{"id":3390,"date":"2020-07-03T08:46:18","date_gmt":"2020-07-03T06:46:18","guid":{"rendered":"https:\/\/www.bnb-qualitaet.de\/data-mining-smart-start-workshop\/"},"modified":"2026-08-20T16:09:53","modified_gmt":"2026-08-20T14:09:53","slug":"data-mining-smart-start-workshop","status":"publish","type":"page","link":"https:\/\/www.bnb-qualitaet.de\/en\/data-mining-smart-start-workshop\/","title":{"rendered":"Data Mining Smart Start Workshop"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3390\" class=\"elementor elementor-3390 elementor-930\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c501be e-flex e-con-boxed e-con e-parent\" data-id=\"6c501be\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd08938 elementor-widget elementor-widget-spacer\" data-id=\"dd08938\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-381cd6d3 e-flex e-con-boxed e-con e-parent\" data-id=\"381cd6d3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2394595f elementor-widget elementor-widget-text-editor\" data-id=\"2394595f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\n<h3 class=\"wp-block-heading\"><strong>Data Mining and Machine Learning in a Production Environment<\/strong><\/h3>\n\n<p><strong><u>Objective\/Benefits<\/u><\/strong>: Important decisions should always be fact-based and thus data-driven. Especially in today&#8217;s world, with the ever-pr <\/p>\n<p>esent topics surrounding digitalization, Industry 4.0, Big Data, and IoT, the use of data is not only becoming increasingly important but is also becoming indispensable for a company&#8217;s success.<\/p>\n<figure class=\"wp-block-image alignright size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"848\" height=\"565\" class=\"wp-image-934 alignnone\" style=\"width: 301px; height: 200px;\" src=\"https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/A81035810_photo_jpg_s_clipdealer.de_.jpg\" alt=\"\" srcset=\"https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/A81035810_photo_jpg_s_clipdealer.de_.jpg 848w, https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/A81035810_photo_jpg_s_clipdealer.de_-300x200.jpg 300w, https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/A81035810_photo_jpg_s_clipdealer.de_-768x512.jpg 768w\" sizes=\"(max-width: 848px) 100vw, 848px\" \/><\/figure>\n\n<p><strong>But where and how do you start? <\/strong>What opportunities arise from technological developments in computing power and algorithms? Which data, platforms, and software fit your own goals? What about the Return on Investment (ROI)?  <\/p>\n\n<p>Especially at the beginning, many questions arise that can only be focused on and answered with an enormous amount of time and expertise. We would like to support you in this! <\/p>\n\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\"> <\/div>\n\n<h3 class=\"wp-block-heading\"><strong>Contents of the Smart Start Workshop<\/strong><\/h3>\n\n<ul class=\"wp-block-list\">\n<li>Understanding and being able to apply terms, possibilities, and correlations (in my opinion) of Big Data, Industry 4.0, IoT, Predictive Analytics, Machine Learning (ML), Neural Networks, Fuzzy Logic, and Artificial Intelligence (AI)<\/li>\n\n<li>Motivation for complex data analysis and predictive analytics<\/li>\n\n<li>Multivariate approaches to reducing data complexity<\/li>\n\n<li>Typical data mining approaches, methods, and analysis strategies<\/li>\n\n<li>Data quality \u2013 structures and verification of their representativeness<\/li>\n\n<li>Data access \u2013 context-oriented data storage, purposefully prepared for analysis<\/li>\n\n<li>Best-practice approaches from the initial question to the solution (also within the &#8220;Digitalization&#8221; project team)<\/li>\n\n<li>Real-world questions \u2013 technical data translation of the question \u2013 answering questions with data mining \u2013 real-world solutions and data-driven decisions<\/li>\n\n<li>Presentation and comparison of selected data mining software packages<\/li>\n\n<li>Tips and exchange of experience throughout the entire workshop<\/li>\n\n<li>Exchange of experience and open discourse<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\"><strong>Workshop Motivation<\/strong>:<\/h3>\n\n<p>Classical statistical methods can help identify business-relevant information in existing data to make appropriate decisions on this basis. However, simple statistical methods are often no longer suitable given the increasing complexity of data.  <br>With more than ten influencing factors (predictors), linear models can only be used to a limited extent; significances are no longer recognized. However, they are completely overwhelmed at the latest when data from the Industry 4.0 context, often with over 100 predictors, needs to be evaluated. At the same time, only a few of this large number of variables are actually significant and &#8220;technically&#8221; relevant for explaining correlations. So, how can these be identified quickly and reliably?    <br>Methods of multivariate analysis and data mining offer a solution that can meet these complex requirements. It is important that the results and insights from data mining can subsequently be transferred to and verified within a stringent propositional logic of classical statistics, such as in the Six Sigma methodology. <\/p>\n\n<div class=\"wp-block-spacer\" style=\"height: 31px;\" aria-hidden=\"true\"> <\/div>\n\n<h3 class=\"wp-block-heading\"><strong>This results in the following objective for this workshop:<\/strong><\/h3>\n\n<figure class=\"wp-block-image alignleft size-large is-resized\"><img decoding=\"async\" width=\"368\" height=\"450\" class=\"wp-image-937\" style=\"width: 167px; height: 204px;\" src=\"https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/clipdealer-A8000485-photo_jpg_xs.jpg\" alt=\"\" srcset=\"https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/clipdealer-A8000485-photo_jpg_xs.jpg 368w, https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/clipdealer-A8000485-photo_jpg_xs-245x300.jpg 245w\" sizes=\"(max-width: 368px) 100vw, 368px\" \/><\/figure>\n\n<p>Participants will understand the possibilities and differences between classical statistical methods versus data mining algorithms and methods, and how they complement each other. They will be familiar with several structured approaches to complex data situations and data analysis and can immediately begin focusing on their own company&#8217;s specific questions. <\/p>\n\n<p>This offer is specifically aimed at individuals and companies who want a quick and practice-oriented introduction to topics surrounding digitalization and data mining. During the two-day workshop, methodological and structural approaches will be presented, discussed, and applied. In addition, several complex datasets will be analyzed together using data mining (e.g., with neural networks and machine learning), and predictive models will be created.  <\/p>\n\n<div class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\"> <\/div>\n\n<h4 class=\"wp-block-heading\"><strong>In this way, the team experiences the various facets of the entire process from data acquisition to data utilization \u2013 starting from collection, storage, and preparation, through statistical methods and analysis, to the planning and recommendation of concrete measures.<\/strong><\/h4>\n\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\"> <\/div>\n\n<figure class=\"wp-block-image alignleft size-large is-resized\"><img decoding=\"async\" width=\"450\" height=\"438\" class=\"wp-image-944\" style=\"width: 252px; height: 246px;\" src=\"https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/A12888363_photo_jpg_xs_clipdealer.de_.jpg\" alt=\"\" srcset=\"https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/A12888363_photo_jpg_xs_clipdealer.de_.jpg 450w, https:\/\/www.bnb-qualitaet.de\/wp-content\/uploads\/2020\/07\/A12888363_photo_jpg_xs_clipdealer.de_-300x292.jpg 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><\/figure>\n\n<p><strong><u>Target Audience<\/u><\/strong>: Employees of a company with regular tasks in the digitalization process and\/or data analysis<\/p>\n\n<p><strong><u>Workshop Duration<\/u><\/strong>: 2 days<\/p>\n\n<p><strong><u>Certification<\/u><\/strong>: Certificate of participation<\/p>\n\n<p><strong><u>Number of Participants<\/u><\/strong>: Minimum 7 people, maximum 12 people (in-person meetings) and 20 (online meetings)<\/p>\n\n<p><strong><u>Course Language<\/u><\/strong>: German<\/p>\n\n<p><strong><u>Speaker Team<\/u><\/strong>: Prof. Dr. Andreas Th\u00fcmmel, QuaRisMa GmbH,<br\/>Bj\u00f6rn Noreik, BNB-Qualit\u00e4tsstatistik and Training<\/p>\n\n<p><strong><u>Costs<\/u><\/strong>: Course fee: \u20ac980 net per person for both days (Please note the minimum number of participants.)<\/p>\n\n<div class=\"wp-block-spacer\" style=\"height: 40px;\" aria-hidden=\"true\"> <\/div>\n\n<h3 class=\"wp-block-heading\"><strong>Dates<\/strong>:<\/h3>\n\n<p>Individual for you and your team. Please contact us <\/p>\n\n<p><strong><u>Note<\/u><\/strong>: The focus is on the end-to-end process from data collection, through various statistical approaches to finding solutions, to the recommendation and validation of measures. The insights from the workshop can be implemented with various tools. Installation of the statistical software KNIME\u00ae and Minitab\u00ae is recommended for the workshop.  <\/p>\n\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\"> <\/div>\n\n<h3 class=\"wp-block-heading\">Are you interested in this workshop? Do you have questions about this offer or a booking inquiry? We look forward to your message!  <\/h3>\n\n<h4 class=\"wp-block-heading\">Email: <a href=\"mailto:info@bnb-qualitaet.de\">info@bnb-qualitaet.de<\/a><\/h4>\n\n<p> <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data Mining and Machine Learning in a Production Environment Objective\/Benefits: Important decisions should always be fact-based and thus data-driven. Especially in today&#8217;s world, with the ever-pr esent topics surrounding digitalization, Industry 4.0, Big Data, and IoT, the use of data is not only becoming increasingly important but is also becoming indispensable for a company&#8217;s success. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-3390","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/pages\/3390","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/comments?post=3390"}],"version-history":[{"count":3,"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/pages\/3390\/revisions"}],"predecessor-version":[{"id":3394,"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/pages\/3390\/revisions\/3394"}],"wp:attachment":[{"href":"https:\/\/www.bnb-qualitaet.de\/en\/wp-json\/wp\/v2\/media?parent=3390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}