Opleiding: Azure AI
The course Azure AI from SpiralTrain teaches you how to build and deploy intelligent applications using Microsoft Azure AI services.Azure AI Platform
The course Azure AI begins with an overview of the Azure AI platform including service categories, portal navigation, resource management, authentication, API configuration, and pricing models for Azure AI services.
Cognitive Services
This module covers Azure Cognitive Services including vision services for image analysis, face recognition, custom vision, language services for text analytics, translation, speech processing, content moderation, and document intelligence capabilities.
Azure OpenAI
Here participants learn to work with Azure OpenAI Service including GPT models, ChatGPT integration, prompt engineering techniques, model fine-tuning, embeddings, responsible AI practices, content filtering, and token management strategies.
ML and Deployment
The course concludes with Azure Machine Learning fundamentals, ML Studio usage, model training and deployment, MLOps basics, monitoring solutions, security configuration, integration patterns, and production deployment best practices.
Audience Course Azure AI
This course is intended for developers, AI engineers, and cloud architects who want to build applications using Azure AI services.
Prerequisites Course Azure AI
Participants should have programming knowledge and familiarity with cloud concepts. Experience with Azure portal and REST APIs is beneficial.
Realization Training Azure AI
The training combines theoretical instruction with hands-on labs using Azure services guided by a trainer. Participants build several AI applications throughout the course.
Azure AI Certificate
After successful completion, participants receive a certificate of participation in Azure AI.
Modules
Module 1: Azure AI Platform
- Azure AI Overview
- AI Service Categories
- Azure Portal Navigation
- Resource Management
- Service Tiers
- Authentication Methods
- API Keys
- Endpoints Configuration
- Pricing Models
- Best Practices
Module 2: Cognitive Services
- Vision Services
- Computer Vision API
- Face Recognition
- Custom Vision
- Language Services
- Text Analytics
- Translator Service
- Speech Services
- Content Moderation
- Document Intelligence
Module 3: Azure OpenAI
- Azure OpenAI Service
- GPT Models
- ChatGPT Integration
- Prompt Engineering
- Fine-Tuning Models
- Embeddings
- Responsible AI
- Content Filtering
- Token Management
- Cost Optimization
Module 4: ML and Deployment
- Azure Machine Learning
- ML Studio
- Model Training
- Model Deployment
- MLOps Basics
- Monitoring Solutions
- Security Configuration
- Integration Patterns
- Production Best Practices
- Hands-On Projects
