AI for Developers

Overview

Explore Azure AI platform's tools, infrastructure, and services for integrating AI into existing applications. Learn skills needed to become an AI developer and create intelligent solutions.

Syllabus

• Introduction to AI for Developers
Overview of Artificial Intelligence
Introduction to the Azure AI Platform
Course Objectives and Expectations
• Setting Up Your Development Environment
Installing and Configuring Necessary Tools
Overview of Azure Portal and Azure CLI
• Azure AI Services Overview
Cognitive Services
Machine Learning Services
Azure Bot Services
• Integrating AI into Applications
Understanding REST APIs and SDKs for AI Integration
Incorporating Pre-built AI Models
• Cognitive Services Deep Dive
Computer Vision API
Language Understanding (LUIS)
Speech Services
Text Analytics
• Building Machine Learning Models
Introduction to Azure Machine Learning
Creating and Training Machine Learning Models
Deploying and Monitoring AI Solutions
• Developing AI Solutions with Azure Bot Services
Introduction to Bot Framework
Designing and Building Chatbots
Integrating Bots with AI Services
• Best Practices for AI Development
Ethical Considerations in AI
Ensuring Security and Privacy
Performance Optimization and Scalability
• AI Development Project
Defining Project Requirements
Project Implementation and Integration
Presentation and Evaluation of AI Solutions
• Future Trends and Conclusion
Emerging AI Technologies
Next Steps for Aspiring AI Developers
Course Summary and Key Takeaways

Subjects

Conference Talks