{"id":1147,"date":"2025-11-13T08:21:41","date_gmt":"2025-11-13T08:21:41","guid":{"rendered":"https:\/\/www.minconsult.com\/micoe\/?p=1147"},"modified":"2025-11-13T08:30:32","modified_gmt":"2025-11-13T08:30:32","slug":"machine-learning-introduction-and-applications","status":"publish","type":"post","link":"https:\/\/www.minconsult.com\/micoe\/machine-learning-introduction-and-applications\/","title":{"rendered":"Machine Learning : Introduction And Applications"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1147\" class=\"elementor elementor-1147\">\n\t\t\t\t<div class=\"elementor-element elementor-element-338070c e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"338070c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc67201 elementor-widget__width-initial jltma-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"dc67201\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">KNOWLEDGE &amp; INSIGHTS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9cd412 jltma-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"c9cd412\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Minconsult Power Talk Series<\/p>\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-277a57d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"277a57d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e68296d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"e68296d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c91a77 jltma-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"2c91a77\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"768\" src=\"https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-768x768.jpg\" class=\"elementor-animation-grow attachment-medium_large size-medium_large wp-image-1149\" alt=\"\" srcset=\"https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-768x768.jpg 768w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-300x300.jpg 300w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-1024x1024.jpg 1024w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-150x150.jpg 150w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-1536x1536.jpg 1536w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-100x100.jpg 100w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-200x200.jpg 200w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-400x400.jpg 400w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218-500x500.jpg 500w, https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/11\/1_6583ba3e92218.jpg 2000w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4d2bbd2 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"4d2bbd2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43dde5c jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"43dde5c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Title : <\/strong>Machine Learning : Introduction And Applications<strong><br \/><\/strong><\/p><p><strong>Presented by : <\/strong>Ir. Ab Azmar bin Embi<\/p><p><strong>Date :<\/strong> 13 December 2023<\/p><p>The presentation <strong data-start=\"81\" data-end=\"134\">\u201cMachine Learning: Introduction and Applications\u201d<\/strong> by \u00a0Ir. Ab Azmar Bin Embi, Minconsult\u2019s VP, Technology provides an overview of how machine learning enables computers to learn from data and make predictions. It explains that machine learning involves gathering accurate data, preparing it properly, selecting a suitable model, training the model, evaluating its performance, and tuning parameters to improve accuracy. Examples such as classifying drinks, identifying flower species, and detecting faults illustrate how models learn patterns from data. The presentation also introduces neural networks and genetic algorithms, showing how they mimic human learning and evolve over time through simulations like Flappy Bird and self-driving car projects. In engineering, machine learning can be applied to estimate concrete strength and design optimal concrete mixes based on input materials and desired performance. Overall, the session highlights that with the right data and model, machine learning can be applied across many fields to automate analysis, reduce human error, and support better decision-making.<\/p>\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<div class=\"elementor-element elementor-element-e3a6c5a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"e3a6c5a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68e9254 jltma-glass-effect-no elementor-widget elementor-widget-embedpress_pdf\" data-id=\"68e9254\" data-element_type=\"widget\" data-widget_type=\"embedpress_pdf.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t    <div class=\"embedpress-document-embed ep-doc-1ddff62209ee94dadc5ba5b882589716 ose-document emebedpress-unit-percent \" data-thememode=\"default\" 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href=\"https:\/\/www.minconsult.com\/micoe\/nation-and-corporations-challenging-convention-to-deliver-esg-ambition\/\" class=\"elementskit-entry-thumb\">\n                                    <img decoding=\"async\" src=\"https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/10\/ddg-power-talk-7_66b9b79c3004a.jpg\" alt=\"Nation and Corporations: Challenging Convention to Deliver ESG Ambition\">\n                                <\/a><!-- .elementskit-entry-thumb END -->\n                                                            \n                                                            <div class=\"elementskit-meta-categories\">\n                                    <span class=\"elementskit-meta-wraper\">\n                                        <span><a href=\"https:\/\/www.minconsult.com\/micoe\/category\/minconsult-maestro-lecture-series\/\" rel=\"category tag\">Minconsult Maestro Lecture Series<\/a><\/span>\n                                    <\/span>\n                                <\/div>\n                            \n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div><!