1 - Doing Data Science on Azure
Introduce the Data Science ProcessOverview of Azure Data Science OptionsIntroduce Azure Notebooks
2 - Doing Data Science with Azure Machine Learning service
Introduce Azure Machine Learning (AML) serviceRegister and deploy ML models with AML service
3 - Automate Machine Learning with Azure Machine Learning service
Automate Machine Learning Model SelectionAutomate Hyperparameter Tuning with HyperDrive
4 - Manage and Monitor Machine Learning Models with the Azure Machine Learning service
Manage and Monitor Machine Learning Models
Actual course outline may vary depending on offering center. Contact your sales representative for more information.
Who is it For?
This course is aimed at data scientists and those with significant responsibilities in training and deploying machine learning models.
Before attending this course, students must have:
Understanding of data science including how to prepare data, train models, and evaluate competing models to select the best one.
How to program in the Python programming language and use the Python libraries: pandas, scikit-learn, matplotlib, and seaborn.