- • Jun 12, 2026 · Live Remote Online
- • Aug 14, 2026 · Live Remote Online
Practical Data Science with Amazon SageMaker
Course Duration
1 Day
Audience
Employees of federal, state and local governments; and businesses working with the government.
Prerequisites
Familiarity with Python programming language Basic understanding of Machine Learning
Course Description
This course provides hands-on training in applying data science techniques using Amazon SageMaker. Students work through the full ML workflow including data wrangling, feature engineering, model training, evaluation, and deployment . gaining practical skills for solving real-world business problems with machine learning on AWS.
Learning Objectives
- Prepare a dataset for training
- Train and evaluate a Machine Learning model
- Automatically tune a Machine Learning model
- Prepare a Machine Learning model for production
- Think critically about Machine Learning model results
Course Outline
- 1 – Introduction to Machine Learning
- 2 – Introduction to Data Prep and SageMaker
- 3 – Problem formulation and Dataset Preparation
- 4 – Data Analysis and Visualization
- 5 – Training and Evaluating a Model
- 6 – Automatically Tune a Model
- 7 – Deployment / Production Readiness
- 8 – Relative Cost of Errors
- 9 – Amazon SageMaker architecture and features
Frequently Asked Questions
What does the Practical Data Science with Amazon SageMaker course cover?
This course covers Practical Data Science with Amazon SageMaker 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 Practical Data Science with Amazon SageMaker training?
IT Dojo's Practical Data Science with Amazon SageMaker training is 1 Day. 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 Practical Data Science with Amazon SageMaker 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?
Familiarity with Python programming language Basic understanding of Machine Learning.
Does IT Dojo offer this training on-site at government or DoD facilities?
Yes. IT Dojo delivers Practical Data Science with Amazon SageMaker 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 Practical Data Science with Amazon SageMaker 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.