CINXE.COM
Artificial Intelligence | The Global Network for Advanced Management
<!DOCTYPE html> <html lang="en" dir="ltr" prefix="og: https://ogp.me/ns#"> <head> <meta charset="utf-8" /> <meta name="description" content="This course will introduce students to the world of artificial intelligence and how it unlocks the true power of analytics in terms of prediction accuracy and interpretability. This will be a hands-on and an application-heavy module, looking at real-world data and cases in different fields." /> <meta name="robots" content="index, follow" /> <link rel="canonical" href="https://www.advancedmanagement.net/course/artificial-intelligence" /> <meta property="og:site_name" content="The Global Network for Advanced Management" /> <meta property="og:type" content="website" /> <meta property="og:url" content="https://www.advancedmanagement.net/course/artificial-intelligence" /> <meta property="og:title" content="Artificial Intelligence" /> <meta property="og:description" content="This course will introduce students to the world of artificial intelligence and how it unlocks the true power of analytics in terms of prediction accuracy and interpretability. This will be a hands-on and an application-heavy module, looking at real-world data and cases in different fields." /> <meta property="og:updated_time" content="2020-06-18" /> <meta property="article:published_time" content="2020-06-18" /> <meta property="article:modified_time" content="2020-06-18" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:site" content="@advancedmgmt" /> <meta name="twitter:title" content="Artificial Intelligence" /> <meta name="twitter:description" content="This course will introduce students to the world of artificial intelligence and how it unlocks the true power of analytics in terms of prediction accuracy and interpretability. This will be a hands-on and an application-heavy module, looking at real-world data and cases in different fields." /> <meta name="twitter:url" content="https://www.advancedmanagement.net/course/artificial-intelligence" /> <meta name="MobileOptimized" content="width" /> <meta name="HandheldFriendly" content="true" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <style>.color-35152 .use-color, .color-35152 .use-color-hover:hover, .color-35152 .use-color-children a, .color-35152.use-color-hover-children:hover a { color: #712E79; }.color-35153 .use-color, .color-35153 .use-color-hover:hover, .color-35153 .use-color-children a, .color-35153.use-color-hover-children:hover a { color: #284382; }.color-35154 .use-color, .color-35154 .use-color-hover:hover, .color-35154 .use-color-children a, .color-35154.use-color-hover-children:hover a { color: #078BCD; }.color-35155 .use-color, .color-35155 .use-color-hover:hover, .color-35155 .use-color-children a, .color-35155.use-color-hover-children:hover a { color: #9B8437; }.color-35155:hover .use-color *, .color-35155:hover .use-color *::before { color: #1f2021 !important; }.color-35156 .use-color, .color-35156 .use-color-hover:hover, .color-35156 .use-color-children a, .color-35156.use-color-hover-children:hover a { color: #B01116; }.color-35157 .use-color, .color-35157 .use-color-hover:hover, .color-35157 .use-color-children a, .color-35157.use-color-hover-children:hover a { color: #B51C31; }.color-35158 .use-color, .color-35158 .use-color-hover:hover, .color-35158 .use-color-children a, .color-35158.use-color-hover-children:hover a { color: #F5821F; }.color-35158:hover .use-color *, .color-35158:hover .use-color *::before { color: #1f2021 !important; }.color-35159 .use-color, .color-35159 .use-color-hover:hover, .color-35159 .use-color-children a, .color-35159.use-color-hover-children:hover a { color: #AF0C2B; }.color-35160 .use-color, .color-35160 .use-color-hover:hover, .color-35160 .use-color-children a, .color-35160.use-color-hover-children:hover a { color: #334878; }.color-35161 .use-color, .color-35161 .use-color-hover:hover, .color-35161 .use-color-children a, .color-35161.use-color-hover-children:hover a { color: #7EC12A; }.color-35161:hover .use-color *, .color-35161:hover .use-color *::before { color: #1f2021 !important; }.color-35162 .use-color, .color-35162 .use-color-hover:hover, .color-35162 .use-color-children a, .color-35162.use-color-hover-children:hover a { color: #21AA48; }.color-35163 .use-color, .color-35163 .use-color-hover:hover, .color-35163 .use-color-children a, .color-35163.use-color-hover-children:hover a { color: #1DAEEC; }.color-35163:hover .use-color *, .color-35163:hover .use-color *::before { color: #1f2021 !important; }.color-35164 .use-color, .color-35164 .use-color-hover:hover, .color-35164 .use-color-children a, .color-35164.use-color-hover-children:hover a { color: #F6DB00; }.color-35164:hover .use-color *, .color-35164:hover .use-color *::before { color: #1f2021 !important; }.color-35165 .use-color, .color-35165 .use-color-hover:hover, .color-35165 .use-color-children a, .color-35165.use-color-hover-children:hover a { color: #1069A0; }.color-35234 .use-color, .color-35234 .use-color-hover:hover, .color-35234 .use-color-children a, .color-35234.use-color-hover-children:hover a { color: #0880FF; }.color-35235 .use-color, .color-35235 .use-color-hover:hover, .color-35235 .use-color-children a, .color-35235.use-color-hover-children:hover a { color: #0071CE; }.color-35238 .use-color, .color-35238 .use-color-hover:hover, .color-35238 .use-color-children a, .color-35238.use-color-hover-children:hover a { color: #0091D6; }.color-35239 .use-color, .color-35239 .use-color-hover:hover, .color-35239 .use-color-children a, .color-35239.use-color-hover-children:hover a { color: #FEBE10; }.color-35239:hover .use-color *, .color-35239:hover .use-color *::before { color: #1f2021 !important; }.color-35241 .use-color, .color-35241 .use-color-hover:hover, .color-35241 .use-color-children a, .color-35241.use-color-hover-children:hover a { color: #1B67B3; }.color-35242 .use-color, .color-35242 .use-color-hover:hover, .color-35242 .use-color-children a, .color-35242.use-color-hover-children:hover a { color: #00428E; }.color-35246 .use-color, .color-35246 .use-color-hover:hover, .color-35246 .use-color-children a, .color-35246.use-color-hover-children:hover a { color: #224db0; }.color-35247 .use-color, .color-35247 .use-color-hover:hover, .color-35247 .use-color-children a, .color-35247.use-color-hover-children:hover a { color: #224db0; }.color-35248 .use-color, .color-35248 .use-color-hover:hover, .color-35248 .use-color-children a, .color-35248.use-color-hover-children:hover a { color: #233D7A; }.color-35249 .use-color, .color-35249 .use-color-hover:hover, .color-35249 .use-color-children a, .color-35249.use-color-hover-children:hover a { color: #006E51; }.color-35250 .use-color, .color-35250 .use-color-hover:hover, .color-35250 .use-color-children a, .color-35250.use-color-hover-children:hover a { color: #2E3A6E; }.color-35251 .use-color, .color-35251 .use-color-hover:hover, .color-35251 .use-color-children a, .color-35251.use-color-hover-children:hover a { color: #FE0000; }.color-35252 .use-color, .color-35252 .use-color-hover:hover, .color-35252 .use-color-children a, .color-35252.use-color-hover-children:hover a { color: #011E41; }.color-35253 .use-color, .color-35253 .use-color-hover:hover, .color-35253 .use-color-children a, .color-35253.use-color-hover-children:hover a { color: #122D4D; }.color-35254 .use-color, .color-35254 .use-color-hover:hover, .color-35254 .use-color-children a, .color-35254.use-color-hover-children:hover a { color: #00008F; }.color-44294 .use-color, .color-44294 .use-color-hover:hover, .color-44294 .use-color-children a, .color-44294.use-color-hover-children:hover a { color: ##000000; }.color-44295 .use-color, .color-44295 .use-color-hover:hover, .color-44295 .use-color-children a, .color-44295.use-color-hover-children:hover a { color: ##000000; }.color-44999 .use-color, .color-44999 .use-color-hover:hover, .color-44999 .use-color-children a, .color-44999.use-color-hover-children:hover a { color: #224db0; }.color-45000 .use-color, .color-45000 .use-color-hover:hover, .color-45000 .use-color-children a, .color-45000.use-color-hover-children:hover a { color: #224db0; }.color-45006 .use-color, .color-45006 .use-color-hover:hover, .color-45006 .use-color-children a, .color-45006.use-color-hover-children:hover a { color: #224db0; }.color-46191 .use-color, .color-46191 .use-color-hover:hover, .color-46191 .use-color-children a, .color-46191.use-color-hover-children:hover a { color: #33679c; }.color-46234 .use-color, .color-46234 .use-color-hover:hover, .color-46234 .use-color-children a, .color-46234.use-color-hover-children:hover a { color: #21AA48; }.color-62391 .use-color, .color-62391 .use-color-hover:hover, .color-62391 .use-color-children a, .color-62391.use-color-hover-children:hover a { color: #eb4034; }.color-62506 .use-color, .color-62506 .use-color-hover:hover, .color-62506 .use-color-children a, .color-62506.use-color-hover-children:hover a { color: #9B8437; }.color-62506:hover .use-color *, .color-62506:hover .use-color *::before { color: #1f2021 !important; }.color-221114 .use-color, .color-221114 .use-color-hover:hover, .color-221114 .use-color-children a, .color-221114.use-color-hover-children:hover a { color: #004FA3; }.color-tid-765 .use-color, .color-tid-765 .use-color-hover:hover, .color-tid-765 .use-color-children a, .color-tid-765.use-color-hover-children:hover a { color: #1f2021; }.color-tid-766 .use-color, .color-tid-766 .use-color-hover:hover, .color-tid-766 .use-color-children a, .color-tid-766.use-color-hover-children:hover a { color: #8e181b; }.color-tid-767 .use-color, .color-tid-767 .use-color-hover:hover, .color-tid-767 .use-color-children a, .color-tid-767.use-color-hover-children:hover a { color: #df8325; }.color-tid-767:hover .use-color * {color: #1f2021 !important; }.color-tid-768 .use-color, .color-tid-768 .use-color-hover:hover, .color-tid-768 .use-color-children a, .color-tid-768.use-color-hover-children:hover a { color: #0082d9; }.color-tid-769 .use-color, .color-tid-769 .use-color-hover:hover, .color-tid-769 .use-color-children a, .color-tid-769.use-color-hover-children:hover a { color: #004574; }</style> <link rel="icon" href="/sites/default/files/favicon.ico" type="image/vnd.microsoft.icon" /> <script src="/sites/default/files/google_tag/primary/google_tag.script.js?sneaq5" defer></script> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <meta http-equiv="X-UA-Compatible" content="ie=edge"><script type="text/javascript">(window.NREUM||(NREUM={})).init={ajax:{deny_list:["bam.nr-data.net"]}};(window.NREUM||(NREUM={})).loader_config={licenseKey:"c152a33a12",applicationID:"170908330"};;/*! For license information please see nr-loader-rum-1.274.0.min.js.LICENSE.txt */ (()=>{var e,t,r={8122:(e,t,r)=>{"use strict";r.d(t,{a:()=>i});var n=r(944);function i(e,t){try{if(!e||"object"!=typeof e)return(0,n.R)(3);if(!t||"object"!=typeof t)return(0,n.R)(4);const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),o=0===Object.keys(r).length?e:r;for(let a in o)if(void 0!==e[a])try{if(null===e[a]){r[a]=null;continue}Array.isArray(e[a])&&Array.isArray(t[a])?r[a]=Array.from(new Set([...e[a],...t[a]])):"object"==typeof e[a]&&"object"==typeof t[a]?r[a]=i(e[a],t[a]):r[a]=e[a]}catch(e){(0,n.R)(1,e)}return r}catch(e){(0,n.R)(2,e)}}},2555:(e,t,r)=>{"use strict";r.d(t,{Vp:()=>c,fn:()=>s,x1:()=>u});var n=r(384),i=r(8122);const o={beacon:n.NT.beacon,errorBeacon:n.NT.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0},a={};function s(e){try{const t=c(e);return!!t.licenseKey&&!!t.errorBeacon&&!!t.applicationID}catch(e){return!1}}function c(e){if(!e)throw new Error("All info objects require an agent identifier!");if(!a[e])throw new Error("Info for ".concat(e," was never set"));return a[e]}function u(e,t){if(!e)throw new Error("All info objects require an agent identifier!");a[e]=(0,i.a)(t,o);const r=(0,n.nY)(e);r&&(r.info=a[e])}},9417:(e,t,r)=>{"use strict";r.d(t,{D0:()=>g,gD:()=>h,xN:()=>p});var n=r(993);const i=e=>{if(!e||"string"!=typeof e)return!1;try{document.createDocumentFragment().querySelector(e)}catch{return!1}return!0};var o=r(2614),a=r(944),s=r(384),c=r(8122);const u="[data-nr-mask]",d=()=>{const e={mask_selector:"*",block_selector:"[data-nr-block]",mask_input_options:{color:!1,date:!1,"datetime-local":!1,email:!1,month:!1,number:!1,range:!1,search:!1,tel:!1,text:!1,time:!1,url:!1,week:!1,textarea:!1,select:!1,password:!0}};return{ajax:{deny_list:void 0,block_internal:!0,enabled:!0,harvestTimeSeconds:10,autoStart:!0},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},feature_flags:[],generic_events:{enabled:!0,harvestTimeSeconds:30,autoStart:!0},harvest:{tooManyRequestsDelay:60},jserrors:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},logging:{enabled:!0,harvestTimeSeconds:10,autoStart:!0,level:n.p_.INFO},metrics:{enabled:!0,autoStart:!0},obfuscate:void 0,page_action:{enabled:!0},page_view_event:{enabled:!0,autoStart:!0},page_view_timing:{enabled:!0,harvestTimeSeconds:30,autoStart:!0},performance:{capture_marks:!1,capture_measures:!1},privacy:{cookies_enabled:!0},proxy:{assets:void 0,beacon:void 0},session:{expiresMs:o.wk,inactiveMs:o.BB},session_replay:{autoStart:!0,enabled:!1,harvestTimeSeconds:60,preload:!1,sampling_rate:10,error_sampling_rate:100,collect_fonts:!1,inline_images:!1,fix_stylesheets:!0,mask_all_inputs:!0,get mask_text_selector(){return e.mask_selector},set mask_text_selector(t){i(t)?e.mask_selector="".concat(t,",").concat(u):""===t||null===t?e.mask_selector=u:(0,a.R)(5,t)},get block_class(){return"nr-block"},get ignore_class(){return"nr-ignore"},get mask_text_class(){return"nr-mask"},get block_selector(){return e.block_selector},set block_selector(t){i(t)?e.block_selector+=",".concat(t):""!==t&&(0,a.R)(6,t)},get mask_input_options(){return e.mask_input_options},set mask_input_options(t){t&&"object"==typeof t?e.mask_input_options={...t,password:!0}:(0,a.R)(7,t)}},session_trace:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},soft_navigations:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},spa:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},ssl:void 0,user_actions:{enabled:!0}}},l={},f="All configuration objects require an agent identifier!";function g(e){if(!e)throw new Error(f);if(!l[e])throw new Error("Configuration for ".concat(e," was never set"));return l[e]}function p(e,t){if(!e)throw new Error(f);l[e]=(0,c.a)(t,d());const r=(0,s.nY)(e);r&&(r.init=l[e])}function h(e,t){if(!e)throw new Error(f);var r=g(e);if(r){for(var n=t.split("."),i=0;i<n.length-1;i++)if("object"!=typeof(r=r[n[i]]))return;r=r[n[n.length-1]]}return r}},3371:(e,t,r)=>{"use strict";r.d(t,{V:()=>f,f:()=>l});var n=r(8122),i=r(384),o=r(6154),a=r(9324);let s=0;const c={buildEnv:a.F3,distMethod:a.Xs,version:a.xv,originTime:o.WN},u={customTransaction:void 0,disabled:!1,isolatedBacklog:!1,loaderType:void 0,maxBytes:3e4,onerror:void 0,ptid:void 0,releaseIds:{},appMetadata:{},session:void 0,denyList:void 0,timeKeeper:void 0,obfuscator:void 0},d={};function l(e){if(!e)throw new Error("All runtime objects require an agent identifier!");if(!d[e])throw new Error("Runtime for ".concat(e," was never set"));return d[e]}function f(e,t){if(!e)throw new Error("All runtime objects require an agent identifier!");d[e]={...(0,n.a)(t,u),...c},Object.hasOwnProperty.call(d[e],"harvestCount")||Object.defineProperty(d[e],"harvestCount",{get:()=>++s});const r=(0,i.nY)(e);r&&(r.runtime=d[e])}},9324:(e,t,r)=>{"use strict";r.d(t,{F3:()=>i,Xs:()=>o,xv:()=>n});const n="1.274.0",i="PROD",o="CDN"},6154:(e,t,r)=>{"use strict";r.d(t,{OF:()=>c,RI:()=>i,WN:()=>d,bv:()=>o,gm:()=>a,mw:()=>s,sb:()=>u});var n=r(1863);const i="undefined"!=typeof window&&!!window.document,o="undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self.navigator instanceof WorkerNavigator||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis.navigator instanceof WorkerNavigator),a=i?window:"undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis),s=Boolean("hidden"===a?.document?.visibilityState),c=/iPad|iPhone|iPod/.test(a.navigator?.userAgent),u=c&&"undefined"==typeof SharedWorker,d=((()=>{const e=a.navigator?.userAgent?.match(/Firefox[/\s](\d+\.