{"id":15549,"date":"2025-07-01T20:17:37","date_gmt":"2025-07-01T17:17:37","guid":{"rendered":"https:\/\/mada.edu.sa\/?post_type=course&#038;p=15549"},"modified":"2026-04-26T15:51:56","modified_gmt":"2026-04-26T12:51:56","slug":"artificial-intelligence","status":"publish","type":"course","link":"https:\/\/mada.edu.sa\/en\/course\/artificial-intelligence\/","title":{"rendered":"Data Analysis in Engineering Systems Using Artificial Intelligence (AI)"},"content":{"rendered":"<h2>Course Overview<\/h2>\n<p>The <strong>Data Analysis in Engineering Systems Using Artificial Intelligence (AI)<\/strong> course is a premium training program designed to qualify engineers and professionals in the fields of technology and data. It addresses the growing market demand for AI tools to enhance the efficiency of engineering systems. The course focuses on extracting and analyzing <strong>Big Data<\/strong> and transforming it into accurate, effective engineering decisions using modern AI algorithms.<\/p>\n<h2>Course Objectives<\/h2>\n<ul>\n<li>Understand the concepts of data analysis and its role in optimizing engineering performance.<\/li>\n<li>Learn how to use AI tools to analyze engineering system data with high precision.<\/li>\n<li>Master data processing techniques and pattern extraction to support decision-making.<\/li>\n<li>Design analytical models using AI techniques to simulate various engineering scenarios.<\/li>\n<li>Apply best practices in data utilization to improve the operational efficiency of engineering projects.<\/li>\n<li>Identify technical challenges and appropriate solutions when analyzing data in engineering environments.<\/li>\n<li>Bridge the gap between theory and practice through real-world case studies that reflect market requirements.<\/li>\n<\/ul>\n<hr \/>\n<h2>Course Outline<\/h2>\n<h3>Day 1: Introduction to Data Analysis and AI in Engineering<\/h3>\n<ul>\n<li>Core concepts of data analysis in engineering systems using AI.<\/li>\n<li>The strategic importance of data in enhancing engineering performance.<\/li>\n<li>An overview of AI tools commonly used in data analysis.<\/li>\n<li>A comparative study: Traditional methods vs. AI-driven approaches in engineering data analysis.<\/li>\n<\/ul>\n<h3>Day 2: Engineering Data Collection and Processing<\/h3>\n<ul>\n<li>Data sources in engineering systems: Sensors, monitoring systems, and IoT devices.<\/li>\n<li>Critical steps for data cleaning and preparation before analysis.<\/li>\n<li>Utilizing specialized software for managing engineering datasets.<\/li>\n<li>Addressing data quality challenges and implementing solutions.<\/li>\n<\/ul>\n<h3>Day 3: Machine Learning in Engineering Data Analysis<\/h3>\n<ul>\n<li>Fundamental concepts of <strong>Machine Learning (ML)<\/strong>.<\/li>\n<li>Applications of ML in analyzing the performance of complex engineering systems.<\/li>\n<li>Classification of predictive and descriptive models in engineering environments.<\/li>\n<li>Practical use of algorithms: <strong>Regression, Classification, and Clustering<\/strong>.<\/li>\n<\/ul>\n<h3>Day 4: AI and Big Data Analytics in Engineering<\/h3>\n<ul>\n<li>The concept of Big Data within the engineering industrial sector.<\/li>\n<li>Advanced tools and techniques for analyzing Big Data using AI.<\/li>\n<li>Step-by-step guide to building an AI-based analytical model.<\/li>\n<li><strong>Case Study:<\/strong> Analyzing data from a live engineering project using AI tools.<\/li>\n<\/ul>\n<h3>Day 5: Optimizing Engineering Decisions Using AI<\/h3>\n<ul>\n<li>The role of AI in driving high-precision engineering decision-making.<\/li>\n<li>Performance evaluation and validation after implementing AI models.<\/li>\n<li>Strategies for updating and evolving analytical models over time.<\/li>\n<li>The future outlook of AI in data analysis across engineering industries.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Course Overview The Data Analysis in Engineering Systems Using Artificial Intelligence (AI) course is a premium training program designed to qualify engineers and professionals in the fields of technology and data. It addresses the growing market demand for AI tools to enhance the efficiency of engineering systems. The course focuses on extracting and analyzing Big &#8230; <a title=\"Data Analysis in Engineering Systems Using Artificial Intelligence (AI)\" class=\"read-more\" href=\"https:\/\/mada.edu.sa\/en\/course\/artificial-intelligence\/\" aria-label=\"Read more about Data Analysis in Engineering Systems Using Artificial Intelligence (AI)\">\u0625\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f<\/a><\/p>\n","protected":false},"author":146,"featured_media":16719,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"course_category":[141],"class_list":["post-15549","course","type-course","status-publish","has-post-thumbnail","hentry","course_category-mechanical-engineering","no-featured-image-padding"],"acf":[],"_links":{"self":[{"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/course\/15549","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/types\/course"}],"author":[{"embeddable":true,"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/users\/146"}],"replies":[{"embeddable":true,"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/comments?post=15549"}],"version-history":[{"count":2,"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/course\/15549\/revisions"}],"predecessor-version":[{"id":15554,"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/course\/15549\/revisions\/15554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/media\/16719"}],"wp:attachment":[{"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/media?parent=15549"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/mada.edu.sa\/en\/wp-json\/wp\/v2\/course_category?post=15549"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}