Choosing AI Models for Tasks Quiz
5 questions Pass: 70% +25 pts (50 with Pro)
Quiz covering Choose Appropriate Foundry Services
What you'll be asked
- Which Azure AI service is primarily designed for building generative AI applications using large language models like GPT-4?
- You need to extract key-value pairs and tables from thousands of scanned invoices. Which Azure AI service is most appropriate?
- A retail company wants to implement a customer support chatbot that can identify the sentiment of customer messages and translate them into multiple languages. Which service should they use?
- Your team is building a solution that requires identifying specific products in images and counting them in real-time. Which service offers the best pre-built capability for this?
- You are designing an RAG (Retrieval-Augmented Generation) architecture. You have a large corpus of proprietary PDF documents and need a solution that allows users to query these documents using natural language while ensuring the model cites its sources. Which combination of services is the industry standard for this pattern?
Answers and explanations come after you submit.
Course Content
- Introduction to Microsoft Foundry
- Introduction to Microsoft Foundry Quiz5q
- Choosing AI Models for Tasks
- Choosing AI Models for Tasks Quiz5q
- LLMs and Small Language Models
- LLMs and Small Language Models Quiz5q
- Multimodal Models Overview
- Multimodal Models Overview Quiz5q
- Foundry Tools and Services
- Foundry Tools and Services Quiz5q
- Retrieval and Indexing Methods
- Retrieval and Indexing Methods Quiz5q
- Deploy LLMs in Foundry
- Deploy LLMs in Foundry Quiz5q
- Implement RAG Patterns
- Implement RAG Patterns Quiz5q
- Tool-Augmented Workflows
- Tool-Augmented Workflows Quiz5q
- Multistep Reasoning Pipelines
- Multistep Reasoning Pipelines Quiz5q
- Evaluate Models and Apps
- Evaluate Models and Apps Quiz5q
- Foundry SDKs and Connectors
- Foundry SDKs and Connectors Quiz5q
- Define Agent Roles and Goals
- Define Agent Roles and Goals Quiz5q
- Agents with Retrieval and Function Calling
- Agents with Retrieval and Function Calling Quiz5q
- Integrate Agent Tools
- Integrate Agent Tools Quiz5q
- Multi-Agent Orchestration
- Multi-Agent Orchestration Quiz5q
- Autonomous Workflows with Safeguards
- Autonomous Workflows with Safeguards Quiz5q
- Agent Monitoring and Evaluation
- Agent Monitoring and Evaluation Quiz5q
- Prompt Engineering Techniques
- Prompt Engineering Techniques Quiz5q
- Model Parameters Tuning
- Model Parameters Tuning Quiz5q
- Chain of Thought and Self-Critique
- Chain of Thought and Self-Critique Quiz5q
- Tracing and Observability
- Tracing and Observability Quiz5q
- Hybrid LLM and Rules Engines
- Hybrid LLM and Rules Engines Quiz5q
- Azure Content Understanding
- Azure Content Understanding Quiz5q
- OCR and Layout Analysis
- OCR and Layout Analysis Quiz5q
- Field Extraction
- Field Extraction Quiz5q
- Structured and Markdown Outputs
- Structured and Markdown Outputs Quiz5q
- Extract from Images
- Extract from Images Quiz5q
- Extract from Audio and Video
- Extract from Audio and Video Quiz5q
- Content Understanding Analyzers
- Content Understanding Analyzers Quiz5q
- Form Processing Automation
- Form Processing Automation Quiz5q
- Invoice and Receipt Processing
- Invoice and Receipt Processing Quiz5q
- ID Document Processing
- ID Document Processing Quiz5q
- Custom Model Training
- Custom Model Training Quiz5q
- Batch Processing Documents
- Batch Processing Documents Quiz5q
- Error Handling in Extraction
- Error Handling in Extraction Quiz5q
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