\d+)/);Array.isArray(e)&&e.length>=2&&e[1]})(),Date.now()-(0,n.t)())},1687:(e,t,r)=>{"use strict";r.d(t,{Ak:()=>c,Ze:()=>l,x3:()=>u});var n=r(7836),i=r(3606),o=r(860),a=r(2646);const s={};function c(e,t){const r={staged:!1,priority:o.P3[t]||0};d(e),s[e].get(t)||s[e].set(t,r)}function u(e,t){e&&s[e]&&(s[e].get(t)&&s[e].delete(t),g(e,t,!1),s[e].size&&f(e))}function d(e){if(!e)throw new Error("agentIdentifier required");s[e]||(s[e]=new Map)}function l(e="",t="feature",r=!1){if(d(e),!e||!s[e].get(t)||r)return g(e,t);s[e].get(t).staged=!0,f(e)}function f(e){const t=Array.from(s[e]);t.every((([e,t])=>t.staged))&&(t.sort(((e,t)=>e[1].priority-t[1].priority)),t.forEach((([t])=>{s[e].delete(t),g(e,t)})))}function g(e,t,r=!0){const o=e?n.ee.get(e):n.ee,s=i.i.handlers;if(!o.aborted&&o.backlog&&s){if(r){const e=o.backlog[t],r=s[t];if(r){for(let t=0;e&&t<e.length;++t)p(e[t],r);Object.entries(r).forEach((([e,t])=>{Object.values(t||{}).forEach((t=>{t[0]?.on&&t[0]?.context()instanceof a.y&&t[0].on(e,t[1])}))}))}}o.isolatedBacklog||delete s[t],o.backlog[t]=null,o.emit("drain-"+t,[])}}function p(e,t){var r=e[1];Object.values(t[r]||{}).forEach((t=>{var r=e[0];if(t[0]===r){var n=t[1],i=e[3],o=e[2];n.apply(i,o)}}))}},7836:(e,t,r)=>{"use strict";r.d(t,{P:()=>c,ee:()=>u});var n=r(384),i=r(8990),o=r(3371),a=r(2646),s=r(5607);const c="nr@context:".concat(s.W),u=function e(t,r){var n={},s={},d={},l=!1;try{l=16===r.length&&(0,o.f)(r).isolatedBacklog}catch(e){}var f={on:p,addEventListener:p,removeEventListener:function(e,t){var r=n[e];if(!r)return;for(var i=0;i<r.length;i++)r[i]===t&&r.splice(i,1)},emit:function(e,r,n,i,o){!1!==o&&(o=!0);if(u.aborted&&!i)return;t&&o&&t.emit(e,r,n);for(var a=g(n),c=h(e),d=c.length,l=0;l<d;l++)c[l].apply(a,r);var p=m()[s[e]];p&&p.push([f,e,r,a]);return a},get:v,listeners:h,context:g,buffer:function(e,t){const r=m();if(t=t||"feature",f.aborted)return;Object.entries(e||{}).forEach((([e,n])=>{s[n]=t,t in r||(r[t]=[])}))},abort:function(){f._aborted=!0,Object.keys(f.backlog).forEach((e=>{delete f.backlog[e]}))},isBuffering:function(e){return!!m()[s[e]]},debugId:r,backlog:l?{}:t&&"object"==typeof t.backlog?t.backlog:{},isolatedBacklog:l};return Object.defineProperty(f,"aborted",{get:()=>{let e=f._aborted||!1;return e||(t&&(e=t.aborted),e)}}),f;function g(e){return e&&e instanceof a.y?e:e?(0,i.I)(e,c,(()=>new a.y(c))):new a.y(c)}function p(e,t){n[e]=h(e).concat(t)}function h(e){return n[e]||[]}function v(t){return d[t]=d[t]||e(f,t)}function m(){return f.backlog}}(void 0,"globalEE"),d=(0,n.Zm)();d.ee||(d.ee=u)},2646:(e,t,r)=>{"use strict";r.d(t,{y:()=>n});class n{constructor(e){this.contextId=e}}},9908:(e,t,r)=>{"use strict";r.d(t,{d:()=>n,p:()=>i});var n=r(7836).ee.get("handle");function i(e,t,r,i,o){o?(o.buffer([e],i),o.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}},3606:(e,t,r)=>{"use strict";r.d(t,{i:()=>o});var n=r(9908);o.on=a;var i=o.handlers={};function o(e,t,r,o){a(o||n.d,i,e,t,r)}function a(e,t,r,i,o){o||(o="feature"),e||(e=n.d);var a=t[o]=t[o]||{};(a[r]=a[r]||[]).push([e,i])}},3878:(e,t,r)=>{"use strict";function n(e,t){return{capture:e,passive:!1,signal:t}}function i(e,t,r=!1,i){window.addEventListener(e,t,n(r,i))}function o(e,t,r=!1,i){document.addEventListener(e,t,n(r,i))}r.d(t,{DD:()=>o,jT:()=>n,sp:()=>i})},5607:(e,t,r)=>{"use strict";r.d(t,{W:()=>n});const n=(0,r(9566).bz)()},9566:(e,t,r)=>{"use strict";r.d(t,{LA:()=>s,bz:()=>a});var n=r(6154);const i="xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx";function o(e,t){return e?15&e[t]:16*Math.random()|0}function a(){const e=n.gm?.crypto||n.gm?.msCrypto;let t,r=0;return e&&e.getRandomValues&&(t=e.getRandomValues(new Uint8Array(30))),i.split("").map((e=>"x"===e?o(t,r++).toString(16):"y"===e?(3&o()|8).toString(16):e)).join("")}function s(e){const t=n.gm?.crypto||n.gm?.msCrypto;let r,i=0;t&&t.getRandomValues&&(r=t.getRandomValues(new Uint8Array(e)));const a=[];for(var s=0;s<e;s++)a.push(o(r,i++).toString(16));return a.join("")}},2614:(e,t,r)=>{"use strict";r.d(t,{BB:()=>a,H3:()=>n,g:()=>u,iL:()=>c,tS:()=>s,uh:()=>i,wk:()=>o});const n="NRBA",i="SESSION",o=144e5,a=18e5,s={STARTED:"session-started",PAUSE:"session-pause",RESET:"session-reset",RESUME:"session-resume",UPDATE:"session-update"},c={SAME_TAB:"same-tab",CROSS_TAB:"cross-tab"},u={OFF:0,FULL:1,ERROR:2}},1863:(e,t,r)=>{"use strict";function n(){return Math.floor(performance.now())}r.d(t,{t:()=>n})},944:(e,t,r)=>{"use strict";function n(e,t){"function"==typeof console.debug&&console.debug("New Relic Warning: https://github.com/newrelic/newrelic-browser-agent/blob/main/docs/warning-codes.md#".concat(e),t)}r.d(t,{R:()=>n})},5284:(e,t,r)=>{"use strict";r.d(t,{t:()=>c,B:()=>s});var n=r(7836),i=r(6154);const o="newrelic";const a=new Set,s={};function c(e,t){const r=n.ee.get(t);s[t]??={},e&&"object"==typeof e&&(a.has(t)||(r.emit("rumresp",[e]),s[t]=e,a.add(t),function(e={}){try{i.gm.dispatchEvent(new CustomEvent(o,{detail:e}))}catch(e){}}({loaded:!0})))}},8990:(e,t,r)=>{"use strict";r.d(t,{I:()=>i});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty&&Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},6389:(e,t,r)=>{"use strict";function n(e,t=500,r={}){const n=r?.leading||!1;let i;return(...r)=>{n&&void 0===i&&(e.apply(this,r),i=setTimeout((()=>{i=clearTimeout(i)}),t)),n||(clearTimeout(i),i=setTimeout((()=>{e.apply(this,r)}),t))}}function i(e){let t=!1;return(...r)=>{t||(t=!0,e.apply(this,r))}}r.d(t,{J:()=>i,s:()=>n})},5289:(e,t,r)=>{"use strict";r.d(t,{GG:()=>o,sB:()=>a});var n=r(3878);function i(){return"undefined"==typeof document||"complete"===document.readyState}function o(e,t){if(i())return e();(0,n.sp)("load",e,t)}function a(e){if(i())return e();(0,n.DD)("DOMContentLoaded",e)}},384:(e,t,r)=>{"use strict";r.d(t,{NT:()=>o,US:()=>d,Zm:()=>a,bQ:()=>c,dV:()=>s,nY:()=>u,pV:()=>l});var n=r(6154),i=r(1863);const o={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net"};function a(){return n.gm.NREUM||(n.gm.NREUM={}),void 0===n.gm.newrelic&&(n.gm.newrelic=n.gm.NREUM),n.gm.NREUM}function s(){let e=a();return e.o||(e.o={ST:n.gm.setTimeout,SI:n.gm.setImmediate,CT:n.gm.clearTimeout,XHR:n.gm.XMLHttpRequest,REQ:n.gm.Request,EV:n.gm.Event,PR:n.gm.Promise,MO:n.gm.MutationObserver,FETCH:n.gm.fetch,WS:n.gm.WebSocket}),e}function c(e,t){let r=a();r.initializedAgents??={},t.initializedAt={ms:(0,i.t)(),date:new Date},r.initializedAgents[e]=t}function u(e){let t=a();return t.initializedAgents?.[e]}function d(e,t){a()[e]=t}function l(){return function(){let e=a();const t=e.info||{};e.info={beacon:o.beacon,errorBeacon:o.errorBeacon,...t}}(),function(){let e=a();const t=e.init||{};e.init={...t}}(),s(),function(){let e=a();const t=e.loader_config||{};e.loader_config={...t}}(),a()}},2843:(e,t,r)=>{"use strict";r.d(t,{u:()=>i});var n=r(3878);function i(e,t=!1,r,i){(0,n.DD)("visibilitychange",(function(){if(t)return void("hidden"===document.visibilityState&&e());e(document.visibilityState)}),r,i)}},3434:(e,t,r)=>{"use strict";r.d(t,{YM:()=>c});var n=r(7836),i=r(5607);const o="nr@original:".concat(i.W);var a=Object.prototype.hasOwnProperty,s=!1;function c(e,t){return e||(e=n.ee),r.inPlace=function(e,t,n,i,o){n||(n="");const a="-"===n.charAt(0);for(let s=0;s<t.length;s++){const c=t[s],u=e[c];d(u)||(e[c]=r(u,a?c+n:n,i,c,o))}},r.flag=o,r;function r(t,r,n,s,c){return d(t)?t:(r||(r=""),nrWrapper[o]=t,function(e,t,r){if(Object.defineProperty&&Object.keys)try{return Object.keys(e).forEach((function(r){Object.defineProperty(t,r,{get:function(){return e[r]},set:function(t){return e[r]=t,t}})})),t}catch(e){u([e],r)}for(var n in e)a.call(e,n)&&(t[n]=e[n])}(t,nrWrapper,e),nrWrapper);function nrWrapper(){var o,a,d,l;try{a=this,o=[...arguments],d="function"==typeof n?n(o,a):n||{}}catch(t){u([t,"",[o,a,s],d],e)}i(r+"start",[o,a,s],d,c);try{return l=t.apply(a,o)}catch(e){throw i(r+"err",[o,a,e],d,c),e}finally{i(r+"end",[o,a,l],d,c)}}}function i(r,n,i,o){if(!s||t){var a=s;s=!0;try{e.emit(r,n,i,t,o)}catch(t){u([t,r,n,i],e)}s=a}}}function u(e,t){t||(t=n.ee);try{t.emit("internal-error",e)}catch(e){}}function d(e){return!(e&&"function"==typeof e&&e.apply&&!e[o])}},993:(e,t,r)=>{"use strict";r.d(t,{ET:()=>o,p_:()=>i});var n=r(860);const i={ERROR:"ERROR",WARN:"WARN",INFO:"INFO",DEBUG:"DEBUG",TRACE:"TRACE"},o="log";n.K7.logging},3969:(e,t,r)=>{"use strict";r.d(t,{TZ:()=>n,XG:()=>s,rs:()=>i,xV:()=>a,z_:()=>o});const n=r(860).K7.metrics,i="sm",o="cm",a="storeSupportabilityMetrics",s="storeEventMetrics"},6630:(e,t,r)=>{"use strict";r.d(t,{T:()=>n});const n=r(860).K7.pageViewEvent},782:(e,t,r)=>{"use strict";r.d(t,{T:()=>n});const n=r(860).K7.pageViewTiming},6344:(e,t,r)=>{"use strict";r.d(t,{G4:()=>i});var n=r(2614);r(860).K7.sessionReplay;const i={RECORD:"recordReplay",PAUSE:"pauseReplay",REPLAY_RUNNING:"replayRunning",ERROR_DURING_REPLAY:"errorDuringReplay"};n.g.ERROR,n.g.FULL,n.g.OFF},4234:(e,t,r)=>{"use strict";r.d(t,{W:()=>o});var n=r(7836),i=r(1687);class o{constructor(e,t){this.agentIdentifier=e,this.ee=n.ee.get(e),this.featureName=t,this.blocked=!1}deregisterDrain(){(0,i.x3)(this.agentIdentifier,this.featureName)}}},7603:(e,t,r)=>{"use strict";r.d(t,{j:()=>P});var n=r(860),i=r(2555),o=r(3371),a=r(9908),s=r(7836),c=r(1687),u=r(5289),d=r(6154),l=r(944),f=r(3969),g=r(384),p=r(6344);const h=["setErrorHandler","finished","addToTrace","addRelease","addPageAction","setCurrentRouteName","setPageViewName","setCustomAttribute","interaction","noticeError","setUserId","setApplicationVersion","start",p.G4.RECORD,p.G4.PAUSE,"log","wrapLogger"],v=["setErrorHandler","finished","addToTrace","addRelease"];var m=r(1863),b=r(2614),y=r(993);var w=r(2646),A=r(3434);function R(e,t,r,n){if("object"!