  {"id":3719,"date":"2024-08-09T10:33:07","date_gmt":"2024-08-09T14:33:07","guid":{"rendered":"https:\/\/www.bridgeport.edu\/news\/?p=3719"},"modified":"2025-01-07T12:35:14","modified_gmt":"2025-01-07T17:35:14","slug":"ai-course-expectations","status":"publish","type":"post","link":"https:\/\/www.bridgeport.edu\/news\/ai-course-expectations\/","title":{"rendered":"What Can Students Expect to Learn in AI Courses?"},"content":{"rendered":"<p>A common headline topic these days, many are interested in the <a href=\"https:\/\/www.bridgeport.edu\/news\/what-is-a-masters-in-artificial-intelligence\/\">study of Artificial Intelligence<\/a> and the field&#8217;s fascinating future. From personalized shopping recommendations on popular eCommerce sites to smartphone digital assistants, artificial intelligence has changed how we interact and perform tasks in our personal and professional lives.<\/p>\n<p>Let\u2019s set a definition before we dive in further. <a href=\"https:\/\/www.bridgeport.edu\/news\/value-of-a-masters-in-artificial-intelligence\/\">Artificial intelligence (AI)<\/a> uses intelligent machines and systems to perform tasks that, in the past, were completed through human intelligence, like playing games or understanding natural language. While we cannot predict the future, it\u2019s necessary to prepare ourselves to understand and utilize artificial intelligence to stay informed of technological advances and sharpen vital skills when entering the workforce.<\/p>\n<p>Below, you\u2019ll find an overview of what to look for and expect to learn in the AI courses offered in Master of Science in Artificial Intelligence (MS in AI) programs, including <a href=\"https:\/\/www.bridgeport.edu\/academics\/programs\/artificial-intelligence-ms\/curriculum\">core MS AI courses<\/a>, practical skills, and specialized topics that make up the MS in AI curriculum.<\/p>\n<h2>What is a Master\u2019s in Artificial Intelligence?<\/h2>\n<p>A <a href=\"https:\/\/www.bridgeport.edu\/academics\/programs\/artificial-intelligence-ms\/\">Master\u2019s in Artificial Intelligence<\/a> (AI) trains specialists who create intelligent machines and systems that perform tasks that would, in the past, have required human intelligence. As such, MS AI classes emphasize AI&#8217;s theoretical and practical applications with introductory and advanced MS AI-specific courses and topics.<\/p>\n<p>Graduates then transfer the knowledge, skills, and training gained in their Master\u2019s in AI classes to pursue careers in technology innovation, robotics, and autonomous vehicles. Graduates also find work with companies creating drones, self-driving cars, or customer behavior prediction.<\/p>\n<p>Due to the hands-on nature of robotics, Master\u2019s in AI classes and degree programs are typically offered in person instead of online. Additionally, a Master\u2019s degree in Artificial Intelligence usually includes 30 to 50 credits and a capstone course or thesis specific to the student\u2019s chosen concentration.<\/p>\n<h2>What MS AI classes do students take?<\/h2>\n<p>Enrolling and earning a Master\u2019s in AI degree involves creative thinking and coding to construct advanced AI systems. Through face-to-face instruction, hands-on learning, and web-assisted courses, students will learn coding in programming languages like Python and R, work with AI frameworks, and develop their own AI models.<\/p>\n<p>Students <a href=\"https:\/\/www.bridgeport.edu\/news\/reasons-to-pursue-an-artificial-intelligence-degree\/\">pursuing an MS in AI<\/a> delve into these theoretical and practical applications with the following MS AI classes. Master\u2019s in AI courses\u2019 descriptions will vary depending on the college or university. The AI course descriptions below are from 越南直播\u2019s <a href=\"https:\/\/selfservice.bridgeport.edu\/Student\/Courses\">online course catalog system<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><em>Prepare for careers of the future! Download <a href=\"https:\/\/www.bridgeport.edu\/files\/docs\/onesheets\/ai-ms-onesheet.pdf\">our informational sheet<\/a> today and learn more on how you can get started!<\/em><\/h3>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>Computer Vision<\/h3>\n<p>This project-oriented course is designed to explain computer image display, processing, and various limitations.<\/p>\n<p>The processing students learn includes:<\/p>\n<ul>\n<li>Edge detection<\/li>\n<li>Hough transform<\/li>\n<li>Moment invariant methods<\/li>\n<li>Relaxation algorithms<\/li>\n<li>Thinning algorithms<\/li>\n<\/ul>\n<h3>Data science, including Big Data Systems &amp; Analysis<\/h3>\n<p>This course introduces state-of-the-art computing platforms, focusing on utilizing them in processing (managing and analyzing) massive datasets.<\/p>\n<p>Students will discuss the MapReduce (Hadoop) framework, which provides the most accessible and practical means of cloud computing, and the emerging distributed database and services, such as HBase and Pig\/Hive, for large-scale data analysis.<\/p>\n<p>Be prepared to learn several vital data processing techniques, such as simple statistics, data aggregation, join processing, frequent pattern mining, and data clustering, as well as information retrieval.