- Course
Design an End-to-end AI Pipeline in AWS
Ever wonder how AI services talk to each other behind the scenes? This course will teach you how to design reliable, observable, and cost-aware workflows using AWS Lambda and Step Functions.
Intermediate
- Course
Design an End-to-end AI Pipeline in AWS
Ever wonder how AI services talk to each other behind the scenes? This course will teach you how to design reliable, observable, and cost-aware workflows using AWS Lambda and Step Functions.
Intermediate
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This course is included in the libraries shown below:
- Cloud
What you'll learn
Building an end-to-end AI pipeline requires more than just stitching services together—you need to design with reliability, visibility, and cost in mind. In this course, Design an End-to-end AI Pipeline in AWS, you’ll learn to design scalable, reliable, and cost-effective workflows by chaining AWS services using Lambda and Step Functions. First, you’ll explore how to choose between Lambda and Step Functions and understand the strengths of each. Next, you’ll discover how to build fault-tolerant, retry-aware workflows that stay resilient in the face of failure. Finally, you’ll learn how to monitor pipeline performance and optimize for cost using built-in AWS tools. When you’re finished with this course, you’ll have the skills and knowledge of AWS service orchestration needed to build smart, scalable, and efficient AI pipelines.
Design an End-to-end AI Pipeline in AWS
Intermediate
Table of contents
Noreen Hasan has been a software engineer for over a decade in several industries ranging from startups to financial institutions. Her focus was on iOS mobile development, and in the last years her focus shifted to AWS and cloud computing. Her mantra has always been 'Building to Solve, Building to Empower' because solving problems and empowering others is the main reason she feels fulfilled in this field. When she is not developing technical solutions, she enjoys swimming, Zumba, reading and listening to podcasts.