AWS MACHINE LEARNING, DATA
INTEGRATION AND STREAMING
TEST 2025
Machine Learning (ML)
application or subset of AI that allows machines to learn from data without
being programmed to do so. learns pattern recognition based on a training set of
data.
Amazon Sagemaker
Fully managed service that lets data scientists and developers build, train, and
deploy ML models in the cloud. Provides built in algorithms and one-click
deployment.
Amazon Kendra
Intelligent search service that is powered by ML in the AWS cloud. Great for
streamlining internal search processes for large knowledge/information
repositories
Amazon Rekognition
Fully managed service that uses ML to analyze and detect objects, scenes, and
faces in images and videos. Can compare faces, recognize emotions, and track
individuals.
Amazon Textract
Designed to extract data from various types of documents. Capable of
understanding content layout and structure (forms, tables, etc). Can handle
millions of document pages in just a few hours.
Amazon Polly
Text to speech service that produces lifelike voiceovers from text-based data
inputs