-- .elementskit-entry-header END -->\n\n\t\t\t\t\t\t<div class=\"elementskit-post-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"entry-title\">\n\t\t\t\t\t<a href=\"https:\/\/www.minconsult.com\/micoe\/nation-and-corporations-challenging-convention-to-deliver-esg-ambition\/\">\n\t\t\t\t\t\tNation and Corporations: Challenging Convention&hellip;\t\t\t\t\t<\/a>\n\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"post-meta-list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                                            <div class=\"btn-wraper\">\n                                                                            <a class=\"elementskit-btn whitespace--normal\" id=\"\" href=\"https:\/\/www.minconsult.com\/micoe\/nation-and-corporations-challenging-convention-to-deliver-esg-ambition\/\">\n                                            Read More                                                                                     <\/a>\n                                    \n                                                                    <\/div>\n                                                    <\/div><!-- .elementskit-post-body END -->\n                    <\/div>\n                \n            <\/div>\n                    <div class=\"col-lg-4 col-md-6\">\n\n                                    <div class=\"elementskit-post-image-card\">\n                        <div class=\"elementskit-entry-header\">\n                                                            <a href=\"https:\/\/www.minconsult.com\/micoe\/circular-economy-scheduled-waste-management-for-environmental-sustainability\/\" class=\"elementskit-entry-thumb\">\n                                    <img decoding=\"async\" src=\"https:\/\/www.minconsult.com\/micoe\/wp-content\/uploads\/2025\/10\/power-talk-external-poster-instagram-post.png\" alt=\"Circular Economy: Scheduled Waste Management for Environmental Sustainability\">\n                                <\/a><!-- .elementskit-entry-thumb END -->\n                                                            \n                                                            <div class=\"elementskit-meta-categories\">\n                                    <span class=\"elementskit-meta-wraper\">\n                                        <span><a href=\"https:\/\/www.minconsult.com\/micoe\/category\/minconsult-maestro-lecture-series\/\" rel=\"category tag\">Minconsult Maestro Lecture Series<\/a><\/span>\n                                    <\/span>\n                                <\/div>\n                            \n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div><!-- .elementskit-entry-header END -->\n\n\t\t\t\t\t\t<div class=\"elementskit-post-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"entry-title\">\n\t\t\t\t\t<a href=\"https:\/\/www.minconsult.com\/micoe\/circular-economy-scheduled-waste-management-for-environmental-sustainability\/\">\n\t\t\t\t\t\tCircular Economy: Scheduled Waste Management&hellip;\t\t\t\t\t<\/a>\n\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"post-meta-list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                                            <div class=\"btn-wraper\">\n                                                                            <a class=\"elementskit-btn whitespace--normal\" id=\"\" href=\"https:\/\/www.minconsult.com\/micoe\/circular-economy-scheduled-waste-management-for-environmental-sustainability\/\">\n                                            Read More                                                                                     <\/a>\n                                    \n                                                                    <\/div>\n                                                    <\/div><!-- .elementskit-post-body END -->\n                    <\/div>\n                \n            <\/div>\n                <\/div>\n       <\/div>\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>The presentation \u201cMachine Learning: Introduction and Applications\u201d by Minconsult Sdn Bhd introduces how computers learn from data to make predictions. It explains key steps such as data collection, preparation, model selection, training, and evaluation. Examples include classifying drinks, flowers, and detecting engine faults. It also highlights neural networks, genetic algorithms, and engineering uses like predicting concrete strength. Overall, it shows how machine learning improves accuracy, automation, and decision-making across various fields.<\/p>\n","protected":false},"author":2,"featured_media":1149,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-1147","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-minconsult-power-talk-series"],"_links":{"self":[{"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/posts\/1147","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/comments?post=1147"}],"version-history":[{"count":4,"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/posts\/1147\/revisions"}],"predecessor-version":[{"id":1153,"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/posts\/1147\/revisions\/1153"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/media\/1149"}],"wp:attachment":[{"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/media?parent=1147"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/categories?post=1147"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.minconsult.com\/micoe\/wp-json\/wp\/v2\/tags?post=1147"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}