Overview

The Microsoft Azure AI Fundamentals AI-900 Exam Prep is a comprehensive course designed to equip you with the essential knowledge and skills required to pass the Microsoft AI-900 certification exam. This course covers core AI concepts, Microsoft Azure AI services, and the ethical considerations of AI. You will gain an in-depth understanding of machine learning, natural language processing, computer vision, and conversational AI, as well as how to effectively use Azure AI services to build AI-based solutions.Course Objectives: By the end of this course, you will be able to:Understand the fundamental concepts of artificial intelligence, machine learning, and deep learning.Explore Azure's AI services, including Azure Machine Learning, Azure Cognitive Services, and Azure Bot Service.Implement AI solutions using Azure Machine Learning, Azure Cognitive Services, and Azure Bot Service.Understand ethical considerations and principles associated with AI development and deployment.Gain knowledge of the Azure AI ecosystem and various tools used for AI solution development.Demonstrate the ability to implement computer vision, natural language processing, and conversational AI solutions using Azure services.Effectively prepare for the Microsoft AI-900 certification exam.Pre-requisites: Although there are no strict prerequisites for this course, having a basic understanding of cloud computing and familiarity with the Microsoft Azure platform will be beneficial. Prior knowledge of programming languages such as Python, C#, or Java may also be helpful.Course Outline:Introduction to Artificial IntelligenceAI concepts and historyMachine learning and deep learningAI applications and use casesMicrosoft Azure AI ServicesAzure Machine LearningAzure Cognitive ServicesAzure Bot ServiceMachine Learning on AzureIntroduction to Azure Machine LearningBuilding, training, and deploying machine learning modelsModel management and monitoringCognitive Services on AzureComputer vision servicesNatural language processing servicesSpeech and language understanding servicesBuilding Bots with Azure Bot ServiceIntroduction to chatbots and conversational AIDesigning and implementing chatbots with Azure Bot ServiceIntegrating chatbots with other Azure servicesEthical Considerations in AIEthical principles in AI developmentResponsible AI use and deploymentAddressing biases and fairness in AI systemsExam Preparation and ReviewAI-900 exam objectives and formatTips and resources for exam preparationPractice exam questions and reviewUpon successful completion of this course, students will be well-prepared to confidently take the Microsoft AI-900 certification exam and demonstrate their proficiency in AI fundamentals using Microsoft Azure.

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