{"id":1976,"date":"2022-12-01T13:00:02","date_gmt":"2022-12-01T13:00:02","guid":{"rendered":"https:\/\/gtec.asia\/?p=1976"},"modified":"2025-10-14T10:23:25","modified_gmt":"2025-10-14T10:23:25","slug":"data-analytics-and-machine-learning-in-production-in-suzhou","status":"publish","type":"post","link":"https:\/\/gtec.asia\/de\/data-analytics-and-machine-learning-in-production-in-suzhou\/","title":{"rendered":"Data Analytics and Machine Learning in Production in Suzhou<br\/>\u82cf\u5dde\u5e02 \u751f\u4ea7\u9886\u57df\u4e2d\u7684\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60"},"content":{"rendered":"<div class=\"wp-block-getwid-icon-box has-text-center\"><div class=\"wp-block-getwid-icon-box__icon-container is-position-top\"><div class=\"wp-block-getwid-icon-box__icon-wrapper\" style=\"font-size:56px;padding:0px\"><i class=\"lnr lnr-calendar-full\"><\/i><\/div><\/div><div class=\"wp-block-getwid-icon-box__content\">\n<p><\/p>\n\n\n\n<p>min. 6 participants of each of this special course. We suggest one company to apply for one training.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-getwid-section alignwide alignwide has-inner-blocks-gap-none\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-align-items-flex-start\" style=\"min-height:20vh\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-getwid-tabs has-layout-horizontal-center\" data-active-tab=\"0\"><ul class=\"wp-block-getwid-tabs__nav-links\"><\/ul>\n<div class=\"wp-block-getwid-tabs__nav-link\"><h4 class=\"wp-block-getwid-tabs__title-wrapper\"><a href=\"#\"><span class=\"wp-block-getwid-tabs__title\">Data Analytics and Machine Learning<\/span><\/a><\/h4><\/div><div class=\"wp-block-getwid-tabs__tab-content-wrapper\"><div class=\"wp-block-getwid-tabs__tab-content\">\n<p><strong>Target Group<\/strong><\/p>\n\n\n\n<p>This training was developed for engineers who want to develop their data understanding and drive digitalization.<\/p>\n\n\n\n<p><strong>Objectives and Content<\/strong><\/p>\n\n\n\n<p>The ubiquitous use of sensors and connected devices leads to a tremendous increase in collected data. Data analytics in production is the use of big data analytics and machine learning methods to ensure quality, to increase performance, and to reduce cost. This training combines theoretical knowledge and hands-on practices to show the potential of data analytics in production. Participating in this training helps you to understand and drive integration of appropriate methods on your way to a smart factory.<\/p>\n\n\n\n<p><strong>Why this training is very important for your career and for your company?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Learn how to increase productivity by choosing the right tasks for lean production<\/li>\n\n\n\n<li>learn how to increase the profit and growth on your shop floor using lean methods and tools<\/li>\n\n\n\n<li>Get an overview of benefits from Data Analytics and Machine Learning in Production<\/li>\n<\/ul>\n\n\n\n<p><strong>Outline<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Introduction of Data Analytics &amp; Machine Learning<\/strong>\n<ul class=\"wp-block-list\">\n<li>General Introduction<\/li>\n\n\n\n<li>Standard CRISP-DM process model CRISP-DM<\/li>\n\n\n\n<li>Examples for analysis &amp; implementation<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Machine Learning Algorithms<\/strong>\n<ul class=\"wp-block-list\">\n<li>Supervised learning (e.g., Artificial Neural Networks)<\/li>\n\n\n\n<li>Unsupervised learning (e.g., Support Vector Machines)<\/li>\n\n\n\n<li>Reinforcement learning (e.g., Q-Learning)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Data analysis platform &amp; tools<\/strong>\n<ul class=\"wp-block-list\">\n<li>Knime<\/li>\n\n\n\n<li>Python<\/li>\n\n\n\n<li>TensorFlow and Keras<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Introduction of Industry implementation examples<\/strong><\/li>\n\n\n\n<li><strong>Guided practice on chosen use cases<\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" src=\"https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-1024x771.jpg\" alt=\"\" class=\"wp-image-1488\" style=\"width:938px;height:706px\" srcset=\"https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-1024x771.jpg 1024w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-300x226.jpg 300w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-768x578.jpg 768w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-16x12.jpg 16w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-938x706.jpg 938w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-1130x850.jpg 1130w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation.jpg 1378w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Data Analytics and Machine Learning in Production in Suzhou<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-getwid-tabs__nav-link\"><h4 class=\"wp-block-getwid-tabs__title-wrapper\"><a href=\"#\"><span class=\"wp-block-getwid-tabs__title\">\u82cf\u5dde\u5e02 \u751f\u4ea7\u9886\u57df\u4e2d\u7684\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60<\/span><\/a><\/h4><\/div><div class=\"wp-block-getwid-tabs__tab-content-wrapper\"><div class=\"wp-block-getwid-tabs__tab-content\">\n<p><strong>\u53c2\u52a0\u5bf9\u8c61<\/strong><\/p>\n\n\n\n<p> \u672c\u6b21\u57f9\u8bad\u4e3a\u60f3\u8981\u62d3\u5c55\u5bf9\u6570\u636e\u7684\u7406\u89e3\u5e76\u63a8\u52a8\u6570\u5b57\u5316\u53d1\u5c55\u7684\u5de5\u7a0b\u5e08\u5f00\u53d1\u3002<\/p>\n\n\n\n<p><strong>\u76ee\u6807\u4e0e\u5185\u5bb9<\/strong><\/p>\n\n\n\n<p>\u4f20\u611f\u5668\u548c\u8fde\u63a5\u8bbe\u5907\u7684\u666e\u904d\u4f7f\u7528\u5bfc\u81f4\u6536\u96c6\u7684\u6570\u636e\u91cf\u5927\u5e45\u589e\u52a0\u3002\u751f\u4ea7\u4e2d\u7684\u6570\u636e\u5206\u6790\u4f7f\u7528\u5927\u6570\u636e\u5206\u6790\u4e0e\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6765\u786e\u4fdd\u8d28\u91cf\u3001\u63d0\u9ad8\u6027\u80fd\u5e76\u964d\u4f4e\u6210\u672c\u3002\u672c\u6b21\u57f9\u8bad\u7ed3\u5408\u4e86\u7406\u8bba\u77e5\u8bc6\u548c\u52a8\u624b\u5b9e\u8df5,\u5c55\u793a\u6570\u636e\u5206\u6790\u5728\u751f\u4ea7\u4e2d\u7684\u6f5c\u529b\u3002\u53c2\u52a0\u6b64\u57f9\u8bad\u53ef\u5e2e\u52a9\u60a8\u5728\u901a\u5f80\u667a\u80fd\u5de5\u5382\u7684\u9053\u8def\u4e0a\u7406\u89e3\u5e76\u6574\u5408\u9002\u5f53\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p><strong>\u5927\u7eb2<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em><strong>\u6570\u636e\u5206\u6790 \/ \u673a\u5668\u5b66\u4e60\u4ecb\u7ecd<\/strong><\/em>\n<ul class=\"wp-block-list\">\n<li>\u57fa\u672c\u6982\u5ff5\u4ecb\u7ecd<\/li>\n\n\n\n<li> \u6570\u636e\u6316\u6398\u6807\u51c6\u6d41\u7a0b<\/li>\n\n\n\n<li>\u6848\u4f8b\u5206\u6790\u548c\u6f14\u7ec3<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em><strong>\u673a\u5668\u5b66\u4e60\u7b97<\/strong><\/em>\n<ul class=\"wp-block-list\">\n<li>\u76d1\u7763\u5b66\u4e60(\u4f8b\u5982\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc)<\/li>\n\n\n\n<li>\u65e0\u76d1\u7763\u5b66\u4e60(\u4f8b\u5982\u652f\u6301\u5411\u91cf\u673a)<\/li>\n\n\n\n<li>\u5f3a\u5316\u5b66\u4e60(\u4f8b\u5982 Q-\u5b66\u4e60)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em><strong>\u6570\u636e\u5206\u6790\u5e73\u53f0&amp;\u5de5\u5177\u5e94\u7528<\/strong><\/em>\n<ul class=\"wp-block-list\">\n<li>\u6848\u4f8b<\/li>\n\n\n\n<li>\u6848\u4f8b<\/li>\n\n\n\n<li>\u6848\u4f8b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5de5\u4e1a\u5e94\u7528\u6848\u4f8b\u4ecb\u7ecd<\/strong><\/li>\n\n\n\n<li><strong>\u9488\u5bf9\u6240\u9009\u6848\u4f8b\u7684\u6307\u5bfc\u6027\u5b9e\u8df5<\/strong><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" src=\"https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-1024x771.jpg\" alt=\"\" class=\"wp-image-1488\" style=\"width:938px;height:706px\" srcset=\"https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-1024x771.jpg 1024w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-300x226.jpg 300w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-768x578.jpg 768w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-16x12.jpg 16w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-938x706.jpg 938w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation-1130x850.jpg 1130w, https:\/\/gtec.asia\/wp-content\/uploads\/2022\/08\/automation.jpg 1378w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u751f\u4ea7\u9886\u57df\u4e2d\u7684\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>If interested in, please send an email or call us for asking details and for quick enrollment process.<\/p>\n\n\n\n<div class=\"wp-block-getwid-button-group\"><div class=\"wp-block-getwid-button-group__wrapper\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:karlheinz.zuerl@gtec.asia?subject=Please%20send%20training%20info&amp;body=Hello,%20Please%20send%20me%20training%20info\">Send an Email<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"tel:0086-13482438080\">Call us<\/a><\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":1488,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"categories":[36],"tags":[],"class_list":["post-1976","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-training-course"],"_links":{"self":[{"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/posts\/1976","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/comments?post=1976"}],"version-history":[{"count":11,"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/posts\/1976\/revisions"}],"predecessor-version":[{"id":4067,"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/posts\/1976\/revisions\/4067"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/media\/1488"}],"wp:attachment":[{"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/media?parent=1976"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/categories?post=1976"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gtec.asia\/de\/wp-json\/wp\/v2\/tags?post=1976"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}