=typeof t||!t||"string"!=typeof r||!r||"function"!=typeof t[r])return(0,l.R)(29);const i=function(e){return(e||s.ee).get("logger")}(e),o=(0,A.YM)(i),a=new w.y(s.P);return a.level=n.level,a.customAttributes=n.customAttributes,o.inPlace(t,[r],"wrap-logger-",a),i}function E(){const e=(0,g.pV)();h.forEach((t=>{e[t]=(...r)=>function(t,...r){let n=[];return Object.values(e.initializedAgents).forEach((e=>{e&&e.api?e.exposed&&e.api[t]&&n.push(e.api[t](...r)):(0,l.R)(38,t)})),n.length>1?n:n[0]}(t,...r)}))}const x={};function _(e,t,g=!1){t||(0,c.Ak)(e,"api");const h={};var w=s.ee.get(e),A=w.get("tracer");x[e]=b.g.OFF,w.on(p.G4.REPLAY_RUNNING,(t=>{x[e]=t}));var E="api-",_=E+"ixn-";function N(t,r,n,o){const a=(0,i.Vp)(e);return null===r?delete a.jsAttributes[t]:(0,i.x1)(e,{...a,jsAttributes:{...a.jsAttributes,[t]:r}}),j(E,n,!0,o||null===r?"session":void 0)(t,r)}function T(){}h.log=function(e,{customAttributes:t={},level:r=y.p_.INFO}={}){(0,a.p)(f.xV,["API/log/called"],void 0,n.K7.metrics,w),function(e,t,r={},i=y.p_.INFO){(0,a.p)(f.xV,["API/logging/".concat(i.toLowerCase(),"/called")],void 0,n.K7.metrics,e),(0,a.p)(y.ET,[(0,m.t)(),t,r,i],void 0,n.K7.logging,e)}(w,e,t,r)},h.wrapLogger=(e,t,{customAttributes:r={},level:i=y.p_.INFO}={})=>{(0,a.p)(f.xV,["API/wrapLogger/called"],void 0,n.K7.metrics,w),R(w,e,t,{customAttributes:r,level:i})},v.forEach((e=>{h[e]=j(E,e,!0,"api")})),h.addPageAction=j(E,"addPageAction",!0,n.K7.genericEvents),h.setPageViewName=function(t,r){if("string"==typeof t)return"/"!==t.charAt(0)&&(t="/"+t),(0,o.f)(e).customTransaction=(r||"http://custom.transaction")+t,j(E,"setPageViewName",!0)()},h.setCustomAttribute=function(e,t,r=!1){if("string"==typeof e){if(["string","number","boolean"].includes(typeof t)||null===t)return N(e,t,"setCustomAttribute",r);(0,l.R)(40,typeof t)}else(0,l.R)(39,typeof e)},h.setUserId=function(e){if("string"==typeof e||null===e)return N("enduser.id",e,"setUserId",!0);(0,l.R)(41,typeof e)},h.setApplicationVersion=function(e){if("string"==typeof e||null===e)return N("application.version",e,"setApplicationVersion",!1);(0,l.R)(42,typeof e)},h.start=()=>{try{(0,a.p)(f.xV,["API/start/called"],void 0,n.K7.metrics,w),w.emit("manual-start-all")}catch(e){(0,l.R)(23,e)}},h[p.G4.RECORD]=function(){(0,a.p)(f.xV,["API/recordReplay/called"],void 0,n.K7.metrics,w),(0,a.p)(p.G4.RECORD,[],void 0,n.K7.sessionReplay,w)},h[p.G4.PAUSE]=function(){(0,a.p)(f.xV,["API/pauseReplay/called"],void 0,n.K7.metrics,w),(0,a.p)(p.G4.PAUSE,[],void 0,n.K7.sessionReplay,w)},h.interaction=function(e){return(new T).get("object"==typeof e?e:{})};const S=T.prototype={createTracer:function(e,t){var r={},i=this,o="function"==typeof t;return(0,a.p)(f.xV,["API/createTracer/called"],void 0,n.K7.metrics,w),g||(0,a.p)(_+"tracer",[(0,m.t)(),e,r],i,n.K7.spa,w),function(){if(A.emit((o?"":"no-")+"fn-start",[(0,m.t)(),i,o],r),o)try{return t.apply(this,arguments)}catch(e){const t="string"==typeof e?new Error(e):e;throw A.emit("fn-err",[arguments,this,t],r),t}finally{A.emit("fn-end",[(0,m.t)()],r)}}}};function j(e,t,r,i){return function(){return(0,a.p)(f.xV,["API/"+t+"/called"],void 0,n.K7.metrics,w),i&&(0,a.p)(e+t,[(0,m.t)(),...arguments],r?null:this,i,w),r?void 0:this}}function k(){r.e(296).then(r.bind(r,8778)).then((({setAPI:t})=>{t(e),(0,c.Ze)(e,"api")})).catch((e=>{(0,l.R)(27,e),w.abort()}))}return["actionText","setName","setAttribute","save","ignore","onEnd","getContext","end","get"].forEach((e=>{S[e]=j(_,e,void 0,g?n.K7.softNav:n.K7.spa)})),h.setCurrentRouteName=g?j(_,"routeName",void 0,n.K7.softNav):j(E,"routeName",!0,n.K7.spa),h.noticeError=function(t,r){"string"==typeof t&&(t=new Error(t)),(0,a.p)(f.xV,["API/noticeError/called"],void 0,n.K7.metrics,w),(0,a.p)("err",[t,(0,m.t)(),!1,r,!!x[e]],void 0,n.K7.jserrors,w)},d.RI?(0,u.GG)((()=>k()),!0):k(),h}var N=r(9417),T=r(8122);const S={accountID:void 0,trustKey:void 0,agentID:void 0,licenseKey:void 0,applicationID:void 0,xpid:void 0},j={};var k=r(5284);const I=e=>{const t=e.startsWith("http");e+="/",r.p=t?e:"https://"+e};let O=!1;function P(e,t={},r,n){let{init:a,info:c,loader_config:u,runtime:l={},exposed:f=!0}=t;l.loaderType=r;const p=(0,g.pV)();c||(a=p.init,c=p.info,u=p.loader_config),(0,N.xN)(e.agentIdentifier,a||{}),function(e,t){if(!e)throw new Error("All loader-config objects require an agent identifier!");j[e]=(0,T.a)(t,S);const r=(0,g.nY)(e);r&&(r.loader_config=j[e])}(e.agentIdentifier,u||{}),c.jsAttributes??={},d.bv&&(c.jsAttributes.isWorker=!0),(0,i.x1)(e.agentIdentifier,c);const h=(0,N.D0)(e.agentIdentifier),v=[c.beacon,c.errorBeacon];O||(h.proxy.assets&&(I(h.proxy.assets),v.push(h.proxy.assets)),h.proxy.beacon&&v.push(h.proxy.beacon),E(),(0,g.US)("activatedFeatures",k.B),e.runSoftNavOverSpa&&=!0===h.soft_navigations.enabled&&h.feature_flags.includes("soft_nav")),l.denyList=[...h.ajax.deny_list||[],...h.ajax.block_internal?v:[]],l.ptid=e.agentIdentifier,(0,o.V)(e.agentIdentifier,l),e.ee=s.ee.get(e.agentIdentifier),void 0===e.api&&(e.api=_(e.agentIdentifier,n,e.runSoftNavOverSpa)),void 0===e.exposed&&(e.exposed=f),O=!0}},8374:(e,t,r)=>{r.nc=(()=>{try{return document?.currentScript?.nonce}catch(e){}return""})()},860:(e,t,r)=>{"use strict";r.d(t,{$J:()=>o,K7:()=>n,P3:()=>i});const n={ajax:"ajax",genericEvents:"generic_events",jserrors:"jserrors",logging:"logging",metrics:"metrics",pageAction:"page_action",pageViewEvent:"page_view_event",pageViewTiming:"page_view_timing",sessionReplay:"session_replay",sessionTrace:"session_trace",softNav:"soft_navigations",spa:"spa"},i={[n.pageViewEvent]:1,[n.pageViewTiming]:2,[n.metrics]:3,[n.jserrors]:4,[n.spa]:5,[n.ajax]:6,[n.sessionTrace]:7,[n.softNav]:8,[n.sessionReplay]:9,[n.logging]:10,[n.genericEvents]:11},o={[n.pageViewTiming]:"events",[n.ajax]:"events",[n.spa]:"events",[n.softNav]:"events",[n.metrics]:"jserrors",[n.jserrors]:"jserrors",[n.sessionTrace]:"browser/blobs",[n.sessionReplay]:"browser/blobs",[n.logging]:"browser/logs",[n.genericEvents]:"ins"}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var o=n[e]={exports:{}};return r[e](o,o.exports,i),o.exports}i.m=r,i.d=(e,t)=>{for(var r in t)i.o(t,r)&&!i.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=>Promise.all(Object.keys(i.f).reduce(((t,r)=>(i.f[r](e,t),t)),[])),i.u=e=>"nr-rum-1.274.0.min.js",i.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),e={},t="NRBA-1.274.0.PROD:",i.l=(r,n,o,a)=>{if(e[r])e[r].push(n);else{var s,c;if(void 0!==o)for(var u=document.getElementsByTagName("script"),d=0;d<u.length;d++){var l=u[d];if(l.getAttribute("src")==r||l.getAttribute("data-webpack")==t+o){s=l;break}}if(!s){c=!0;var f={296:"sha512-gkYkZDAwQ9PwaDXs2YM+rNIdRej1Ac1mupWobRJ8eahQcXz6/sunGZCKklrzi5kWxhOGRZr2tn0rEKuLTXzfAA=="};(s=document.createElement("script")).charset="utf-8",s.timeout=120,i.nc&&s.setAttribute("nonce",i.nc),s.setAttribute("data-webpack",t+o),s.src=r,0!==s.src.indexOf(window.location.origin+"/")&&(s.crossOrigin="anonymous"),f[a]&&(s.integrity=f[a])}e[r]=[n];var g=(t,n)=>{s.onerror=s.onload=null,clearTimeout(p);var i=e[r];if(delete e[r],s.parentNode&&s.parentNode.removeChild(s),i&&i.forEach((e=>e(n))),t)return t(n)},p=setTimeout(g.bind(null,void 0,{type:"timeout",target:s}),12e4);s.onerror=g.bind(null,s.onerror),s.onload=g.bind(null,s.onload),c&&document.head.appendChild(s)}},i.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},i.p="https://js-agent.newrelic.com/",(()=>{var e={840:0,374:0};i.f.j=(t,r)=>{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var o=new Promise(((r,i)=>n=e[t]=[r,i]));r.push(n[2]=o);var a=i.p+i.u(t),s=new Error;i.l(a,(r=>{if(i.o(e,t)&&(0!==(n=e[t])&&(e[t]=void 0),n)){var o=r&&("load"===r.type?"missing":r.type),a=r&&r.target&&r.target.src;s.message="Loading chunk "+t+" failed.