Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Azure Machine Learning Fundamentals
- Overview of AML features and architecture
- Overview of an end-to-end workflow in AML (Azure ML pipelines)
- Navigating Azure Machine Learning Studio
Data Preparation and Modeling
- Data preparation
- Building a model
- Training and testing a model
Model Evaluation and Robustness
- Validation metrics for ML models
- Handling and preventing overfitting
Model Management and Deployment
- Registering a trained model
- Creating a model image
- Deploying a model
OpenAI API Basics on Azure
- Introduction to the OpenAI API
- API configuration and authentication
Retrieval and Application Integration
- Documents with AI Search
- Integrating OpenAI models into applications
Customization and Production Practices
- Model fine-tuning / customization
- Best practices in production
Summary and Next Steps
Requirements
- An understanding of Python and basic machine learning concepts
- Experience with REST APIs or SDKs
- Basic familiarity with Azure services
Audience
- Data scientists and ML engineers
- Application developers building AI features
- Technical leads and solution architects
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
Contact us for an exact quote and to hear our latest promotions
