The Machine Learning Pipeline on AWS
Course Duration
3 Days
Audience
Employees of federal, state and local governments; and businesses working with the government.
Prerequisites
There are no prerequisites for this course.
Course Description
This course introduces the end-to-end machine learning pipeline using AWS services. Students learn to frame ML problems, prepare and analyze data, select and train models, tune hyperparameters, and deploy solutions using Amazon SageMaker and related AWS tools . with emphasis on practical, production-ready workflows.
Learning Objectives
- Select and justify the appropriate ML approach for a given business problem
- Use the ML pipeline to solve a specific business problem
- Train, evaluate, deploy, and tune an ML model in Amazon SageMaker
- Describe some of the best practices for designing scalable, cost-optimized, and secure ML pipelines in AWS
- Apply machine learning to a real-life business problem after the course is complete
Course Outline
- 1 – Day 1
- 2 – Day 2
- 3 – Day 3
- 4 – Day 4
Frequently Asked Questions
What does the The Machine Learning Pipeline on AWS course cover?
This course covers The Machine Learning Pipeline on AWS training and best practices. IT Dojo delivers it as live instructor-led training with an emphasis on practical skills for government and DoD professionals.
How long is IT Dojo's The Machine Learning Pipeline on AWS training?
IT Dojo's The Machine Learning Pipeline on AWS training is 3 Days. It is available as live remote online instruction or on-site at your facility. All sessions are instructor-led with small class sizes to ensure individual attention.
Is this course available as live remote online training?
Yes. IT Dojo offers The Machine Learning Pipeline on AWS as live remote online training. A certified instructor leads the session in real time. Students interact via chat or microphone. Classes are kept small (typically no more than 16 students) to ensure engagement. On-site delivery at your government facility or contractor location is also available.
What prerequisites are recommended before this course?
There are no prerequisites for this course.
Does IT Dojo offer this training on-site at government or DoD facilities?
Yes. IT Dojo delivers The Machine Learning Pipeline on AWS on-site at government agencies, DoD commands, military installations, and contractor facilities. On-site training is ideal for teams of four or more and can be customized to your organization's specific environment and mission requirements. Contact IT Dojo to schedule.
How do I register for this course?
IT Dojo training is employer sponsored. Your organization registers and pays for seats. To schedule The Machine Learning Pipeline on AWS for your team, contact IT Dojo via the Request Training form or call 757-216-3656. IT Dojo will work with your contracting officer, training coordinator, or program office to set up the course.