AI services, ML pipelines, generative models, ethics, MLOps automation & Azure cognitive design
Sub Category
- IT Certifications
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Objectives
- Understand how Azure implements AI services, cognitive endpoints, and intelligent cloud foundations in real-world scenarios.
- Learn the fundamentals of ML pipelines, dataset preparation, automated training, and lifecycle strategies used in production systems.
- Gain clarity on real-time inference, scalable deployment methods, API scoring, and endpoint security for modern AI workloads.
- Explore Generative AI and prompt engineering, including logic behind Azure OpenAI workflows and enterprise-grade usage.
- Analyze responsible AI, ethical risk controls, transparency models, bias detection, and regulatory alignment.
- Learn to apply MLOps principles, monitoring baselines, and iterative improvement strategies used across AI deployments.
- Build a structured mindset toward AI solution architecture, including design patterns, operational readiness, and governance.
- Strengthen exam confidence through 1,500 certified questions arranged in six domains aligned with Microsoft certifications.
- Develop the ability to compare, evaluate, and architect practical AI solutions across different Azure services.
- Understand how AI transforms business operations, automation flows, scalability practices, and decision-making logic.
Pre Requisites
- Basic understanding of cloud fundamentals or completion of AZ-900 training recommended.
- No programming experience required — all foundations are explained through scenario-based questions.
- Access to an Azure Free Tier account is recommended for practice and exploration.
- Willingness to learn through repetition and structured progression.
- Dedication to understanding AI through practical, test-style learning — not just theory.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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