\n("+o+": "+a+")",s.name="ChunkLoadError",s.type=o,s.request=a,n[1](s)}}),"chunk-"+t,t)}};var t=(t,r)=>{var n,o,[a,s,c]=r,u=0;if(a.some((t=>0!==e[t]))){for(n in s)i.o(s,n)&&(i.m[n]=s[n]);if(c)c(i)}for(t&&t(r);u<a.length;u++)o=a[u],i.o(e,o)&&e[o]&&e[o][0](),e[o]=0},r=self["webpackChunk:NRBA-1.274.0.PROD"]=self["webpackChunk:NRBA-1.274.0.PROD"]||[];r.forEach(t.bind(null,0)),r.push=t.bind(null,r.push.bind(r))})(),(()=>{"use strict";i(8374);var e=i(944),t=i(6344),r=i(9566);class n{agentIdentifier;constructor(e=(0,r.LA)(16)){this.agentIdentifier=e}#e(t,...r){if("function"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}addPageAction(e,t){return this.#e("addPageAction",e,t)}setPageViewName(e,t){return this.#e("setPageViewName",e,t)}setCustomAttribute(e,t,r){return this.#e("setCustomAttribute",e,t,r)}noticeError(e,t){return this.#e("noticeError",e,t)}setUserId(e){return this.#e("setUserId",e)}setApplicationVersion(e){return this.#e("setApplicationVersion",e)}setErrorHandler(e){return this.#e("setErrorHandler",e)}addRelease(e,t){return this.#e("addRelease",e,t)}log(e,t){return this.#e("log",e,t)}}class o extends n{#e(t,...r){if("function"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}start(){return this.#e("start")}finished(e){return this.#e("finished",e)}recordReplay(){return this.#e(t.G4.RECORD)}pauseReplay(){return this.#e(t.G4.PAUSE)}addToTrace(e){return this.#e("addToTrace",e)}setCurrentRouteName(e){return this.#e("setCurrentRouteName",e)}interaction(){return this.#e("interaction")}wrapLogger(e,t,r){return this.#e("wrapLogger",e,t,r)}}var a=i(860),s=i(9417);const c=Object.values(a.K7);function u(e){const t={};return c.forEach((r=>{t[r]=function(e,t){return!0===(0,s.gD)(t,"".concat(e,".enabled"))}(r,e)})),t}var d=i(7603);var l=i(1687),f=i(4234),g=i(5289),p=i(6154),h=i(384);const v=e=>p.RI&&!0===(0,s.gD)(e,"privacy.cookies_enabled");function m(e){return!!(0,h.dV)().o.MO&&v(e)&&!0===(0,s.gD)(e,"session_trace.enabled")}var b=i(6389);class y extends f.W{constructor(e,t,r=!0){super(e.agentIdentifier,t),this.auto=r,this.abortHandler=void 0,this.featAggregate=void 0,this.onAggregateImported=void 0,!1===e.init[this.featureName].autoStart&&(this.auto=!1),this.auto?(0,l.Ak)(e.agentIdentifier,t):this.ee.on("manual-start-all",(0,b.J)((()=>{(0,l.Ak)(e.agentIdentifier,this.featureName),this.auto=!0,this.importAggregator(e)})))}importAggregator(t,r={}){if(this.featAggregate||!this.auto)return;let n;this.onAggregateImported=new Promise((e=>{n=e}));const o=async()=>{let o;try{if(v(this.agentIdentifier)){const{setupAgentSession:e}=await i.e(296).then(i.bind(i,3861));o=e(t)}}catch(t){(0,e.R)(20,t),this.ee.emit("internal-error",[t]),this.featureName===a.K7.sessionReplay&&this.abortHandler?.()}try{if(t.sharedAggregator)await t.sharedAggregator;else{t.sharedAggregator=i.e(296).then(i.bind(i,9337));const{EventAggregator:e}=await t.sharedAggregator;t.sharedAggregator=new e}if(!this.#t(this.featureName,o))return(0,l.Ze)(this.agentIdentifier,this.featureName),void n(!1);const{lazyFeatureLoader:e}=await i.e(296).then(i.bind(i,6103)),{Aggregate:a}=await e(this.featureName,"aggregate");this.featAggregate=new a(t,r),n(!0)}catch(t){(0,e.R)(34,t),this.abortHandler?.(),(0,l.Ze)(this.agentIdentifier,this.featureName,!0),n(!1),this.ee&&this.ee.abort()}};p.RI?(0,g.GG)((()=>o()),!0):o()}#t(e,t){switch(e){case a.K7.sessionReplay:return m(this.agentIdentifier)&&!!t;case a.K7.sessionTrace:return!!t;default:return!0}}}var w=i(6630);class A extends y{static featureName=w.T;constructor(e,t=!0){super(e,w.T,t),this.importAggregator(e)}}var R=i(9908),E=i(2843),x=i(3878),_=i(782),N=i(1863);class T extends y{static featureName=_.T;constructor(e,t=!0){super(e,_.T,t),p.RI&&((0,E.u)((()=>(0,R.p)("docHidden",[(0,N.t)()],void 0,_.T,this.ee)),!0),(0,x.sp)("pagehide",(()=>(0,R.p)("winPagehide",[(0,N.t)()],void 0,_.T,this.ee))),this.importAggregator(e))}}var S=i(3969);class j extends y{static featureName=S.TZ;constructor(e,t=!0){super(e,S.TZ,t),this.importAggregator(e)}}new class extends o{constructor(t,r){super(r),p.gm?(this.features={},(0,h.bQ)(this.agentIdentifier,this),this.desiredFeatures=new Set(t.features||[]),this.desiredFeatures.add(A),this.runSoftNavOverSpa=[...this.desiredFeatures].some((e=>e.featureName===a.K7.softNav)),(0,d.j)(this,t,t.loaderType||"agent"),this.run()):(0,e.R)(21)}get config(){return{info:this.info,init:this.init,loader_config:this.loader_config,runtime:this.runtime}}run(){try{const t=u(this.agentIdentifier),r=[...this.desiredFeatures];r.sort(((e,t)=>a.P3[e.featureName]-a.P3[t.featureName])),r.forEach((r=>{if(!t[r.featureName]&&r.featureName!==a.K7.pageViewEvent)return;if(this.runSoftNavOverSpa&&r.featureName===a.K7.spa)return;if(!this.runSoftNavOverSpa&&r.featureName===a.K7.softNav)return;const n=function(e){switch(e){case a.K7.ajax:return[a.K7.jserrors];case a.K7.sessionTrace:return[a.K7.ajax,a.K7.pageViewEvent];case a.K7.sessionReplay:return[a.K7.sessionTrace];case a.K7.pageViewTiming:return[a.K7.pageViewEvent];default:return[]}}(r.featureName).filter((e=>!(e in this.features)));n.length>0&&(0,e.R)(36,{targetFeature:r.featureName,missingDependencies:n}),this.features[r.featureName]=new r(this)}))}catch(t){(0,e.R)(22,t);for(const e in this.features)this.features[e].abortHandler?.();const r=(0,h.Zm)();delete r.initializedAgents[this.agentIdentifier]?.api,delete r.initializedAgents[this.agentIdentifier]?.features,delete this.sharedAggregator;return r.ee.get(this.agentIdentifier).abort(),!1}}}({features:[A,T,j],loaderType:"lite"})})()})();</script> <title>Artificial Intelligence | The Global Network for Advanced Management</title> <link rel="stylesheet" media="all" href="/sites/default/files/css/css_8tASViQYJH6p-DCPEhJLA-C2IyoIydOW-OW7QKvx6BM.css" /> <link rel="stylesheet" media="all" href="/sites/default/files/css/css_58kZRSS-0VzWUSBat1nR8zmD0Yre3kpGzLqTEVNXKhs.css" /> <link rel="stylesheet" media="all" href="/sites/default/files/css/css_-59ObKXh04ytk1iI3azKvpl0a2CQv6B6AuoaYygeiAA.css" /> <link rel="stylesheet" media="all" href="/sites/default/files/css/css_CUyoK1QtBOfY9HGyYRrTOEALIN-dPFsTYEFPnODfBfQ.css" /> <link rel="stylesheet" media="all" href="/sites/default/files/css/css_sxanrRupcfdBRAluzQL_U0DfuftNhHK7XoA_SEkDHFg.css" /> <link rel="stylesheet" media="print" href="/sites/default/files/css/css_7vaGAOFeyyzPw7QKwntLZ6YsTj2v0nR2An-2TAvl0Z4.css" /> <script src="/sites/default/files/js/optimized/js_vUHoV9BKOc4FGYKki0UOzxo3CREOz1-2Gjleeshx86k.rVzOR3u-p_maBSXSyrZu5imzXVCPwPR4hChg3xZq9bM.js?v=3.11.7"></script> <script src="/sites/default/files/js/optimized/js_OgmpCsm-hY1wxtCe7vIakMBk1StOCiGZ6ZgHIWf82M0.qkXx3PVm_tArz6Tzl8pNGBvTDD4GYrghcLu7FWIxDWk.js?v=3.11.7"></script> </head> <body class="role-anonymous path-node page-node-type-certificate-of-excellence-course"> <h1 class="visually-hidden" id="site-name">The Global Network for Advanced Management</h1> <a href="#main-content" class="visually-hidden focusable skip-link"> Skip to main content </a> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-WP9639N" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <div class="dialog-off-canvas-main-canvas" data-off-canvas-main-canvas> <main id="main" class="page" role="main" aria-labelledby="block-ysm-global-network-page-title"> <header class="page__header container" role="banner"> <div class="page__header--logo"> <a href="/" title="Home" rel="home"><img alt="Global Network for Advanced Management logo" src="/themes/custom/ysm_global_network/assets/dist/images/GNAM_revised-logo.svg"/></a> </div> <div class="region region-header"> <nav role="navigation" aria-labelledby="block-engagement-menu" id="block-engagement"> <h2 id="block-engagement-menu">Engagement</h2> <ul class="menu level-0 nav__engagement"> <li class="nav__item nav__engagement__item about"> <a href="/about/mission" class="nav__engagement__link"> <span class="nav__item__title">About</span> </a> </li> <li class="nav__item nav__engagement__item engage"> <a href="/engage-network" class="nav__engagement__link" data-drupal-link-system-path="node/35782"> <span class="nav__item__title">Engage</span> </a> </li> <li class="nav__item nav__engagement__item global-network-perspectives"> <a href="/perspectives" class="nav__engagement__link" data-drupal-link-system-path="perspectives"> <span class="nav__item__title">Global Network Perspectives</span> </a> </li> </ul> </nav> <nav