Written by a seasoned solutions architect and Microsoft AI professional with over 25 years of IT experience, Azure AI-102 Certification Essentials will help you gain the skills and knowledge needed to confidently pass the Azure AI-102 certification exam and advance your career. This comprehensive guide covers all exam objectives, from designing AI solutions to integrating AI models into Azure services. By combining theoretical concepts with visual examples, hands-on exercises, and real-world use cases, the chapters teach you to effectively apply your new-found knowledge.
The book emphasizes responsible AI practices, addressing fairness, reliability, privacy, and security, while guiding you through testing AI models with diverse data and navigating legal considerations. Featuring the latest Azure AI tools and technologies, each chapter concludes with hands-on exercises to reinforce your learning, culminating in a comprehensive set of 45 mock questions that simulate the actual exam and help you assess your exam readiness.
By the end of this book, you'll be able to confidently design, implement, and integrate AI solutions on Azure, while achieving this highly sought-after certification.

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Spis treści

Azure AI-102 Certification Essentials. Master the AI Engineer Associate exam with real-world case studies and full-length mock tests eBook -- spis treści

• 1. Understanding AI, ML, and Azure's AI Services
• 2. Getting Started with Azure AI: Studio, Pipelines, and Containerization
• 3. Managing, Monitoring, and Securing Azure AI Services
• 4. Implementing Content Moderation Solutions
• 5. Exploring Azure AI Vision Solutions
• 6. Implementing Natural Language Processing Solutions
• 7. Implementing Knowledge Mining, Document Intelligence, and Content Understanding
• 8. Working on Generative AI Solutions
• 9. Implementing Agentic Solutions with Azure AI Agent Service
• 10. Practical AI Implementation: Industry Use Cases, Technical Patterns, and Hands-On Projects
• 11. Preparing for the AI-102: Azure AI Engineer Associate Certification Exam