{"product_id":"ai-and-machine-learning","title":"Ai and machine learning","description":"\u003cp\u003eUnlock the power of Artificial Intelligence (AI) and Machine Learning (ML) in this comprehensive, hands-on course designed for learners of all backgrounds. Whether you're looking to break into the AI industry or enhance your technical skill set, this course provides a solid foundation in the core concepts, tools, and real-world applications of AI and ML.\u003c\/p\u003e\u003cp\u003eYou'll learn how machines learn from data, build intelligent systems, and apply popular machine learning algorithms to solve real problems. The course covers supervised and unsupervised learning, neural networks, natural language processing, and ethical considerations in AI development.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You’ll Learn:\u003c\/strong\u003e\u003c\/p\u003e\u003col\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eFundamentals of AI \u0026amp; ML: Definitions, history, and modern applications\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eKey algorithms: Linear regression, decision trees, clustering, neural networks\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003ePython for machine learning: Numpy, Pandas, Scikit-learn, TensorFlow\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eModel training, evaluation, and optimization techniques\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eReal-world applications: Recommendation systems, chatbots, fraud detection\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eIntroduction to deep learning, NLP, and computer vision\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eAI ethics, bias, and responsible AI development\u003c\/li\u003e\n\u003c\/ol\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho Should Enroll:\u003c\/strong\u003e\u003c\/p\u003e\u003col\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eAspiring data scientists and AI engineers\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eSoftware developers looking to pivot into AI\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eBusiness professionals aiming to integrate AI in their workflows\u003c\/li\u003e\n\u003cli data-list=\"bullet\"\u003e\n\u003cspan class=\"ql-ui\" contenteditable=\"false\"\u003e\u003c\/span\u003eStudents in STEM fields or anyone with basic programming knowledge\u003c\/li\u003e\n\u003c\/ol\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePrerequisites:\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e Basic programming experience (preferably in Python), high school level math\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFormat:\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e Interactive lectures, coding labs, case studies, and a capstone project\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eDuration:\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e 8–12 weeks (flexible pace options available)\u003c\/p\u003e","brand":"VYB VYB","offers":[{"title":"Default Title","offer_id":50547065258277,"sku":null,"price":320.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/store-mycommunity-today.myshopify.com\/products\/ai-and-machine-learning","provider":"Store.myCommunity.Today","version":"1.0","type":"link"}