Designing and Implementing an Azure Data Science Solution : 3 days

prepares for Microsoft DP-100 Certificate : Azure Data Scientist Associate

Students gain knowledge of data science and machine learning and how to implement and run machine learning workloads on Azure; in particular, using Azure Machine Learning Service. This entails planning and creating a suitable working environment for data science workloads on Azure, running data experiments and training predictive models, managing and optimizing models, and deploying machine learning models into production.

• Introduction to Azure Machine Learning
• “No-code” Machine Learning with Designer
• Experiments and training models
• Work with data
• Compute Contexts
• Orchestrating Operations with Pipelines
• Deploying and Consuming Models
• Training Optimal Models
• Interpreting Models
• Monitoring Models
• For everyone with prerequisites: Programming skills, Azure Fundamentals knowledge