Content

Amazon SageMaker: Introduction

Data Ingestion and Storage

AWS Services for Data Ingestion

Data Transformation, Integrity, and Feature Engineering

SageMaker: Data Processing

AWS Managed AI Services

Deep Learning (DL) & Neural Networks (NNs)

SageMaker: Built-in Algorithms

SageMaker: Model Training, Tuning and Evaluation

Generative AI

GenAI apps in Amazon Bedrock

SageMaker: Machine Learning Operations (MLOps)

AWS products for DevOps/MLOps

SageMaker: Security, Identity and Compliance

AWS Services for Governance and Management

Machine Learning Best Practices

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