1.0E Tech Grouphttps://etechgroup.comrich600338<blockquote class="wp-embedded-content" data-secret="rzsnRjQFJl"><a href="https://etechgroup.com/blog/general/understanding-machine-learning-and-its-upcoming-place-in-manufacturing/">Understanding Machine Learning and its Upcoming Place in Manufacturing</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://etechgroup.com/blog/general/understanding-machine-learning-and-its-upcoming-place-in-manufacturing/embed/#?secret=rzsnRjQFJl" width="600" height="338" title="“Understanding Machine Learning and its Upcoming Place in Manufacturing” — E Tech Group" data-secret="rzsnRjQFJl" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script> /*! This file is auto-generated */ !function(d,l){"use strict";l.querySelector&&d.addEventListener&&"undefined"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!/[^a-zA-Z0-9]/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret="'+t.secret+'"]'),o=l.querySelectorAll('blockquote[data-secret="'+t.secret+'"]'),c=new RegExp("^https?:$","i"),i=0;i<o.length;i++)o[i].style.display="none";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute("style"),"height"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):"link"===t.message&&(r=new URL(s.getAttribute("src")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener("message",d.wp.receiveEmbedMessage,!1),l.addEventListener("DOMContentLoaded",function(){for(var e,t,s=l.querySelectorAll("iframe.wp-embedded-content"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute("data-secret"))||(t=Math.random().toString(36).substring(2,12),e.src+="#?secret="+t,e.setAttribute("data-secret",t)),e.contentWindow.postMessage({message:"ready",secret:t},"*")},!1)))}(window,document); </script> https://etechgroup.com/wp-content/uploads/2024/05/Untitled-design-58.png19201080As computational processing power has improved, machine learning (ML) has exploded in potential use cases that stand to improve a multitude of different processes. ML’s particular area of strength is its ability to detect and model complex relationships amongst large numbers of variables described in vast datasets. As the process of digitalization within industrial manufacturing continues to mature, manufacturers will have increasing opportunities to deploy ML techniques for a variety of applications that ultimately improve quality, efficiency, and throughput. This article introduces the concept of ML, explores some use cases within manufacturing, and then discusses the foundational upgrades needed to take advantage of it.