About this course
Microsoft Azure AI Fundamentals (AI-900) Certification CourseWelcome to the Microsoft Azure AI Fundamentals (AI-900) certification course on Udemy! This engaging and comprehensive course is designed to introduce learners to the exciting world of Artificial Intelligence (AI) within the Azure cloud platform. Whether you are just starting your journey in AI or looking to solidify your understanding of AI concepts and Azure's AI services, this course is the perfect starting point.Course OverviewThroughout this course, you will explore a variety of AI workloads, including content moderation, personalization, computer vision, natural language processing (NLP), knowledge mining, document intelligence, and generative AI. You will also delve into the ethical and responsible use of AI, covering principles such as fairness, reliability, safety, privacy, inclusiveness, transparency, and accountability in AI solutions. Additionally, this course will provide you with a solid foundation in machine learning, including common techniques and Azure Machine Learning capabilities.Module BreakdownDescribe Artificial Intelligence Workloads and Considerations (15–20%)- Overview of common AI workloads and their features.- Exploration of specific AI applications like content moderation, personalization, computer vision, NLP, knowledge mining, document intelligence, and generative AI.- Discussion on the guiding principles for responsible AI and considerations for designing ethical AI solutions.Describe Fundamental Principles of Machine Learning on Azure (20–25%)- Identification of common machine learning techniques and scenarios, including regression, classification, and clustering.- Core machine learning concepts, such as features, labels, training, and validation datasets.- Overview of Azure Machine Lear
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