AI Application

Course overview

Overview: AI Application, Machine Learning, Microsoft Azure AI, Windows Server Hybrid Administrator, Microsoft Certification The training course on AI Application covers the fundamentals and application areas of artificial intelligence, machine learning, Microsoft Azure AI, and Windows Server Hybrid Administration. Topics include AI fundamentals, machine learning, deep learning, Azure AI services, Azure Machine Learning Studio, data preparation, model training, cognitive services, text analysis, speech processing, image recognition, responsible AI, data protection, data security, Azure Bot Service, Windows Server Hybrid Core Infrastructure, Active Directory, hybrid identities, Hyper-V, Azure services, network connectivity, Azure file synchronization, Windows Server storage, failover clustering, disaster recovery, migration, and troubleshooting. Additionally, content for exam preparation for AI-900, AZ-800, and AZ-801 will be covered. Microsoft Cloud Specialist including MS Azure AI (AI-900) Introduction to Artificial Intelligence and Microsoft Azure AI Fundamentals of artificial intelligence: definition, history, and applications Fundamentals of machine learning and deep learning Overview of Microsoft Azure and Azure AI services Setting up and navigating an Azure account Practical exercises: creating and managing resources in Azure Getting started with Azure Machine Learning Studio Machine Learning and Automation Supervised and unsupervised learning: differences and use cases Data preparation and data cleaning Training and evaluating models Using Azure Machine Learning Studio Introduction to Azure automation services Creating and deploying machine learning models Practical exercises: creating and deploying a machine learning model Automating workflows with Azure Logic Apps Cognitive Services and Responsible AI Introduction to Azure Cognitive Services: Vision, Speech, Language, and Decision Text analysis and speech processing Image recognition and image processing Ethical challenges of AI: bias, fairness, and transparency Data protection and data security Responsible use of AI services Practical exercises: implementing text analysis and image recognition Document intelligence and knowledge mining Azure AI Search Generative AI Practical projects and certification preparation Developing a simple chatbot with Azure Bot Service Integrating cognitive services into an application Exam preparation and AI-900 exam Sample exams and certification exam Final project to apply course content Microsoft Certificate - Windows Server Hybrid Administrator Administering Windows Server Hybrid Core Infrastructure (AZ-800) Deploying and managing AD DS domain controllers Configuring and managing multi-site, domain, and forest environments Creating and managing AD DS security principals Implementing and managing hybrid identities Managing Windows servers with domain-based group policies Managing Windows servers in a hybrid environment Managing Windows servers and worklo…

Upcoming dates

• 2026-11-01T23:00:00.000Z · 2027-02-04T23:00:00.000Z · Aachen · Combined Learning
• 2026-11-01T23:00:00.000Z · 2027-02-04T23:00:00.000Z · Ahrensburg · Combined Learning
• 2026-11-01T23:00:00.000Z · 2027-02-04T23:00:00.000Z · Alsfeld · Combined Learning
• 2026-11-01T23:00:00.000Z · 2027-02-04T23:00:00.000Z · Altötting · Combined Learning
• 2026-11-01T23:00:00.000Z · 2027-02-04T23:00:00.000Z · Alzey · Combined Learning