm,I=e.returnPathForm,F=e.textareaPlaceholder,P=e.textareaRequired,_=e.formTitle,T=void 0===_?"Registration form":_,q=e.formDescription,A=void 0===q?k:q,L=(0,j.useState)(),N=L[0],C=L[1],R=new Date,E=R.setDate(R.getDate()-1);(0,j.useEffect)((function(){C(n)}),[]);var z=(0,j.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===r&&e.slug!=="/events/"+t&&!0!==e.onlyRecordingsSection)return e.date&&E<+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,y.jsxs)(y.Fragment,{children:[(0,y.jsx)(o.q,{og:{img:"https://tlk-infra-front.azureedge.net/portal-static/images/page-head/eventsOg/"+t+".jpg"}}),(0,y.jsx)(s.n,{}),(0,y.jsxs)(l.i,{headerPadding:!0,children:[(0,y.jsx)(i.h,{defaultBackground:"dark"}),w,(S||N&&+new Date(N)>E)&&!1===t.startsWith("watch")&&O?(0,y.jsxs)(y.Fragment,{children:[(0,y.jsx)(c.w,{offset:40}),(0,y.jsx)(m.L,{header:{title:T,info:A},theme:"sandSection",id:"registration_form",children:(0,y.jsx)(p.G,{id:O,slug:I||(v.j?window.location.href+"?registered=true":""),leadSource:"Event Registration (website)",textareaPlaceholder:F,textareaRequired:P})})]}):null,(0,y.jsx)(c.w,{offset:40}),z.length>0?(0,y.jsx)(m.L,{header:{title:"Similar "+(0,g.s)(r)+"s"},children:(0,y.jsx)(h.X,{events:z.map((function(e){return e}))})}):null,(0,y.jsx)(u.F,{leftColumn:{title:{text:"Don't miss"},text:(0,y.jsxs)(y.Fragment,{children:["Be sure to attend our informative workshops,"," ",(0,y.jsx)(x.p.Desktop,{children:(0,y.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,y.jsx)(c.w,{offset:40}),(0,y.jsx)(a.$,{})]}),(0,y.jsx)(d.f,{})]})}},18987:function(e,t,r){r.d(t,{G:function(){return g}});var n=r(84181),i=r(79700),a=r.n(i),o=r(84401),s=r(3468),l=r(29005),d=r(34305),c=r(54269),u=r(4511),h=r(67294),m=r(96268),p=r(29499),f=r(85893),g=function(e){var t=e.slug,r=e.id,i=e.isTestForm,g=e.leadSource,j=void 0===g?"WebsiteRegistrationForm":g,x=e.textareaRequired,v=void 0!==x&&x,y=e.textareaPlaceholder,w=void 0===y?"Please drop a few lines about your project":y,b=e.companyRequired,k=void 0===b||b,D=e.jobTitleRequired,S=void 0===D||D,O=e.additionalInputs,I=e.withoutTextArea,F=e.submitButtonText,P=void 0===F?"Submit":F,_=(0,p.useLocation)();(0,h.useEffect)((function(){_.search&&document.querySelectorAll("[id^='utm']").forEach((function(e){e&&(e.value=(0,m.t)(e.id)||"")}))}),[_.search]);var T=(0,h.useMemo)((function(){try{return new URLSearchParams(_.search).get("referer")||void 0}catch(e){return}}),[_.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:r}),(0,f.jsx)("input",{type:"hidden",name:"recordType",id:"recordType",value:"0127Q0000002WpG"}),(0,f.jsx)("input",{id:"00N7Q00000EpH4g",name:"00N7Q00000EpH4g",type:"hidden",value:T}),_.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:a()(n.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}),i?null:(0,f.jsx)(l.I,{placeholder:S?"Job title*":"Job title",name:"title",required:S}),(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}),O]}),i||I?null:(0,f.jsx)(c.g,{placeholder:w,id:"00N7Q00000CkEBw",name:"00N7Q00000CkEBw",required:v,className:n.Z.textarea}),(0,f.jsx)(d.X,{label:i?(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:n.Z.checkbox}),(0,f.jsx)(d.X,{label:i?(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:n.Z.checkbox,setValue:"Allow",defaultValue:"Forbid"}),(0,f.jsx)(o.z,{view:"action",type:"submit",className:n.Z.button,children:P}),(0,f.jsx)("input",{id:"lead_source",name:"lead_source",type:"hidden",value:j})]})}},90943:function(e,t,r){r.r(t),r.d(t,{frontmatter:function(){return c},default:function(){return u}});var n=r(51512),i=r(11467),a=r(88555),o=r(34151),s=r(41427),l=r(46237),d=r(85893),c={slug:"datatalks-club",title:"DataTalks.Club: Monitoring model performance",description:"In this hands-on workshop, we went through all the stages of building a human-in-the-loop system that monitors the performance of an ML model.",date:"2022-02-16T18:00:00.000+00:00",category:"communityEvent",hosts:[{imageId:"L9l48XZtGFl4L9YVZT8f",name:"Magdalena Konkiewicz"}],isRecording:!0};function u(e){var t=e.data;return(0,d.jsx)(o.r,{data:t,eventCategory:c.category,eventSlug:c.slug,eventDate:c.date,eventIsOnDemand:c.isOnDemand,children:(0,d.jsxs)(a.D,{toc:[{url:"#overview",title:"Overview"},{url:"#speaker",title:"Speaker"},{url:"#recording",title:"Recording"}],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)(l.D,{level:2,styleAs:4,id:"overview",children:"Overview"}),(0,d.jsx)("p",{children:"In this hands-on workshop, we go through all the stages of building a human-in-the-loop system that monitors the performance of a machine learning model."}),(0,d.jsx)("span",{children:"We’ll cover:"}),(0,d.jsx)(n.w,{offset:12}),(0,d.jsxs)("ul",{children:[(0,d.jsx)("li",{children:"Designing a system for monitoring model performance"}),(0,d.jsx)("li",{children:"Sampling the model’s predictions and using crowdsourcing for evaluating whether these predictions are correct"}),(0,d.jsx)("li",{children:"Visualizing the collected data"}),(0,d.jsx)("li",{children:"Automatically retraining the model when performance degrades"}),(0,d.jsx)("li",{children:"Using the collected data for retraining"})]}),(0,d.jsx)("p",{children:"By the end of this workshop, participants were able to design a similar system for monitoring the quality of their own ML models."}),(0,d.jsx)(n.w,{offset:56}),(0,d.jsx)(l.D,{level:2,styleAs:4,id:"speaker",children:"Speaker"}),(0,d.jsx)(s.B,{people:[{imgSrc:"L9l48XZtGFl4L9YVZT8f",name:"Magdalena Konkiewicz",company:"Toloka",info:"Magdalena holds a Master's degree in Artificial Intelligence from Edinburgh University. She’s worked as an NLP engineer, developer, and data scientist for businesses in Europe and America. She now teaches and mentors Data Scientists, and regularly contributes to publications like Towards Data Science.",link:{href:"https://www.linkedin.com/in/magdalena-konkiewicz-644678125/",text:"Profile link",iconPosition:"right"}}]}),(0,d.jsx)(n.w,{offset:56}),(0,d.jsx)(l.D,{level:2,styleAs:4,id:"recording",children:"Recording"}),(0,d.jsx)(i.V.Video,{isFrame:!0,src:"https://www.youtube.com/embed/sFh7F7pJ6JI"})]})})}}}]);