Artificial Intelligence and IT Security

Course overview

Overview of content: Azure Administration, Artificial Intelligence Services, Network Security, Identity Management, Exam Preparation The training program on Artificial Intelligence and IT Security covers the fundamentals and application areas of Microsoft Azure Administration, Microsoft Azure AI, and IT Security with CompTIA Security+. Topics include cloud concepts, Azure architecture, security, data protection, compliance, Azure resources, virtual machines, virtual networks, identity management, artificial intelligence, machine learning, deep learning, Azure Machine Learning Studio, Azure Cognitive Services, text analysis, speech processing, image recognition, responsible AI, cybersecurity, network security, identity and access management, incident response, cryptography, governance, compliance, and exam preparation. Cloud Expert: Microsoft Azure Administration Cloud concepts Azure architecture and Azure solutions Security, data protection, and compliance Support and pricing models Management of Azure subscriptions and resources Implementing and managing storage Deploying and managing virtual machines Configuration and management of virtual networks Identity management Exam preparation and exam AZ-104 Microsoft Cloud Specialist including MS Azure AI (AI-900) Introduction to Artificial Intelligence and Microsoft Azure AI Basics of artificial intelligence: definition, history, and applications Basics 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 Discussing ethical challenges Practical projects and preparation for certification Developing a simple chatbot with Azure Bot Service Integrating cognitive services into an application Exam preparation and exam AI-900 Sample exams and certification exam Final project to apply course content CompTIA Security+ General security fundamentals and threat landscape Basic concepts of cybersecurity Types of cyberattacks and malware, e.g., phishing, ransomware, and DDoS Social engineering and insider threats Types of attacks and types of vulnerabili…

Upcoming dates

• 2026-08-09T22:00:00.000Z · 2027-01-07T23:00:00.000Z · Köln · Combined Learning
• 2026-08-09T22:00:00.000Z · 2027-01-07T23:00:00.000Z · Aachen · Combined Learning
• 2026-08-09T22:00:00.000Z · 2027-01-07T23:00:00.000Z · Aachen · Combined Learning
• 2026-08-09T22:00:00.000Z · 2027-01-07T23:00:00.000Z · Ahrensburg · Combined Learning
• 2026-08-09T22:00:00.000Z · 2027-01-07T23:00:00.000Z · Alsdorf, Rheinland · Combined Learning