21-01 Machine Learning and AI Services
# What is Artificial Intelligence (AI)?
Machines that perform jobs that mimic human behavior
# What is Machine Learning (ML)?
Machines that get better at a task without explicit programming
# What is Deep Learning (DL)?
Machines that have an artificial neural network inspired by the human brain to solve complex problems.
# Amazon SageMaker
#aws-service
Amazon SageMaker is a fully managed service to build, train, and deploy machine learning models at scale
- Apache MXNet on AWS, open-source deep learning framework
- TensorFlow on AWS open-source machine intelligence library
- PyTorch on AWS open-source machine learning framework
# Amazon SageMaker GroundTruth
#aws-service
Amazon SageMaker Ground Truth is data-labeling service. Have humans label a dataset that will be used to train machine learning models
# Amazon Augmented AI (A2I)
#aws-service
Amazon Augmented AI human-intervention review service. When SageMaker’s uses machine Learning to make a prediction is not confident it has the right answer queue up the predication for human review.