<\/p>\n<h3>Machine Learning, such as Introduction to Autonomous Vehicles<\/h3>\n<p>Introduction to Autonomous Vehicles is an MS AI class that will focus on all research areas contributing to the autonomous vehicles field, including but not limited to machine learning, deep learning, computer vision, sensor fusion, and embedded systems.<\/p>\n<p>Students will be involved in class lectures, readings, presentations, and discussions from the current literature on artificial intelligence and its applications to autonomous vehicles.<\/p>\n<h3>Natural language processing<\/h3>\n<p>Natural Language Processing (NLP) and its applications via Large Language Models (LLMs) have revolutionized AI.<\/p>\n<p>This AI course starts with foundations of NLP and Transformer-based NLP architectures such as BERT and GPT. Then, it elaborates on the different recent improvements in Transformer-based designs, such as:<\/p>\n<ul>\n<li>Linformer<\/li>\n<li>Longformer<\/li>\n<li>Long-Short Transformer<\/li>\n<li>Perceiver.<\/li>\n<li>RoBERTa<\/li>\n<li>Transformer-XL<\/li>\n<\/ul>\n<h3>Neural networks, including Deep Learning and Advanced Deep Learning<\/h3>\n<p>Deep learning delves into advanced machine learning methods that use neural networks to extract higher levels of data. Personalized shopping suggestions and self-driven cars are great examples of AI that rely on deep learning.<\/p>\n<p>Master\u2019s AI classes in deep learning cover topics such as computer vision, reinforcement learning (RL), multi-agent reinforcement learning (MARL), variational inference and representation learning via Variation Auto Encoders (VAEs), generative adversarial networks (GANs), combination of VAEs and GANs in achieving zero and few-shot learning, Adversarial machine learning, advanced architectures for Natural Language Processing including Transformer, BERT, ALBERT, RoBERTa, XLNET, REALM, and more.<\/p>\n<h2>High-quality skills gained in Master\u2019s in AI courses<\/h2>\n<p>As you can see from the course descriptions, graduates of Master\u2019s in AI degree programs obtain various advanced, high-quality skills that make them more marketable and stand out to future employers.<\/p>\n<p>These programs also allow students to pick at least <a href=\"https:\/\/www.bridgeport.edu\/news\/masters-in-artificial-intelligence-program-what-to-look-for\/\">one area of specialization<\/a> and make their degree align more closely with their interests, needs, and goals.<\/p>\n<p>越南直播, for example, offers students the choice of specializing in one or more of the following areas: Robotics and Automation, Deep Learning and Computer Vision, Data Sciences and Data Analytics, and Cybersecurity.<\/p>\n<h2>Hands-on experience in MS AI courses<\/h2>\n<p>Hands-on experience is vital in MS AI courses and degree programs overall.<\/p>\n<p>As such, students need to look for AI courses that have the equipment and facilities required to adequately prepare them for the rigors of their future careers.<\/p>\n<p>At 越南直播, our students have access to The Interdisciplinary Robotics, Intelligent Sensing, and Control (RISC) Laboratory, a state-of-the-art 3D manufacturing facility for robotic manipulators, autonomous robots, sensory interpreters, uncrewed aerial vehicles, and drones.<\/p>\n<p>Students are also encouraged to seek project and internship <a href=\"https:\/\/www.bridgeport.edu\/news\/how-to-get-into-artificial-intelligence-field\/\">opportunities<\/a> to provide practical experience during school and after graduation. Join communities and subscribe to online publications that will keep you in the know. Visit events, lectures, and expos as often as possible and seek continuing education opportunities.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong><em>Learn the skills you need to stay ahead, succeed, and <a href=\"https:\/\/www.bridgeport.edu\/news\/what-can-you-do-with-a-masters-in-ai\/\">make the world a better place<\/a>. There\u2019s no better time than now to enroll in an MS in AI program and AI classes. Apply today to 越南直播\u2019s MS in Artificial Intelligence program.<\/em><\/strong><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>A common headline topic these days, many are interested in the study of Artificial Intelligence and the field&#8217;s fascinating future. From personalized shopping recommendations on popular eCommerce sites to smartphone digital assistants, artificial intelligence has changed how we interact and &hellip; <a href=\"https:\/\/www.bridgeport.edu\/news\/ai-course-expectations\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">What Can Students Expect to Learn in AI Courses?<\/span><\/a><\/p>\n","protected":false},"author":29,"featured_media":3722,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[128],"tags":[100,2,79],"class_list":{"0":"post-3719","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-engineering-business-education","8":"tag-artificial-intelligence","9":"tag-featured","10":"tag-masters-degree","12":"fallback-thumbnail"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Can Students Expect to Learn in AI Courses? | 越南直播<\/title>\n<meta name=\"description\" content=\"Explore an 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