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AWS Academy Machine Learning Foundations

AWS Academy Machine Learning Foundation introduces students to the concepts and terminology of Artificial Intelligence and machine learning. By the end of this course, students will be able to select and apply machine learning services to resolve business problems. They will also be able to label, build, train, and deploy a custom machine learning model through a guided, hands-on approach.

 Lab 3.1 – Amazon SageMaker – Creating and importing data

 

Lab 3.2 – Amazon SageMaker – Exploring Data

Lab 3.3 – Amazon SageMaker – Encoding Categorical Data

Lab 3.4 – Amazon SageMaker – Training a model

Lab 3.5 – Amazon SageMaker – Deploying a model

Lab 3.6 – Amazon SageMaker – Generating model performance metrics

Lab 3.7 – Amazon SageMaker – Hyperparameter Tuning

Lab 4 – Creating a forecast with Amazon Forecast