role="navigation" aria-labelledby="block-ysm-global-network-main-menu-menu" id="block-ysm-global-network-main-menu"> <h2 id="block-ysm-global-network-main-menu-menu">Navigate the new global economy</h2> <ul class="menu level-0 nav__main"> <li class="nav__item nav__main__item nav__item--expanded nav__item--active-trail programs"> <a href="/programs" class="nav__main__link" data-drupal-link-system-path="node/35783"> <span class="nav__item__title">Programs</span> </a> <ul class="menu level-1 nav__main--subnav"> <li class="nav__item nav__main__item nav__item--collapsed network-weeks"> <a href="/programs/network-weeks" class="nav__main__link" data-drupal-link-system-path="node/29"> <span class="nav__item__title">Network Weeks</span> </a> </li> <li class="nav__item nav__main__item nav__item--expanded nav__item--active-trail network-courses"> <a href="/programs/global-network-courses" class="nav__main__link" data-drupal-link-system-path="node/35778"> <span class="nav__item__title">Network Courses</span> </a> <ul class="menu nav__main--subnav level-2"> <li class="nav__item nav__main__item facts-and-figures:-snocs-and-global-network"> <a href="/programs/network-courses/facts-figures-snocs-global-network" class="nav__main__link" data-drupal-link-system-path="node/300"> <span class="nav__item__title">Facts & Figures: SNOCs & Global Network</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--collapsed student-competitions"> <a href="/programs/global-network-competitions" class="nav__main__link" data-drupal-link-system-path="node/64069"> <span class="nav__item__title">Student Competitions</span> </a> </li> <li class="nav__item nav__main__item postdoc-opportunities"> <a href="/programs/postdoc-opportunities" class="nav__main__link" data-drupal-link-system-path="node/62273"> <span class="nav__item__title">Postdoc Opportunities</span> </a> </li> <li class="nav__item nav__main__item global-virtual-teams"> <a href="/programs/global-virtual-teams" class="nav__main__link" data-drupal-link-system-path="node/76173"> <span class="nav__item__title">Global Virtual Teams</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--expanded members"> <a href="/members" class="nav__main__link" data-drupal-link-system-path="node/9"> <span class="nav__item__title">Members</span> </a> <ul class="menu nav__main--subnav level-2 level-1"> <li class="nav__item nav__main__item steering-committee"> <a href="/members/steering-committee" class="nav__main__link" data-drupal-link-system-path="node/62566"> <span class="nav__item__title">Steering Committee</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--expanded resources"> <a href="/global-network-resources" class="nav__main__link" data-drupal-link-system-path="node/35784"> <span class="nav__item__title">Resources</span> </a> <ul class="menu nav__main--subnav level-2 level-1"> <li class="nav__item nav__main__item networked-inquiry-and-surveys"> <a href="/resources/networked-inquiry-surveys" class="nav__main__link" data-drupal-link-system-path="node/35785"> <span class="nav__item__title">Networked Inquiry & Surveys</span> </a> </li> <li class="nav__item nav__main__item webinars"> <a href="/resources/webinars-global-network-connect" class="nav__main__link" data-drupal-link-system-path="node/62081"> <span class="nav__item__title">Webinars</span> </a> </li> <li class="nav__item nav__main__item case-studies"> <a href="/resources/global-network-case-studies" class="nav__main__link" data-drupal-link-system-path="node/221110"> <span class="nav__item__title">Case Studies</span> </a> </li> <li class="nav__item nav__main__item media-toolkit"> <a href="/resources/toolkit" class="nav__main__link" data-drupal-link-system-path="node/245"> <span class="nav__item__title">Media Toolkit</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--expanded news-and-perspectives"> <a href="/global-network-news" class="nav__main__link" data-drupal-link-system-path="node/16"> <span class="nav__item__title">News & Perspectives</span> </a> <ul class="menu nav__main--subnav level-2 level-1"> <li class="nav__item nav__main__item global-network-perspectives"> <a href="/perspectives" class="nav__main__link" data-drupal-link-system-path="perspectives"> <span class="nav__item__title">Global Network Perspectives</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item events"> <a href="/events" class="nav__main__link" data-drupal-link-system-path="node/44350"> <span class="nav__item__title">Events</span> </a> </li> </ul> </nav> <div class="views-exposed-form bef-exposed-form" data-drupal-selector="views-exposed-form-search-api-page-search-block" id="block-exposedformsearch-api-pagesearch-block"> <form action="/search" method="get" id="views-exposed-form-search-api-page-search-block" accept-charset="UTF-8"> <div class="js-form-item form-item js-form-type-search-api-autocomplete form-item-term js-form-item-term"> <input placeholder="Enter Search terms" data-drupal-selector="edit-term" data-search-api-autocomplete-search="search_api_page" class="form-autocomplete form-text" data-autocomplete-path="/search_api_autocomplete/search_api_page?display=search_block&&filter=term" type="text" id="edit-term" name="term" value="" size="30" maxlength="128" /> </div> <div class="js-form-item form-item js-form-type-select form-item-type js-form-item-type"> <select data-drupal-selector="edit-type" id="edit-type" name="type" class="form-select"><option value="All" selected="selected">- Any -</option><option value="1">Course</option><option value="2">Competition</option><option value="3">Event</option><option value="4">Global Network Week</option><option value="5">Member School</option><option value="6">News</option><option value="7">Page</option><option value="8">Perspective</option></select> </div> <div data-drupal-selector="edit-actions" class="form-actions js-form-wrapper form-wrapper" id="edit-actions"><input data-drupal-selector="edit-submit-search-api-page" type="submit" id="edit-submit-search-api-page" value="Search" class="button js-form-submit form-submit" /> </div> </form> </div> </div> <div class="nav__toggle" id="primary-nav__toggle" role="button" tabindex="0" aria-label="Primary navigation toggle"> <span class="nav__toggle-icon"> <span></span> <span></span> <span></span> <span></span> </span> </div> </header> <div id="page" class="page__content"> <div class="page__article" id="main-content"> <div class="region region-content"> <div data-drupal-messages-fallback class="hidden"></div><div id="block-ysm-global-network-page-title"> <h1><span class="field field--name-title field--type-string field--label-hidden">Artificial Intelligence</span> </h1> </div> <div id="block-gnam-system-main"> <article data-history-node-id="62543" role="article" class="node node--type-certificate-of-excellence-course node--view-mode-full course course-type__global-network-course"> <div class="node-full__member-school"> <div class="field field--name-field-member-school field--type-entity-reference field--label-hidden field__items"> <div data-history-node-id="35152" role="article" class="node node--type-member-schools member-schools color-35152 node--promoted node--view-mode-member-school-color-name-and-country"> <h5> <a href="/members/asian-institute-management" class="member-school__name use-color">Asian Institute of Management</a> <span class="member-school__location use-color"> <span class="country">Philippines</span> </span></h5> </div> </div> </div> <div class="content-layout"> <div class="content-layout__main"> <aside class="course__metadata metadata--block" aria-labelledby="course__metadata--title"> <h2 id="course__metadata--title">Course Details</h2> <ul class="semantic-list metadata"> <li class="metadata--item"> <div class="metadata--label">Course Dates</div> <div class="metadata--value"> <span class="datestamp--date">September 8 – December 1, 2020</span> </div> </li> <li class="metadata--item"> <div class="metadata--label">Member School</div> <div class="metadata--value">Asian Institute of Management</div> </li> </ul> </aside> <p style="text-align:justify"><span style="font-size:11pt"><span style="background:white"><span style="font-family:"Calibri",sans-serif"><span style="font-family:"Arial",sans-serif"><span style="color:black">This course will introduce students to the world of artificial intelligence and how it unlocks the true power of analytics in terms of prediction accuracy