AWS Certified Data Analytics Specialty 2021 – Hands-On - SageMaker

Amazon SageMaker is a powerful, fully managed machine learning service on AWS. It offers modules for building, training, and deploying models, supporting various frameworks like TensorFlow and PyTorch. SageMaker provides scalable algorithms, reinforcement learning, and hyperparameter tuning. It ensures security with encryption and integrates with AWS services like CloudWatch. While it requires Python proficiency, it enables advanced AI systems with cloud and edge deployment capabilities.

What are the benefits of using GPU acceleration in Sage Maker?

Describe the process of deploying a model using Sage Maker.

What advantages does Sage Maker offer over Amazon's older machine learning service?