Designing and Implementing a Data Science Solution on Azure (DP-100T01)
Course Overview
Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure.
Who should attend
This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.
Certifications
This course is part of the following Certifications:
Prerequisites
Successful Azure Data Scientists start this role with a fundamental knowledge of cloud computing concepts, and experience in general data science and machine learning tools and techniques.
Specifically:
- Creating cloud resources in Microsoft Azure.
- Using Python to explore and visualize data.
- Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow.
- Working with containers
To gain these prerequisite skills, take the following free online training before attending the course:
- Explore Microsoft cloud concepts.
- Create machine learning models.
- Administer containers in Azure
If you are completely new to data science and machine learning, please complete Microsoft Azure AI Fundamentals first.
Course Content
- Getting Started with Azure Machine Learning
- Visual Tools for Machine Learning
- Running Experiments and Training Models
- Working with Data
- Working with Compute
- Orchestrating Operations with Pipelines
- Deploying and Consuming Models
- Training Optimal Models
- Responsible Machine Learning
- Monitoring Models
Classroom Training
Duration 3 days
Price (incl. tax)
- United Arab Emirates: US$ 1,943
Schedule
English
Time zone: Gulf Standard Time (GST)
1 hour difference
2 hours difference
3 hours difference
4 hours difference
9 hours difference
10 hours difference
11 hours difference
German
2 hours difference
3 hours difference
French
2 hours difference
3 hours difference
Spanish
7 hours difference
8 hours difference
9 hours difference
10 hours difference
Italian
2 hours difference
3 hours difference
Polish
2 hours difference
3 hours difference
Guaranteed date:
Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
This class will become guaranteed to run with one more student registration.
Instructor-led Online Training:
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
Middle East
Europe
Germany
Italy
Sesto San Giovanni (MI)
This is a FLEX course in Italian language.
Time zone: Central European Time (CET)
Time zone: Central European Time (CET)
Poland
Switzerland
United Kingdom
This is a FLEX course, which is delivered both virtually and in the classroom.