and interpretability. This will be a hands-on and an application-heavy module, looking at real-world data and cases in different fields. At the end of the course, students will be weaponized to understand, at least conceptually, how artificial intelligence works. In addition, they will familiarize themselves with the applications of machine learning and how it can be exploited for innovation. </span></span></span></span></span></p> <h4>Course Date & Time</h4> <p><span class="Style4" style="font-family:"Calibri",sans-serif"><span style="font-size:11.0pt"><span style="font-family:"Arial",sans-serif">Tuesdays 8:00-9:30PM & 10:00-11:30PM Manila/Singapore Time聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽聽 </span></span></span><br /><span class="Style4" style="font-family:"Calibri",sans-serif"><span style="font-size:11.0pt"><span style="font-family:"Arial",sans-serif">No classes on November 10</span></span></span></p> </div> <div class="content-layout__aside content-layout__aside--primary content-layout__aside--wide"> <nav role="navigation" aria-labelledby="nav__secondary--title" id="article__nav__secondary" class="nav__secondary"> <h2 id="nav__secondary--title" class="visually-hidden">Secondary Navigation</h2> <ul class="menu level-0 nav__main"> <li class="nav__item nav__main__item nav__item--expanded nav__item--active-trail programs"> <a href="/programs" class="nav__main__link" data-drupal-link-system-path="node/35783"> <span class="nav__item__title">Programs</span> </a> <ul class="menu level-1 nav__main--subnav"> <li class="nav__item nav__main__item nav__item--collapsed network-weeks"> <a href="/programs/network-weeks" class="nav__main__link" data-drupal-link-system-path="node/29"> <span class="nav__item__title">Network Weeks</span> </a> </li> <li class="nav__item nav__main__item nav__item--expanded nav__item--active-trail network-courses"> <a href="/programs/global-network-courses" class="nav__main__link" data-drupal-link-system-path="node/35778"> <span class="nav__item__title">Network Courses</span> </a> <ul class="menu nav__main--subnav level-2"> <li class="nav__item nav__main__item facts-and-figures:-snocs-and-global-network"> <a href="/programs/network-courses/facts-figures-snocs-global-network" class="nav__main__link" data-drupal-link-system-path="node/300"> <span class="nav__item__title">Facts & Figures: SNOCs & Global Network</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--collapsed student-competitions"> <a href="/programs/global-network-competitions" class="nav__main__link" data-drupal-link-system-path="node/64069"> <span class="nav__item__title">Student Competitions</span> </a> </li> <li class="nav__item nav__main__item postdoc-opportunities"> <a href="/programs/postdoc-opportunities" class="nav__main__link" data-drupal-link-system-path="node/62273"> <span class="nav__item__title">Postdoc Opportunities</span> </a> </li> <li class="nav__item nav__main__item global-virtual-teams"> <a href="/programs/global-virtual-teams" class="nav__main__link" data-drupal-link-system-path="node/76173"> <span class="nav__item__title">Global Virtual Teams</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--expanded members"> <a href="/members" class="nav__main__link" data-drupal-link-system-path="node/9"> <span class="nav__item__title">Members</span> </a> <ul class="menu nav__main--subnav level-2 level-1"> <li class="nav__item nav__main__item steering-committee"> <a href="/members/steering-committee" class="nav__main__link" data-drupal-link-system-path="node/62566"> <span class="nav__item__title">Steering Committee</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--expanded resources"> <a href="/global-network-resources" class="nav__main__link" data-drupal-link-system-path="node/35784"> <span class="nav__item__title">Resources</span> </a> <ul class="menu nav__main--subnav level-2 level-1"> <li class="nav__item nav__main__item networked-inquiry-and-surveys"> <a href="/resources/networked-inquiry-surveys" class="nav__main__link" data-drupal-link-system-path="node/35785"> <span class="nav__item__title">Networked Inquiry & Surveys</span> </a> </li> <li class="nav__item nav__main__item webinars"> <a href="/resources/webinars-global-network-connect" class="nav__main__link" data-drupal-link-system-path="node/62081"> <span class="nav__item__title">Webinars</span> </a> </li> <li class="nav__item nav__main__item case-studies"> <a href="/resources/global-network-case-studies" class="nav__main__link" data-drupal-link-system-path="node/221110"> <span class="nav__item__title">Case Studies</span> </a> </li> <li class="nav__item nav__main__item media-toolkit"> <a href="/resources/toolkit" class="nav__main__link" data-drupal-link-system-path="node/245"> <span class="nav__item__title">Media Toolkit</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item nav__item--expanded news-and-perspectives"> <a href="/global-network-news" class="nav__main__link" data-drupal-link-system-path="node/16"> <span class="nav__item__title">News & Perspectives</span> </a> <ul class="menu nav__main--subnav level-2 level-1"> <li class="nav__item nav__main__item global-network-perspectives"> <a href="/perspectives" class="nav__main__link" data-drupal-link-system-path="perspectives"> <span class="nav__item__title">Global Network Perspectives</span> </a> </li> </ul> </li> <li class="nav__item nav__main__item events"> <a href="/events" class="nav__main__link" data-drupal-link-system-path="node/44350"> <span class="nav__item__title">Events</span> </a> </li> </ul> </nav> </div> </div> </article> </div> </div> </div> </div> <footer class="page__footer container" role="contentinfo"> <div class="page__footer--logo"> <a href="/"><img alt="Global Network for Advanced Management logo" src="/themes/custom/ysm_global_network/assets/dist/images/gnam_revised-logo-white-1.svg"/></a> </div> <div class="region region-footer"> <div id="block-footer2ndcolumntext"> <p>Our mission is to drive innovation and create value by connecting leading global business schools, their resources, and their stakeholders. Launched in 2012, the Global Network includes 32 leading business schools from diverse regions, countries, cultures, and economies in different phases of development. Member schools connect their students, faculty, staff, alumni and other constituencies so that they can deepen their understanding of differences and commonalities in their economies and increase their effectiveness.</p> <p> </p> <p class="socialicons__footer"><a href = "https://www.facebook.com/Advancedmanagement/" target="_blank" class = "icon-facebook"></a><a href = "https://twitter.com/advancedmgmt" target="_blank" class = "icon-twitter"></a><a href = "http://www.linkedin.com/groups/Global-Network-Advanced-Management-4409572?gid=4409572&goback=%2Egmp_4409572&trk=NUS_UNIU-ngroup" target = "_blank" class = "icon-linkedin"></a><br> <a href = "http://www.youtube.com/advancedmgmt" target="_blank" class = "icon-youtube-play"></a><a href = "http://advancedmanagement.tumblr.com" target = "_blank" class = "icon-tumblr"><a href = "https://www.instagram.com/_globalnetwork_/" target = "_blank" class = "icon-instagram"></a> </p> </div> <nav role="navigation" aria-labelledby="block-convenience-menu" id="block-convenience"> <h2 id="block-convenience-menu">Convenience</h2> <ul class="menu level-0 nav__convenience"> <li class="nav__item nav__convenience__item for-students"> <a href="/programs" class="nav__convenience__link" data-drupal-link-system-path="node/35783"> <span class="nav__item__title">For Students</span> </a> </li> <li class="nav__item nav__convenience__item surveys"> <a href="/resources/networked-inquiry-surveys" class="nav__convenience__link" data-drupal-link-system-path="node/35785"> <span class="nav__item__title">Surveys</span> </a> </li> <li class="nav__item nav__convenience__item toolkit"> <a href="/resources/toolkit" class="nav__convenience__link" data-drupal-link-system-path="node/245"> <span class="nav__item__title">Toolkit</span> </a> </li> <li class="nav__item nav__convenience__item contact"> <a href="/contact" class="nav__convenience__link" data-drupal-link-system-path="node/15"> <span class="nav__item__title">Contact</span> </a> </li> <li class="nav__item nav__convenience__item privacy"> <a href="/privacy-policy" title="Privacy" class="nav__convenience__link" data-drupal-link-system-path="node/45032"> <span class="nav__item__title">Privacy</span> </a> </li> </ul> </nav> <div id="block-mailjetsignupblock" class="block block-ysm-mailjet block-mailjet-signup-block"> <h2>Sign up to receive emails from the Global Network for Advanced Management.