Designing and Implementing a Data Science Solution on Azure
Enhance your data science career by mastering Azure's machine learning capabilities, ideal for Python-savvy data scientists keen on deploying scalable cloud solutions.
Enroll
Essential Skills Gained
Design machine learning solutions on Microsoft Azure.
Implement data ingestion and preparation pipelines.
Deploy and manage machine learning models.
Monitor and optimize data science solutions.
Format
- Instructor-led
- 4 days with lectures and hands-on labs.
Audience
- Python-experienced Data Scientists
- Cloud Solution Architects
- Machine Learning Engineers
- Data Science Analysts
Description
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.
Course Outline
Download PDFModule 1: Doing Data Science on Azure
Introduce the Data Science Process
Overview of Azure Data Science Options
Introduce Azure Notebooks
Module 2: Doing Data Science with Azure Machine Learning service
Introduce Azure Machine Learning (AML) service
Register and deploy ML models with AML service
Module 3: Automate Machine Learning with Azure Machine Learning service
Automate Machine Learning Model Selection
Automate Hyperparameter Tuning with HyperDrive
Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning service
Manage and Monitor Machine Learning Models
Your Team has Unique Training Needs.
Your team deserves training as unique as they are.
Let us tailor the course to your needs at no extra cost.
See What Other Engineers Are Saying
Trusted by Engineers at:
and more...
Aaron Steele
Casey Pense
Chris Tsantiris
Javier Martin
Justin Gilley
Kathy Le
Kelson Smith
Oussama Azzam
Pascal Rodmacq
Randall Granier
Aaron Steele
Casey Pense
Chris Tsantiris
Javier Martin
Justin Gilley
Kathy Le
Kelson Smith
Oussama Azzam
Pascal Rodmacq
Randall Granier