{"id":164,"date":"2025-10-27T23:18:36","date_gmt":"2025-10-27T23:18:36","guid":{"rendered":"https:\/\/ngahtech.com\/courses\/?p=164"},"modified":"2025-10-25T23:21:38","modified_gmt":"2025-10-25T23:21:38","slug":"data-science-machine-learning-essentials","status":"publish","type":"post","link":"https:\/\/ngahtech.com\/courses\/data-science-machine-learning-essentials\/","title":{"rendered":"Data Science &amp; Machine Learning Essentials"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><strong>Data Science & Machine Learning Essentials<\/strong><\/h3>\n\n\n\n<p>Unlock the power of data with <strong>NgahTech\u2019s Data Science & Machine Learning Essentials<\/strong> course \u2014 a practical, beginner-friendly program designed to prepare students for the fast-growing world of artificial intelligence and analytics.<\/p>\n\n\n\n<p>In today\u2019s digital era, data drives every decision. From predicting customer behavior to automating processes, the ability to understand and analyze data is one of the most valuable skills you can have. This course introduces you to the <strong>core concepts of data science<\/strong>, <strong>machine learning<\/strong>, and <strong>AI<\/strong>, using real-world tools and techniques used by professionals across industries.<\/p>\n\n\n\n<p>\ud83d\udca1 <strong>What You\u2019ll Learn<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fundamentals of <strong>data science and analytics<\/strong><\/li>\n\n\n\n<li>Understanding <strong>data collection, cleaning, and visualization<\/strong><\/li>\n\n\n\n<li>Introduction to <strong>Python for data analysis<\/strong><\/li>\n\n\n\n<li>Core <strong>machine learning algorithms<\/strong> (regression, classification, clustering)<\/li>\n\n\n\n<li>Using tools like <strong>Pandas, NumPy, Matplotlib, and Scikit-learn<\/strong><\/li>\n\n\n\n<li>Hands-on projects to build predictive models and interpret results<\/li>\n\n\n\n<li>Basics of <strong>AI ethics<\/strong> and responsible data use<\/li>\n<\/ul>\n\n\n\n<p>\ud83c\udfaf <strong>Who Should Enroll<\/strong><br>This course is ideal for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Students interested in <strong>AI, data analytics, or programming<\/strong><\/li>\n\n\n\n<li>Professionals looking to upskill for data-driven roles<\/li>\n\n\n\n<li>Entrepreneurs who want to use data to make smarter business decisions<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccd <strong>Location:<\/strong> NgahTech Group, Bon Benier, Simbock, Yaound\u00e9<br>\ud83d\udcde <strong>Call \/ WhatsApp:<\/strong> +237 654 431 857<br>\ud83c\udf10 <strong>Website:<\/strong> <a href=\"https:\/\/www.ngahtech.com\">www.ngahtech.com<\/a><br>\ud83d\udce7 <strong>Email:<\/strong> <a>info@ngahtech.com<\/a><\/p>\n\n\n\n<p>Join us at <strong>NgahTech<\/strong> and take your first step toward becoming a <strong>Data-Driven Innovator<\/strong>. Learn how to turn raw data into insights \u2014 and insights into action.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data Science &#038; Machine Learning Essentials Unlock the power of data with NgahTech\u2019s Data Science &#038; Machine Learning Essentials course [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":163,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","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":"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":"","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-4)","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-4)","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-4)","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":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[12],"tags":[],"class_list":["post-164","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science-and-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Science &amp; Machine Learning Essentials - Ngahtech Tutorials<\/title>\n<meta name=\"description\" content=\"start your career in Data Science and Machine Learning with NgahTech\u2019s hands-on training. 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