</h2> <div data-sign-up-widget class="sign-up-widget" > <form data-form data-sign-up-widget-form class="form form--sign-up-widget" > <div class="form__element form__element--input-email" data-form-element> <label class="form__label form__label--email" for="edit-email">Email</label> <input type="email" id="edit-email" class="form__input form__input--email " placeholder="Enter your email" required aria-describedby="error-email-4"> <div id="error-email-4" class="sign-up-widget__error"></div> </div> <div class="form__actions"> <input type="submit" value="Sign up" class="form__input form__input--submit"> </div> </form> <div data-sign-up-widget-success class="sign-up-widget__success" aria-hidden="true"> <div class="sign-up-widget__title">Thanks for signing up!</div> </div> </div> </div> </div> <p class="copyright">漏 2024 Global Network for Advanced Management. All rights reserved.</p> </footer> </main> </div> <script type="application/json" data-drupal-selector="drupal-settings-json">{"path":{"baseUrl":"\/","scriptPath":null,"pathPrefix":"","currentPath":"node\/62543","currentPathIsAdmin":false,"isFront":false,"currentLanguage":"en"},"pluralDelimiter":"\u0003","suppressDeprecationErrors":true,"ajaxPageState":{"libraries":"better_exposed_filters\/general,classy\/node,search_api_autocomplete\/search_api_autocomplete,system\/base,ysm_global_network\/base","theme":"ysm_global_network","theme_token":null},"ajaxTrustedUrl":{"\/search":true},"search_api_autocomplete":{"search_api_page":{"auto_submit":true}},"user":{"uid":0,"permissionsHash":"a694f08f6a531356e43ba03c865736c0611ac4d40831753a2f689baf75b980ee"}}</script> <script src="/sites/default/files/js/optimized/js_dxIVcwvQ00owLGoUGPTfRYXU-T5rnj8Xi0cXfb3Kn58.OHjp3jymshPrjUAMWwWh-zBXtNk3Q0Ssqlz0VsqjkCE.js?v=3.6.3"></script> <script src="/sites/default/files/js/optimized/js_a0jm3VdmdpN11V3PY9tIdAn3QqbFdUo-fcBcThQZrr0.oy-SVG5MKWYIjGJC9z46rJNGBKRdScTX06jRRGWieaQ.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_z3zw0MjIjGT5ptAZFWs1L3eT3GQzwct8T8iaJ2rJ_B8.FdSMCHNlQfeP5RrImHzLMbbLsHIG4-iL2pbuIK91nQ4.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_HUpcuWgtltnvzZqlrvB1GpqoJIxfOxuQRdw1R0RH11E.NnGF_BdQap-j13BSR5TE4QLeidJrVsk588KjV_zTxSc.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_8Sbk5ENJXWdlUyQ6LKkwF1mA8vWSAML09cJDOSzU8mk.xYHakUUSCWfDvxgbB1SD0YT5KRT7NI10qurqrNlPeHY.js?v=1.5.1"></script> <script src="/sites/default/files/js/optimized/js_spuSOw4GUoe_v9G0xcXTAPWTxyL9gWXenTooQczUqDM.9AGZ8F_g7mQVXkJGY4vIeo1FJmfmx29vN8LcPbdkQI0.js?v=4.2.8"></script> <script src="/sites/default/files/js/optimized/js_w0iO3No0CsyHgJmryEbhwpkh5zx6m6dhvawBt4ufwyA.kBsgO5_ByA2tud3FhB-JY8lD7ksyfVAYLzI1mrXfxrA.js?v=1.0.1"></script> <script src="/sites/default/files/js/optimized/js_a5UiM5riCCx8GQk4IPly81KWzPcsHnVhzndmZfqUaTw.GM54Mdm6sV_IQbPcGd3eZcTScfOEaWHpdJZsqOFITH8.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_Hpe5jrMuKXrV4HSTMApXJsNBxraAgcHUrTjxkwWKqy8.1HeHzlgrY6h6YqWkoZ1SIDMV7PNHsjKsP0tO92j4PA8.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_V1oRQ-kJlXBZaEklOtPUe_1t8-l0RS94HJ3gsqxKikc.sc1mZ-yRUnWyDFLydGU7xw7huNmket8rlQ5DcLId8IU.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_KRjtvzl6UujB23-j_sF6dqOcbqg2z8ej98A8RU9bGsg.VXtlcIVl87V65jW_KUbYotoTJizjT9mtQFT5STfDodM.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_rJQeYB7caXNCdmgzJ4t5f6f6CrVuk9_CJlqK8yDBzqk.45BlIPDCZT4eiyTP7bbGROVkJgzZ5mqQ3Oe1wv1WXsk.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_pbrt6BW6zk2scxcVck6pKOhrsnS-4n6mdUeoPTfK2aM.unYd_5jvI5jWedccU1WRSV2YkDzuBNvfxoYWNGBGLpU.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_CbOM1f2ZQjSvD29Vzs3nHYsIjSyprydKvJ38uk-EKzQ.iXb1wz5nlLEd-kifnEm0sPjhe6gJ5VWvj6OUNwlkIHc.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_A7R00KDzeuDMEsk6DOs_s2ZrOjO5c23zgXuffR4Khqc.WHRnjNbhiRYYr4JaP6cc5xEnLnS5NiLq2YcGOXK9dU8.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_hW1rGb2Kgerv3Nv28qmm-BQ80tvi3gEzBPspD6pBvXc.8KgGxHB_vqGzsL8q7-ywJV9UWjjILP2HM2WWO1zDOJ8.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_kX_io-fynaVxr7hsmpnwBq9bFC5gzI4bJ8DgZmpTAPE.s7rZ-AwOaCqD_j4lTam32BEDcnZ6I42N8qWeXLsRDkA.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_1_Qr-HDXqlP8qV9oE0Levmwx3Sc1ldDn6Q9QvWEYY6E.KQ-HwNmRhB-XCu4lHqoDuH43vjZ_REQbXiWqvV7iMoA.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_4VhSX4lEyBg9lxgOnT6eUHtdfwq4GgGv6TSm_aWIhzc.ESem2iA23V6gPVh4WlyAx17_l4AJC32kpCSoSfG48P4.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_VycJ3FTVVaVyhSCcLXYEaSJoilQ8WxeImUFAjqgR5Y8.4ln1GglmEa5HYMkInnWKsGJEQLmfy97duCenWJd1W8Q.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_Ry7vynlNZLLNpd3_JR7HvKHRX_GH0raz-kB756oJv3g.saABcwfFfQu-SFWz3BCtLImMBkWc3W8R8AYCasZ1InM.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_osCIx8qqQgaunpgKzYC-jq1mXs9IpwKeKHrdaRLB_3U.4YJ49q3RfMwJMMxZ61yH9v3n8FIOJN-7fYs_47_RquM.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_yt_B6-UYT74y4dRKoGQ9gfLb0O0RDb4vG2LIGOYlHq8.VeNrMpOF8-dB7Vq3Ldo_9kaUIlcBsqL9qCMWLW14yNI.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_OYMUXIYk_UxVlsQSqo3_hSK3aC6qbx7cz9wNrtTse48.6t3lK-UDRtLNmmr_FDyJUG1h6Tkd0gaD_tMd8pz9ol0.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_QZ6R3WHZ2xvc16JcQ7QBGg7ZW5Q69JxQSKxhelKIbIE.lvjTOLAwNvlsFuBMTmZwAhPri--763uT-qpQSlp5XAM.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_ipwKzcS_PAqOhKMg2LI8BpCyo_g-Wweuyic3L1dcYN0.PUkcPSvBU3y0OVuoh19tFJDcsYbCWxAeIi7ZBgiAGKA.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_SpWiM_QFpYbnP3qrlmV1Aa2OGQVC1G0okd3jErKS1EI.imajPB5dcj-7NhRmW-hSO7YcGNtSnUtNR9elBKkUuxI.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_GnL6PN0DwetbgHQNUB_jTAoYX4_QtJIOAKk1xqUy61w.czpMSJXC-9Uenw3r9A_1IUEe2GuIljgVIxWwqFg5oWw.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_WmhavmnC0K35xZ9vLX51qtRqFT74puvZXIMWnNUYpbM.5-Xsyxl-gW_bw0fSicdtmDTNiEL6X2AUlNASRsvhp5k.js?v=5.3.3"></script> <script src="/sites/default/files/js/optimized/js_EuUICA2nMp4LszfxwpFQu79ABRuSW7c3LnqEbg-D50M.gwKoqzNnfwwkSjSZAv34zt0yCmZcDPmiwUbJRs7bEqo.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_qr-eprEmSJLrYOyUtgX2hBWSycM9B5HNr-Nfrev4qzQ.BUWjEr_WR5LxqaiZtu7u0QaUM6BndC2a2PJHoHPY-VQ.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_5abRZAI30siN10r6M3x-fGp19zr1i8MVwIn4F0TUnfg.p_FK641UfxL0YZz-6ZQIXY7CYugV_xf-uGRIpZsb4CI.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_wkGyEoELIaLqeNJyA5hhroPR4vKOKLIbuEPI_nwVBbM.z4uSHseZHFmryZ1fydQ1tCRHTISuircZlFnf48NS4io.js?v=4.x"></script> <script src="/sites/default/files/js/optimized/js_5lyEgtuYzFbknt789sXbvgY6WOEBhn68zCRaGR5wIJc.3ULK11GBfW_dDEzJ_J-R55XkSNSxasPDjtUdPnLVVLo.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_wtJSImQ8pFM6pg-FBGbMafc3QuyNiwpKfGZtNQjebpM.-Wn11tK7fjyyzTg0obnypC4ZKD5rTOdsca_lQBuJvDw.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_1woVuTYaOTc9db19BvtYERQ-r3zrWbaX8Iy9t_Z2qoM.aedqoevQK5vfvULjRpMZnxAb397KLfcs12BW-__7l_g.js?v=4.2.0"></script> <script src="/sites/default/files/js/optimized/js_qBhNqN32qT_fI9ckz7-wcRxCZaQy-k_oY4794w6QOwk.anHBakdwSrYMI_qfTALCbG5gYK56NcC4P38quYkDxCg.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_RpLV1j1SEgkAOBNxIxvzKXRlefOlhPa03lpGt46bJEg.xEKVqo1sk-IijanF4PYXXUoHWG3dujO99HcA155tPvE.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_tg-f19aKzkVeMWC-X-cyQ1NQjjxpIPkQyCogQFGZtYg.Zs_lwy6WQ_UEwy7V2XJvXjzt5XMN82YstZuoRZYnRTk.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_3V5UYvHeGVCTCI6-0G9MShZMkOTjpmWzauUa17REJYg.JHvXIXbdcSHmYb0ZLgUl3-B9emnwYFWPNSJGx01Fh7c.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_7SLROedAOygMVqhG50yRRbiZ1w7AmAy9Wx63Se_hrEo._6OW2msEdrkXyOFudlM5cr1aSZPyM6-EQXyrKsYShz8.js?v=9.5.11"></script> <script src="/sites/default/files/js/optimized/js_IajlascLCsQLu75VdqjJsIH2F-Xrzslx-7-36nRMNVw.OWKGZ7RZR3snt3Bu1QFuU8EzkBhUsXlT-SmF5mafbeY.js?sneaq5"></script> <script type="text/javascript">window.NREUM||(NREUM={});NREUM.info={"beacon":"bam.nr-data.net","licenseKey":"c152a33a12","applicationID":"170908330","transactionName":"NFVbNhNTXEpRWxJRWw0feAEVW11XH3wUTUQCXGUMDlZXZXNXCExGDFxVBxNufFZUXTBRURRzVgwVQF1VXF0UFQoVWVwV","queueTime":0,"applicationTime":293,"atts":"GBJYQFtJT0Q=","errorBeacon":"bam.nr-data.net","agent":""}</script></body> </html>