Live Online (VILT) & Classroom Corporate Training Course
Learn how to identify and design the most suitable AWS database solutions so you can modernize your data infrastructure with fully managed, purpose-built databases to save time and cost, improve performance and scale, and accelerate innovation.

This course explores how to the use of the iterative machine learning (ML) process pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the process pipeline from instructor presentations and demonstrations and then apply that knowledge to complete a project solving one of three business problems: fraud detection, recommendation engines, or flight delays. By the end of the course, students will have successfully built, trained, evaluated, tuned, and deployed an ML model using Amazon SageMaker that solves their selected business problem. Learners with little to no machine learning
This course includes presentations, group exercises, demonstrations, and hands-on labs.
In this Machine Learning Pipeline on AWS course, participants will be able to:
We recommend that attendees of The Machine Learning Pipeline on AWS course have:
Working with Amazon Aurora databases
Choose the Right Relational Database
Choose the Right Nonrelational Database
Working with Amazon DynamoDB Tables
Let’s Cache In
Overall Picture
Working with Amazon Redshift clusters
Supercharge your workforce’s AWS skills with our complimentary Privately Hosted AWS Discovery Day. Delivered by our team of renowned AWS Authorized Instructors, this tailored experience will propel your organization’s technological capabilities to new heights.
OEM-certified trainers with 10+ years avg enterprise experience.
Real AWS, Azure & GCP environments. Practice, don't just watch.
1,100+ official vouchers from 50+ OEMs at enterprise pricing.
VILT, classroom, weekends. Custom schedules for enterprise teams.
We offer Live Online (VILT), in-person classroom at your premises or ours, and self-paced via our LMS. Custom blended formats are also available for enterprise teams.
Certification vouchers can be included or purchased separately at enterprise pricing from our store (store.synergificsoftware.com). We offer 1,100+ vouchers from 50+ OEMs.
Absolutely. We customize curriculum, labs, case studies, and assessments to match your tech stack, team level, and business goals. Contact us for a custom proposal.
Yes. All courses include CloudLab access — real AWS, Azure, or GCP environments with pre-configured tools, time-boxing, and automatic cleanup.
For public batches, individuals can enroll (no minimum). For custom in-house training, we recommend a minimum of 5 participants for the best experience.
Yes. Participants get 30-day post-training Q&A access, session recordings (for VILT), and continued CloudLab access for practice.