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Greetings

Welcome to the data repository for the AWS SageMaker Practical for Beginners course. Please find and download the datasets and other supplementary materials below. Enjoy!


Section 1: Introduction, Success Tips & Best Practices and Key Learning Outcomes

  • No datasets required for this section.

Section 2: Introduction to AI/ML, AWS and Cloud Computing


Section 3: Project #1 – Employee Salary Predictions Using AWS SageMaker Linear Learner


Section 4: Project #2 – Medical Insurance Premium Prediction


Section 5: Project #3 – Retail Sales Prediction Using AWS SageMaker XGBoost (Regression)


Section 6: Project #4 – Predict Cardiovascular Disease Using PCA & XGBoost (Classification)


Section 7: Project #5 – Deep Learning for Traffic Sign Classification Using AWS SageMaker