This course is designed to teach how to develop, train, and deploy machine learning solutions using Microsoft Azure services. It is intended for data scientists and professionals responsible for the training and deployment of machine learning models.
Participants will explore available Azure tools for data science, gain hands-on experience with Azure Machine Learning service (AML), and learn how to automate machine learning pipelines, including model selection and hyperparameter tuning. The course also covers how to manage and monitor ML models in a production environment.
Duration
4 days
Schedule
See training dates for details
Regular fee
$2,070
Preferential fee
A preferential rate is offered to public institutions, to members of certain professional organizations as well as to companies that do a certain amount of business with Technologia. To know more, please read the "Registration and rates" section on our FAQ page. Please note that preferential rates are not available for online training courses. Discounts cannot be combined with other offers.
$1,865
Objectives of the training
This training course provides participants with the knowledge they need to use Azure services to develop, train and deploy machine learning solutions.Targeted audience
This course is designed for data scientists and others with significant responsibility for training and deploying machine learning models.Prerequisite
Before taking this course, participants must have knowledge and skills on :• Azure fundamentals
• Understanding of data science, including how to prepare data, train models and evaluate competing models to select the best one.
• Python programming and the use of Python libraries: pandas, scikit-learn, matplotlib and seaborn
Trainers
Upcoming information
Benefits for Participants
Discover the Azure services that support Data Science
Examine the Azure Data Science service
Explain how to deploy the Machine Learning service to automate the data pipeline.
Course architecture
Doing Data Science on Azure
Overview of Azure Data Science options
Overview of Azure Notebooks
Doing Data Science with Azure Machine Learning Service
Overview of the Azure Machine Learning (AML) service
Registering and deploying ML models with the AML service
Automate machine learning with Azure Machine Learning Service
Automate machine learning model selection
Automate hyperparameter settings with HyperDrive
Manage and monitor machine learning models with Azure Machine Learning Service
Manage and monitor machine learning models.
Pedagogical details
Type of training
Skill development
Skill development and knowledge integration
Decision support
Basic knowledge
Private or personalized training
Do you have several employees interested in the same training course? Whether in person at your offices or remotely in virtual mode, we offer private training courses tailored to your team's needs. Group rates are available. Contact us for more details or request a quote online.
Request a quoteDuration
4 days
Schedule
See training dates for details
Regular fee
$2,070
Preferential fee
A preferential rate is offered to public institutions, to members of certain professional organizations as well as to companies that do a certain amount of business with Technologia. To know more, please read the "Registration and rates" section on our FAQ page. Please note that preferential rates are not available for online training courses. Discounts cannot be combined with other offers.
$1,865
Private or personalized training
Do you have several employees interested in the same training course? Whether in person at your offices or remotely in virtual mode, we offer private training courses tailored to your team's needs. Group rates are available. Contact us for more details or request a quote online.
Request a quote