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The Machine Learning
Pipeline on AWS
This course features a hands-on, project-based approach,
giving you the opportunity to solve a real business
problem with machine learning. Using knowledge gained
from instructor-led presentations and demo exercises,
you will choose and solve one of three business problem
projects: 1) predicting flight delays, 2) recommending
products based on customer data, or 3) detecting credit
card fraud. Plenty of time is allotted to allow for real time
questions and student-instructor interaction.
About this course
COURSE 6
Start Finish
Skills learned
Problem formulation
Data preparation and cleaning
Amazon SageMaker
Feature engineering
Model training
Model tuning and debugging
Model evaluation
Model deployment/productionizing
12
Virtual or Classroom
4 days
Intermediate
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