40 GuidesAzure AI Engineer Interview Questions and Answers Book is a comprehensive resource tailored for professionals preparing for roles in artificial intelligence and machine learning using Microsoft Azure. From foundational concepts to real-world implementations, this book equips you with the knowledge and confidence needed to succeed in Azure AI interviews.
This book delivers an in-depth, structured Q&A approach to learning the tools, techniques, and services essential for Azure AI Engineers. It spans a wide range of essential topics, including:
Q&A 40 Guides 
Introduction to AI Workloads and Azure AI Capabilities 00:17:00 Scope and Objectives of the AI-102 Certification 0:20:00 Responsible AI Principles: Fairness, Safety, Privacy, Accountability 00:18:00 Azure AI Content Safety and Responsible Usage 00:15:00 Monitoring AI for Bias and Drift 00:16:00 Creating and Consuming Azure AI Services (Language, Vision, Speech, Search) 00:17:00 Securing AI Services (Authentication, Authorization, Network Security) 00:13:00 Monitoring and Logging with Application Insights 00:19:00 Integrating AI Services using CLI, SDKs, and REST APIs 00:18:00 Cost Management and Governance for AI Projects 00:14:00 Image Analysis with Prebuilt and Custom Vision Models 00:16:00 Object and Face Detection in Images 0:20:00 Optical Character Recognition (OCR) for Text Extraction 00:15:00 Video Analysis (Real-Time and Batch) 00:13:00 Deploying Vision Models to Edge Devices 00:14:00 Text Analytics: Sentiment, Key Phrases, Named Entities 00:19:00 Custom Text Classification and Entity Recognition 00:16:00 Conversational Language Understanding (CLU) 00:13:00 Question Answering with Azure AI Language 00:18:00 Text Translation and Language Detection 0:20:00 Speech-to-Text and Text-to-Speech Conversion 00:18:00 Custom Speech Model Training 00:17:00 Real-Time Captions and Speech Translation 00:19:00 Voice Synthesis using Custom Neural Voice (CNV) 00:16:00 Secure and Monitor Speech Services 00:13:00 Azure OpenAI Capabilities and Use Cases 00:14:00 Prompt Engineering and Fine-Tuning GPT Models 00:18:00 Building Apps with ChatGPT and GPT APIs 00:13:00 Retrieval Augmented Generation (RAG) 00:15:00 Image Generation using DALL·E 0:20:00 Azure AI Search Architecture and Components 00:16:00 Indexing Structured and Unstructured Data 00:14:00 AI Enrichment with Cognitive Skills 00:19:00 Semantic and Vector Search Implementation 00:17:00 Integration with Azure OpenAI for RAG 00:18:00 Planning Document Intelligence Solutions 00:16:00 Prebuilt and Custom Document Model Usage 00:15:00 Training and Testing Models with Sample Forms 0:20:00 Composing and Chaining Multiple Models 00:14:00 Large-Scale Document Processing 00:19:00 Designed to help you crack interviews
Real questions from real interviews
Covers everything from basic to advanced
Top-rated eBook for interviews in 2025
Curated by experts with 10+ yrs. experience
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ScholarHat Interview Ebooks are comprehensive guides designed to help you prepare for technical and non-technical interviews. Each ebook includes curated questions, expert answers, real-world examples, and bonus tips to boost your confidence.
Our Interview Ebooks are perfect for freshers, experienced professionals, job seekers, and students preparing for placement interviews. Whether you’re brushing up your skills or preparing for your first job, these resources will guide you.
Yes, we regularly update our Interview Ebooks based on the latest industry trends, recruiter expectations, and real interview feedback. You get what’s relevant now.
ScholarHat’s Interview Ebooks offer structured, expert-verified content in one place. No more jumping between blogs and videos—get focused, high-quality preparation that saves you time and effort.
Yes, these ebooks are excellent for campus placements. We cover technical rounds, aptitude sections, and even HR interview questions commonly asked in college hiring processes.
You can explore our Free Course Library, hands-on labs, quick notes, and mock tests to boost your skills beyond ebooks.
Definitely. Whether you're switching from testing to development, non-tech to tech, or just exploring new roles, our ebooks can help you prepare with role-specific questions.
Yes, especially if you're targeting companies like Google, Microsoft, Amazon, etc. We include sections on DSA (Data Structures and Algorithms), behavioral rounds, and product-thinking questions that often appear in such interviews.
Designed to help you crack interviews
Real questions from real interviews
Covers everything from basic to advanced
Top-rated eBook for interviews in 2025
Curated by experts with 10+ yrs. experience
A world-class EdTech platform
Unlimited live sessions
Quick notes
Hands-on labs
Real-world projects Interview prep
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