AWS SageMaker Practical for Beginners Download Materials

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

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

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Section 4: Project #2 – Medical Insurance Premium Prediction

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

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

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

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